# LinkedIn API guide



## Start with LinkedIn



Research a public company or professional profile, then retrieve the relevant posts or profile sections. Company and member identifiers are not interchangeable.



These requests use your API key and can spend credits. Check the current price on the endpoint page; each new page is a separate request. Later examples use illustrative identifiers: replace them with values from your earlier response.



### 1. Resolve a company



Read the returned company identity before using its name as an entity match. [Parameters and current cost →](https://www.monocrawl.com/docs/endpoints/linkedin/company)



**linkedin/company**

```
curl "https://www.monocrawl.com/v1/linkedin/company?url=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnasa%2F" \
  -H "x-api-key: mn_your_key_here"
```



### 2. Collect company posts



Keep the returned continuation unchanged. Select a post URL for the detail lookup. [Parameters and current cost →](https://www.monocrawl.com/docs/endpoints/linkedin/company-posts)



**linkedin/company-posts**

```
curl "https://www.monocrawl.com/v1/linkedin/company-posts?url=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnasa%2F" \
  -H "x-api-key: mn_your_key_here"
```



### 3. Read a post with comments



Use a selected post URL. One comments page can be included at the normal post price; inspect comments_status and partial. A comments preview is not the entire discussion. [Parameters and current cost →](https://www.monocrawl.com/docs/endpoints/linkedin/post)



**linkedin/post**

```
curl "https://www.monocrawl.com/v1/linkedin/post?url=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A7500971887234097153&include_comments=true" \
  -H "x-api-key: mn_your_key_here"
```



## Choose filters with the source behavior in mind



| Control | Behavior and limits |
| --- | --- |
| Entity type | Company URLs and member URLs target different operations. Keep source identifiers alongside names when joining results. [Endpoint reference →](https://www.monocrawl.com/docs/endpoints/linkedin/company) |
| Company by website | Supply domain instead of url to check up to three indexed company pages against their returned website host. domain_lookup.exact_matches counts distinct native company IDs; exact_match_pages counts verified pages. verified_candidates includes checked IDs, names, URLs, websites and matched_urls. Aliases merge only when the source IDs agree. Distinct companies sharing a domain remain ambiguous; inspect error.details.domain_lookup and choose an explicit company URL yourself. This is bounded indexed discovery, not native LinkedIn company search or proof of domain ownership. [Endpoint reference →](https://www.monocrawl.com/docs/endpoints/linkedin/company) |
| Company continuation | Use the returned cursor instead of incrementing or decoding it. Keep the company URL with it; do not supply a competing page value. The declared page range is bounded and does not imply all company history. [Endpoint reference →](https://www.monocrawl.com/docs/endpoints/linkedin/company-posts) |
| Larger result windows | Profile posts, company posts, post comments and post reactions accept pages=1, 2 or 3 at their normal public price. The total deadline and spending limit still apply; inspect pages_fetched, partial and window_stop_reason. Keep pages, target and filters unchanged with the returned cursor. A short or filtered page can still have continuation. [Endpoint reference →](https://www.monocrawl.com/docs/endpoints/linkedin/post-comments) |
| Profile section lookup | Use a public profile URL or a confirmed member URN. URL requests resolve a matching public identity within the existing request limits. Only the identity is reused; a fresh section request still fetches its section. Empty sections are free and do not establish that a complete profile is available. Image and video cursors carry their continuation token; send the cursor back unchanged. [Endpoint reference →](https://www.monocrawl.com/docs/endpoints/linkedin/profile-experiences) |
| People search by URL | Supply search_url for a public LinkedIn people-search URL with keywords and supported single-value filters. Unsupported, multiple-choice, network or Sales Navigator filters are rejected before collection. This translates the search; it does not use a logged-in account or its private network. [Endpoint reference →](https://www.monocrawl.com/docs/endpoints/linkedin/search-people) |
| Profile coverage | A profile and its experience or education sections are distinct from recent posts and engagement lists. Returned section counts do not guarantee full historical coverage. [Endpoint reference →](https://www.monocrawl.com/docs/endpoints/linkedin/profile) |
| Discussion | Comments, reactions and reposts are different endpoints and populations. A comments_preview field on a post is only a preview. [Endpoint reference →](https://www.monocrawl.com/docs/endpoints/linkedin/post-comments) |
| Optional discussion bundle | include_comments=true keeps the normal post price and shared spending/time limit. If comments fail, comments_page is null and partial=true while the usable post keeps its normal charge. It does not promise every comment. [Endpoint reference →](https://www.monocrawl.com/docs/endpoints/linkedin/post) |
| Matching and completeness | hashtag matches exact tags in text on one keyword-search page. Returned counts are not platform-wide totals, and no additional pages are fetched just to fill a filtered page. [Endpoint reference →](https://www.monocrawl.com/docs/endpoints/linkedin/search-posts) |
| Already supplied detail | employees_count is a returned company headcount, not a location breakdown. similar_pages, funding and other optional fields are preserved when supplied; null means unavailable, not zero. [Endpoint reference →](https://www.monocrawl.com/docs/endpoints/linkedin/company) |



Source availability, ordering and field coverage can change. Inspect warnings and partial-result metadata alongside the rows. See [runnable workflows](https://www.monocrawl.com/docs/workflows), [metric semantics](https://www.monocrawl.com/docs/metric-semantics), [computed fields](https://www.monocrawl.com/docs/computed-fields) and the [pagination matrix](https://www.monocrawl.com/docs/pagination).



## Match the operation to your task



| Your task | Endpoint | When to use it |
| --- | --- | --- |
| A member profile | [`profile`](https://www.monocrawl.com/docs/endpoints/linkedin/profile) | Use a public member URL. top_position follows source display order; it is not verified current employment. position_skills contains only skills tied to supplied jobs. |
| Exact hashtag matches | [`search-posts`](https://www.monocrawl.com/docs/endpoints/linkedin/search-posts) | Pass hashtag instead of query. Only matching posts in the returned search page are kept; follow continuation after an empty filtered page. |
| More member posts | [`profile-posts`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-posts) | pages=3 requests up to three pages within the normal price and limits. Inspect the stop reason and continuation; this is not a full archive. |
| Profile with posts | [`profile/full`](https://www.monocrawl.com/docs/endpoints/linkedin/profile/full) | Use an /in/ URL for a person or /company/ URL for a company. Includes one posts page and explicit partial-result billing. |
| Discussion under a post | [`post-comments`](https://www.monocrawl.com/docs/endpoints/linkedin/post-comments) | Continue a comments_page.next_request here at this operation’s normal price. |
| Member experience history | [`profile-experiences`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-experiences) | Read a specific profile section and its own continuation. |



Explore all documented operations by purpose below. Each endpoint reference contains its accepted parameters and current price.



### Comments and replies



- [`comment-replies`](https://www.monocrawl.com/docs/endpoints/linkedin/comment-replies)

- [`post-comments`](https://www.monocrawl.com/docs/endpoints/linkedin/post-comments)

- [`profile-comments`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-comments)



### Other operations



- [`company`](https://www.monocrawl.com/docs/endpoints/linkedin/company)

- [`company-affiliated-pages`](https://www.monocrawl.com/docs/endpoints/linkedin/company-affiliated-pages)

- [`company-job-count`](https://www.monocrawl.com/docs/endpoints/linkedin/company-job-count)

- [`company-jobs`](https://www.monocrawl.com/docs/endpoints/linkedin/company-jobs)

- [`company-people`](https://www.monocrawl.com/docs/endpoints/linkedin/company-people)

- [`group`](https://www.monocrawl.com/docs/endpoints/linkedin/group)

- [`job`](https://www.monocrawl.com/docs/endpoints/linkedin/job)

- [`person`](https://www.monocrawl.com/docs/endpoints/linkedin/person)



### Posts and media



- [`company-posts`](https://www.monocrawl.com/docs/endpoints/linkedin/company-posts)

- [`group-posts`](https://www.monocrawl.com/docs/endpoints/linkedin/group-posts)

- [`post`](https://www.monocrawl.com/docs/endpoints/linkedin/post)

- [`post-reactions`](https://www.monocrawl.com/docs/endpoints/linkedin/post-reactions)

- [`post-reposts`](https://www.monocrawl.com/docs/endpoints/linkedin/post-reposts)



### Accounts and audiences



- [`company-profile`](https://www.monocrawl.com/docs/endpoints/linkedin/company-profile)

- [`profile`](https://www.monocrawl.com/docs/endpoints/linkedin/profile)

- [`profile-certifications`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-certifications)

- [`profile-contact`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-contact)

- [`profile-educations`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-educations)

- [`profile-experiences`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-experiences)

- [`profile-freshness`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-freshness)

- [`profile-honors`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-honors)

- [`profile-images`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-images)

- [`profile-interests-companies`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-interests-companies)

- [`profile-interests-groups`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-interests-groups)

- [`profile-posts`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-posts)

- [`profile-publications`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-publications)

- [`profile-reactions`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-reactions)

- [`profile-recommendations`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-recommendations)

- [`profile-skills`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-skills)

- [`profile-stats`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-stats)

- [`profile-videos`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-videos)

- [`profile-volunteers`](https://www.monocrawl.com/docs/endpoints/linkedin/profile-volunteers)

- [`profile/full`](https://www.monocrawl.com/docs/endpoints/linkedin/profile/full)



### Transcripts



- [`post-transcript`](https://www.monocrawl.com/docs/endpoints/linkedin/post-transcript)



### Search and discovery



- [`search-industries`](https://www.monocrawl.com/docs/endpoints/linkedin/search-industries)

- [`search-jobs`](https://www.monocrawl.com/docs/endpoints/linkedin/search-jobs)

- [`search-locations`](https://www.monocrawl.com/docs/endpoints/linkedin/search-locations)

- [`search-people`](https://www.monocrawl.com/docs/endpoints/linkedin/search-people)

- [`search-posts`](https://www.monocrawl.com/docs/endpoints/linkedin/search-posts)

- [`search-posts-native`](https://www.monocrawl.com/docs/endpoints/linkedin/search-posts-native)

- [`search-schools`](https://www.monocrawl.com/docs/endpoints/linkedin/search-schools)



## Endpoint reference

## linkedin/comment-replies

`GET /v1/linkedin/comment-replies`

Available replies to a LinkedIn comment, with text, likes and author. Completeness is not guaranteed: sources can return fewer replies than a parent count reports. Inspect partial, completeness, total and has_more; null means unknown, not zero or complete. Continue only with a returned cursor and the same target. Source coverage differs by post identifier; some sources can only find parents among their first thirty listed comments.

*LinkedIn comment replies*

| Parameter | Required | Description |
| --- | --- | --- |
| `post_id` | yes | The post activity ID or supported LinkedIn post URL. Canonical https://www.linkedin.com/feed/update/urn:li:ugcPost:<id> URLs and typed urn:li:ugcPost:<id> identifiers are also supported for reply recovery. Activity identifiers require a verified mapping to the underlying post; conflicting identities are rejected. — e.g. `7356711184831574036` |
| `comment_id` | yes | The comment id from linkedin/post-comments — e.g. `7356889832989626368` |
| `cursor` | no | Page token from the previous answer |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `cursor`: Continue the same source traversal with the complete returned cursor. Saved-result retrieval and a new source page can have different prices; quote the next call.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 31 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/comment-replies?post_id=7356711184831574036&comment_id=7356889832989626368" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "comment": {
    "author": "example",
    "created_at": "2026-09-01T12:00:00Z",
    "text": "example"
  },
  "comment_id": "example",
  "count": 0,
  "dropped": 0,
  "has_more": false,
  "items": [
    {
      "author": {
        "avatar": "https://example.com/example",
        "handle": "example",
        "headline": "example",
        "name": "example",
        "url": "https://example.com/example"
      },
      "created_at": "2026-09-01T12:00:00Z",
      "id": "example",
      "likes": 0,
      "text": "example"
    }
  ],
  "post_id": "example",
  "total": 0
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/comment-replies#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/comment-replies.json)


## linkedin/company

`GET /v1/linkedin/company`

A company's public LinkedIn page: industry, size, headquarters, follower and employee counts.

*Company page*

| Parameter | Required | Description |
| --- | --- | --- |
| `url` | no | Company LinkedIn URL. Supply either this or domain; do not combine them. — e.g. `https://www.linkedin.com/company/nasa/` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `domain` | no | Alternative to a company URL: discover a bounded set of indexed LinkedIn company pages, then verify an exact returned website hostname. Existing price and limits apply. Ambiguous, missing or unverified matches abstain; this is not exhaustive company search or proof of domain ownership. — e.g. `microsoft.com` |

### Useful optional inputs

- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 5 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/company?url=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnasa%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "id": "12345",
  "name": "Example Company",
  "handle": "example-company",
  "size": "11-50",
  "followers": 1200
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/company#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/company.json)


## linkedin/company-affiliated-pages

`GET /v1/linkedin/company-affiliated-pages`

A company's affiliated and showcase pages: id, name, handle, URL, type, speciality, follower count and logo. Not paged upstream.

*LinkedIn company affiliated pages*

| Parameter | Required | Description |
| --- | --- | --- |
| `company_id` | yes | The numeric LinkedIn company id (as linkedin/company answers it) or a company URL carrying it — e.g. `1441` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |

### Useful optional inputs

- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 3 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/company-affiliated-pages?company_id=1441" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "company_id": "example",
  "count": 0,
  "has_more": false,
  "items": [
    {
      "followers": 0,
      "handle": "example",
      "id": "example",
      "logo": "example",
      "name": "example",
      "speciality": "example",
      "type": "example",
      "url": "https://example.com/example"
    }
  ]
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/company-affiliated-pages#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/company-affiliated-pages.json)


## linkedin/company-job-count

`GET /v1/linkedin/company-job-count`

The number of open jobs a company lists.

*LinkedIn company open jobs*

| Parameter | Required | Description |
| --- | --- | --- |
| `company_id` | yes | The numeric LinkedIn company id (as linkedin/company answers it) or a company URL carrying it — e.g. `783611` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |

### Useful optional inputs

- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 3 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/company-job-count?company_id=783611" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "company_id": "123",
  "open_jobs": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/company-job-count#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/company-job-count.json)


## linkedin/company-jobs

`GET /v1/linkedin/company-jobs`

Open roles at a company, one page at a time: title, location, posting time, employment type, seniority, remote flag, salary where stated and applicant count.

*LinkedIn company jobs*

| Parameter | Required | Description |
| --- | --- | --- |
| `organization_id` | yes | LinkedIn organisation id (from jobs/linkedin/organizations) — e.g. `1441` |
| `query` | no | Keywords to narrow the roles — e.g. `engineer` |
| `location` | no | Country or city — e.g. `London` |
| `cursor` | no | Cursor from the previous page |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |

### Useful optional inputs

- `cursor`: Continue the same source traversal with the complete returned cursor. Saved-result retrieval and a new source page can have different prices; quote the next call.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 3 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/company-jobs?organization_id=1441&query=engineer" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "cursor": null,
  "dropped": 0,
  "has_more": false,
  "items": [
    {
      "benefits": [],
      "board": "example",
      "company": {
        "addresses": [],
        "name": "example"
      },
      "date_posted": "2026-09-01T12:00:00Z",
      "id": "example",
      "industries": [],
      "location": "example",
      "platform": "example",
      "posted": "example",
      "skills": [],
      "title": "example",
      "url": "https://example.com/example"
    }
  ],
  "total": 0
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/company-jobs#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/company-jobs.json)


## linkedin/company-people

`GET /v1/linkedin/company-people`

People who list the company as their employer, twelve a page with the total: name, headline and profile.

*LinkedIn company employees*

| Parameter | Required | Description |
| --- | --- | --- |
| `handle` | no | The company's LinkedIn handle or page URL (or pass organization_id) — e.g. `microsoft` |
| `organization_id` | no | Numeric LinkedIn company id — alternative to handle — e.g. `1035` |
| `cursor` | no | Continue with the complete cursor from the previous response and the original target. Do not edit it. Source coverage varies; a fallback continuation is bound to its source and account and expires after one hour. — e.g. `2` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |

### Useful optional inputs

- `cursor`: Continue the same source traversal with the complete returned cursor. Saved-result retrieval and a new source page can have different prices; quote the next call.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 8 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/company-people?handle=microsoft" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "company_id": "example",
  "count": 0,
  "cursor": null,
  "dropped": 0,
  "has_more": false,
  "items": [
    {
      "avatar": "https://example.com/example",
      "handle": "example",
      "headline": "example",
      "name": "example",
      "platform": "example",
      "url": "https://example.com/example"
    }
  ],
  "page": 0,
  "total": 0
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/company-people#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/company-people.json)


## linkedin/company-posts

`GET /v1/linkedin/company-posts`

Recent posts from a company's LinkedIn page, one numbered page at a time.

*Company posts*

| Parameter | Required | Description |
| --- | --- | --- |
| `url` | yes | LinkedIn company URL. — e.g. `https://www.linkedin.com/company/nasa/` |
| `page` | no | Page number, 1 to 7 (the supplier documents up to seven pages); omitted = the first page — e.g. `1` |
| `cursor` | no | Continuation: the cursor from the previous answer (the next page number). Use it instead of page. — e.g. `2` |
| `pages` | no | Optional bounded collection of 1–3 source pages at the normal price, within one shared spending limit and total deadline. Default 1. Inspect pages_fetched, partial and window_stop_reason: fewer pages may fit. Continue using the returned cursor with the same pages and filters. Source order is preserved; this is not an exhaustive result set. — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `pages`: Bound source-page collection using this endpoint’s documented limits. Read the existing page budget and inspect the quote; fewer pages may fit.
- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 4 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/company-posts?url=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnasa%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [
    {
      "id": "urn:li:activity:1234567890123456789",
      "text": "Illustrative company post",
      "stats": {
        "likes": 12,
        "comments": 3
      }
    }
  ],
  "cursor": null,
  "has_more": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/company-posts#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/company-posts.json)


## linkedin/company-profile

`GET /v1/linkedin/company-profile`

The enriched record for one company: industry, description, type, size band, headcount and its change over a month, quarter and year, followers, founding year, headquarters, revenue and funding where known, and open-role count. Distinct from linkedin/company, which answers what the public page shows.

*LinkedIn company record*

| Parameter | Required | Description |
| --- | --- | --- |
| `handle` | no | Company handle (the URL slug) — e.g. `google` |
| `url` | no | Full company URL, instead of the handle — e.g. `https://www.linkedin.com/company/google` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 5 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/company-profile?url=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgoogle" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "cover": "example",
  "description": "example",
  "employees": 0,
  "employees_range": "example",
  "followers": 0,
  "handle": "example",
  "hq": {
    "city": "example",
    "country": "example",
    "line": "example",
    "postal_code": "example",
    "region": "example"
  },
  "id": "example",
  "industries": [
    "example"
  ],
  "logo": "example",
  "name": "example",
  "platform": "example",
  "specialities": [
    "example"
  ],
  "url": "https://example.com/example",
  "website": "example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/company-profile#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/company-profile.json)


## linkedin/group

`GET /v1/linkedin/group`

A LinkedIn group: name, members, description, rules, owners, industries and images.

*LinkedIn group*

| Parameter | Required | Description |
| --- | --- | --- |
| `group_id` | yes | A LinkedIn group id or URL — e.g. `62438` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |

### Useful optional inputs

- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 3 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/group?group_id=62438" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "active": false,
  "cover": "example",
  "created_at": "2026-09-01T12:00:00Z",
  "description": "example",
  "id": "example",
  "industries": [
    "example"
  ],
  "logo": "example",
  "members": 0,
  "name": "example",
  "owners": [
    {
      "handle": "example",
      "headline": "example",
      "joined_at": "2026-09-01T12:00:00Z",
      "name": "example",
      "url": "https://example.com/example"
    }
  ],
  "platform": "example",
  "post_approval_required": false,
  "public": false,
  "rules": "example",
  "url": "https://example.com/example",
  "urn": "example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/group#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/group.json)


## linkedin/group-posts

`GET /v1/linkedin/group-posts`

Posts in a LinkedIn group with available text, media, engagement and author. Continue with the returned cursor and the same group and account; when a cursor is returned it is required for that source's next page. A page number alone does not switch an existing traversal to another source. Total collection size and completeness may be unknown.

*LinkedIn group posts*

| Parameter | Required | Description |
| --- | --- | --- |
| `group_id` | yes | A LinkedIn group id or URL — e.g. `62438` |
| `page` | no | Page number, starting at 1. With a returned cursor, omit page or supply the matching next page. A page number alone cannot continue a source that requires its cursor. — e.g. `1` |
| `cursor` | no | Opaque continuation from the previous response. Keep the same group and account; do not edit the token. Required for subsequent pages when returned. |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `cursor`: Continue the same source traversal with the complete returned cursor. Saved-result retrieval and a new source page can have different prices; quote the next call.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 5 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/group-posts?group_id=62438" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "cursor": null,
  "group_id": "example",
  "has_more": false,
  "items": [
    {
      "author": {
        "account_type": "example",
        "avatar": "https://example.com/example",
        "handle": "example",
        "headline": "example",
        "id": "example",
        "name": "example",
        "url": "https://example.com/example"
      },
      "comments_preview": [],
      "created_at": "2026-09-01T12:00:00Z",
      "document": {
        "pages": 0,
        "title": "example"
      },
      "id": "example",
      "image": "https://example.com/example",
      "images": [
        "example"
      ],
      "links": [
        "example"
      ],
      "platform": "example",
      "post_type": "example",
      "stats": {
        "comments": 0,
        "likes": 0,
        "reactions": [
          {}
        ],
        "shares": 0
      },
      "text": "example",
      "url": "https://example.com/example",
      "urns": {
        "share": "example"
      },
      "video_thumbnail": "example"
    }
  ],
  "page": 0,
  "total": 0
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/group-posts#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/group-posts.json)


## linkedin/job

`GET /v1/linkedin/job`

One job posting in full: title, company, location, description, posting and last-seen times, employment type, seniority, remote flag, salary where stated, applicant count and the external apply link.

*LinkedIn job posting*

| Parameter | Required | Description |
| --- | --- | --- |
| `id` | yes | Job id from a search result — e.g. `4344456572` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |

### Useful optional inputs

- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 1 credit at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/job?id=4344456572" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "id": "123",
  "title": "Example role",
  "description": "Illustrative job description."
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/job#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/job.json)


## linkedin/person

`GET /v1/linkedin/person`

The enriched record for one person: headline, summary, location, connections and followers, current role, full work history, education, skills, languages and links. Distinct from linkedin/profile, which answers what the public page shows. Email addresses are never returned.

*LinkedIn person record*

| Parameter | Required | Description |
| --- | --- | --- |
| `handle` | no | Public profile handle (the URL slug) — e.g. `williamhgates` |
| `url` | no | Full profile URL, instead of the handle — e.g. `https://www.linkedin.com/in/williamhgates` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |

### Useful optional inputs

- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 5 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/person?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fwilliamhgates" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "avatar": "https://example.com/example",
  "background_image": "https://example.com/example",
  "certifications": [],
  "current_role": {
    "company": "example",
    "company_handle": "example",
    "company_url": "https://example.com/example",
    "is_current": false,
    "start": "example",
    "title": "example"
  },
  "education": [
    {
      "end": "example",
      "institution": "example",
      "start": "example"
    }
  ],
  "experience": [
    {
      "company": "example",
      "company_handle": "example",
      "company_url": "https://example.com/example",
      "is_current": false,
      "start": "example",
      "title": "example"
    }
  ],
  "first_name": "example",
  "handle": "example",
  "headline": "example",
  "id": "example",
  "languages": [],
  "last_name": "example",
  "location": {
    "city": "example",
    "country": "example",
    "full": "example"
  },
  "name": "example",
  "platform": "example",
  "position_info": {
    "current_employment_verified": false,
    "ordering": "example",
    "positions_returned": 0,
    "positions_with_skills": 0,
    "skills_scope": "example"
  },
  "projects": [],
  "skills": [],
  "summary": "example",
  "top_position": {
    "company": "example",
    "company_handle": "example",
    "company_url": "https://example.com/example",
    "is_current": false,
    "start": "example",
    "title": "example"
  },
  "url": "https://example.com/example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/person#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/person.json)


## linkedin/post

`GET /v1/linkedin/post`

One LinkedIn post: text, author, like and comment counts, with a short comment preview.

*Post details*

| Parameter | Required | Description |
| --- | --- | --- |
| `url` | yes | Full LinkedIn post URL. — e.g. `https://www.linkedin.com/feed/update/urn:li:activity:7500971887234097153` |
| `include_comments` | no | Set true to include one comments page within this request’s existing price, spending limit and total deadline. No extra customer charge. Inspect comments_status and comments_page; a failed comments lookup leaves the post available with partial=true. Continue via linkedin/post-comments at that route’s normal price. — e.g. `false` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 5 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/post?url=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A7500971887234097153" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "id": "urn:li:activity:1234567890123456789",
  "text": "Illustrative company post",
  "stats": {
    "likes": 12,
    "comments": 3
  }
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/post#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/post.json)


## linkedin/post-comments

`GET /v1/linkedin/post-comments`

A post's comments, ten a page with the total: text, time, likes, reply count, pinned and edited flags, the commenter's name, headline and profile.

*LinkedIn post comments*

| Parameter | Required | Description |
| --- | --- | --- |
| `url` | no | Post URL (or pass comments_urn from a profile-posts card, which saves a request) — e.g. `https://www.linkedin.com/feed/update/urn:li:activity:7496695637644828672` |
| `comments_urn` | no | urns.comments from a profile-posts card |
| `cursor` | no | Continue with the complete cursor from the previous response and the original target. Do not edit it. Source coverage varies; a fallback continuation is bound to its source and account and expires after one hour. — e.g. `2` |
| `pages` | no | Optional bounded collection of 1–3 source pages at the normal price, within one shared spending limit and total deadline. Default 1. Inspect pages_fetched, partial and window_stop_reason: fewer pages may fit. Continue using the returned cursor with the same pages and filters. Source order is preserved; this is not an exhaustive result set. — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `pages`: Bound source-page collection using this endpoint’s documented limits. Read the existing page budget and inspect the quote; fewer pages may fit.
- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 4 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/post-comments?url=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A7496695637644828672" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "cursor": null,
  "dropped": 0,
  "has_more": false,
  "items": [
    {
      "author": {
        "avatar": "https://example.com/example",
        "headline": "example",
        "name": "example",
        "url": "https://example.com/example"
      },
      "created_at": "2026-09-01T12:00:00Z",
      "edited": false,
      "id": "example",
      "likes": 0,
      "pinned": false,
      "reply_count": 0,
      "text": "example",
      "url": "https://example.com/example"
    }
  ],
  "page": 0,
  "post_url": "https://example.com/example",
  "total": 0
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/post-comments#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/post-comments.json)


## linkedin/post-reactions

`GET /v1/linkedin/post-reactions`

Who reacted to a post and how, up to ten records per response: reaction type, name, headline and profile. Totals are source-reported and may include unavailable reactions. Continue with the complete returned cursor and the same post. A newly acquired source page costs eight credits; saved continuation pages marked next_page_credits=0 are free and expire after one hour. Source coverage depends on the supplied post identifier.

*LinkedIn post reactions*

| Parameter | Required | Description |
| --- | --- | --- |
| `url` | no | Post URL (or pass reactions_urn from a profile-posts card) — e.g. `https://www.linkedin.com/feed/update/urn:li:activity:7496695637644828672` |
| `reactions_urn` | no | urns.reactions from a profile-posts card |
| `cursor` | no | Opaque continuation from the previous response. Keep the same post and account; do not edit the token. Saved pages with next_page_credits=0 are free for one hour; a new source acquisition uses the normal endpoint price. — e.g. `2` |
| `pages` | no | Optional bounded collection of 1–3 source pages at the normal price, within one shared spending limit and total deadline. Default 1. Inspect pages_fetched, partial and window_stop_reason: fewer pages may fit. Continue using the returned cursor with the same pages and filters. Source order is preserved; this is not an exhaustive result set. — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `pages`: Bound source-page collection using this endpoint’s documented limits. Read the existing page budget and inspect the quote; fewer pages may fit.
- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 8 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/post-reactions?url=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A7496695637644828672" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "cursor": null,
  "dropped": 0,
  "has_more": false,
  "items": [
    {
      "actor": {
        "avatar": "https://example.com/example",
        "headline": "example",
        "id": "example",
        "name": "example",
        "url": "https://example.com/example"
      },
      "type": "example"
    }
  ],
  "page": 0,
  "post_url": "https://example.com/example",
  "total": 0
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/post-reactions#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/post-reactions.json)


## linkedin/post-reposts

`GET /v1/linkedin/post-reposts`

Who reposted a post, ten a page with the total: the repost's own URL and commentary, the reposter's name and profile.

*LinkedIn post reposts*

| Parameter | Required | Description |
| --- | --- | --- |
| `url` | no | Post URL (or pass reposts_urn from a profile-posts card) — e.g. `https://www.linkedin.com/feed/update/urn:li:activity:7496695637644828672` |
| `reposts_urn` | no | urns.reposts from a profile-posts card |
| `cursor` | no | Page number from the previous page — e.g. `2` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `cursor`: Continue the same source traversal with the complete returned cursor. Saved-result retrieval and a new source page can have different prices; quote the next call.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 4 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/post-reposts?url=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A7496695637644828672" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "cursor": null,
  "dropped": 0,
  "has_more": false,
  "items": [
    {
      "reposter": {
        "avatar": "https://example.com/example",
        "id": "example",
        "name": "example",
        "url": "https://example.com/example"
      },
      "text": "example",
      "url": "https://example.com/example"
    }
  ],
  "page": 0,
  "post_url": "https://example.com/example",
  "total": 0
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/post-reposts#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/post-reposts.json)


## linkedin/post-transcript

`GET /v1/linkedin/post-transcript`

The spoken words of a video in a LinkedIn post as text. transcript is null when the video has no speech or captions — that is the honest answer, not an error.

*Video transcript*

| Parameter | Required | Description |
| --- | --- | --- |
| `url` | yes | LinkedIn post URL containing a video under ~2 minutes. — e.g. `https://www.linkedin.com/feed/update/urn:li:activity:7500971887234097153` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |

### Useful optional inputs

- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 5 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/post-transcript?url=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A7500971887234097153" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "has_transcript": false,
  "platform": "example",
  "transcript": "example",
  "url": "https://example.com/example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/post-transcript#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/post-transcript.json)


## linkedin/profile

`GET /v1/linkedin/profile`

A person's public LinkedIn profile: headline, member id, about, location, followers and connections, experience, education, skills, languages and certifications. Recent posts are listed by linkedin/profile-posts.

*Person profile*

| Parameter | Required | Description |
| --- | --- | --- |
| `url` | yes | LinkedIn profile URL. — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 5 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "_warnings": [],
  "about": "example",
  "articles": [
    {
      "author": "example",
      "date_published": "2026-09-01T12:00:00Z",
      "headline": "example",
      "image_url": "https://example.com/example",
      "text": "example",
      "url": "https://example.com/example"
    }
  ],
  "avatar_url": "https://example.com/example",
  "background_image": "https://example.com/example",
  "certifications": [],
  "education": [
    {
      "end": "example",
      "institution": "example",
      "start": "example"
    }
  ],
  "experience": [
    {
      "company": "example",
      "company_handle": "example",
      "company_url": "https://example.com/example",
      "is_current": false,
      "org": "example",
      "start": "example",
      "title": "example",
      "url": "https://example.com/example"
    }
  ],
  "first_name": "example",
  "followers": 0,
  "handle": "example",
  "headline": "example",
  "id": "example",
  "id_kind": "example",
  "languages": [],
  "last_name": "example",
  "location": "example",
  "member_urn": "example",
  "name": "example",
  "platform": "example",
  "position_info": {
    "current_employment_verified": false,
    "ordering": "example",
    "positions_returned": 0,
    "positions_with_skills": 0,
    "skills_scope": "example"
  },
  "projects": [],
  "publications": [],
  "recent_posts": [
    {
      "date": "2026-09-01T12:00:00Z",
      "id": "example",
      "title": "example",
      "type": "example",
      "url": "https://example.com/example"
    }
  ],
  "recommendations": [],
  "skills": [],
  "top_position": {
    "company": "example",
    "company_handle": "example",
    "company_url": "https://example.com/example",
    "is_current": false,
    "org": "example",
    "start": "example",
    "title": "example",
    "url": "https://example.com/example"
  },
  "url": "https://example.com/example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile.json)


## linkedin/profile-certifications

`GET /v1/linkedin/profile-certifications`

A member's licences and certifications, one page at a time: title, issuing authority, issue date and credential link.

*LinkedIn member certifications*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAAARpiwIBp_SzoeHPlUfOvmtibe08Ea1iCh4` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `page` | no | Page number — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-certifications?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "_meta": {
    "billing": {
      "charged": 0,
      "list_price": 0,
      "reason": "example"
    }
  },
  "count": 0,
  "has_more": false,
  "items": [],
  "page": 0,
  "total": 0,
  "urn": "example",
  "urn_lookup": {
    "cached": false,
    "method": "example",
    "performed": false,
    "username": "example"
  }
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-certifications#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-certifications.json)


## linkedin/profile-comments

`GET /v1/linkedin/profile-comments`

The posts a person recently commented on, twenty a page, each with the person's comment.

*LinkedIn profile comments*

| Parameter | Required | Description |
| --- | --- | --- |
| `handle` | no | Public profile handle (the URL slug), or pass url — e.g. `satyanadella` |
| `url` | no | Full profile URL — e.g. `https://www.linkedin.com/in/satyanadella` |
| `cursor` | no | Continue with the complete cursor from the previous response and the original target. Do not edit it. Source coverage varies; a fallback continuation is bound to its source and account and expires after one hour. |
| `pagination_token` | no | pagination_token from the previous page |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `cursor`: Continue the same source traversal with the complete returned cursor. Saved-result retrieval and a new source page can have different prices; quote the next call.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 4 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-comments?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "cursor": null,
  "dropped": 0,
  "has_more": false,
  "items": [
    {
      "author": {
        "avatar": "https://example.com/example",
        "headline": "example",
        "name": "example",
        "url": "https://example.com/example"
      },
      "comment": {
        "author": {},
        "created_at": "2026-09-01T12:00:00Z",
        "edited": false,
        "likes": 0,
        "reply_count": 0,
        "text": "example"
      },
      "comments_preview": [],
      "created_at": "2026-09-01T12:00:00Z",
      "id": "example",
      "image": "https://example.com/example",
      "images": [
        "example"
      ],
      "links": [
        "example"
      ],
      "platform": "example",
      "posted_ago": "example",
      "stats": {
        "comments": 0,
        "likes": 0,
        "reactions": {},
        "shares": 0
      },
      "text": "example",
      "url": "https://example.com/example",
      "urns": {
        "comments": "example",
        "reactions": "example",
        "reposts": "example"
      },
      "video_thumbnail": "example"
    }
  ],
  "page": 0,
  "pagination_token": "example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-comments#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-comments.json)


## linkedin/profile-contact

`GET /v1/linkedin/profile-contact`

A member's public contact card: websites and social handles. E-mail addresses, phone numbers and postal addresses are personal data and are withheld; the answer lists what was withheld.

*LinkedIn public contact details*

| Parameter | Required | Description |
| --- | --- | --- |
| `url` | yes | Profile URL or handle — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 3 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-contact?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "handle": "example",
  "name": "example",
  "platform": "example",
  "twitter": [],
  "urn": "example",
  "websites": [
    {
      "url": "https://example.com/example"
    }
  ],
  "withheld": [
    "example"
  ],
  "withheld_note": "example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-contact#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-contact.json)


## linkedin/profile-educations

`GET /v1/linkedin/profile-educations`

A member's education history, one page at a time: school, degree and dates.

*LinkedIn member education*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAAARpiwIBp_SzoeHPlUfOvmtibe08Ea1iCh4` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `page` | no | Page number — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-educations?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "has_more": false,
  "items": [
    {
      "degree": "example",
      "end_date": "2026-09-01T12:00:00Z",
      "school": "example",
      "start_date": "2026-09-01T12:00:00Z"
    }
  ],
  "page": 0,
  "total": 0,
  "urn": "example",
  "urn_lookup": {
    "cached": false,
    "method": "example",
    "performed": false,
    "username": "example"
  }
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-educations#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-educations.json)


## linkedin/profile-experiences

`GET /v1/linkedin/profile-experiences`

A member's work experiences, one page at a time: title, employment type, location, dates, description, skills and the company (id, name, URL, logo).

*LinkedIn member experiences*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAAAjpjWIBMh1iBR4OgSPK5GXetlQ6dYUT-qo` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `page` | no | Page number — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-experiences?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "has_more": false,
  "items": [
    {
      "company": {
        "id": "example",
        "logo": "example",
        "name": "example",
        "url": "https://example.com/example"
      },
      "end_date": "2026-09-01T12:00:00Z",
      "location": "example",
      "skills": [],
      "start_date": "2026-09-01T12:00:00Z",
      "title": "example"
    }
  ],
  "page": 0,
  "total": 0,
  "urn": "example",
  "urn_lookup": {
    "cached": false,
    "method": "example",
    "performed": false,
    "username": "example"
  }
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-experiences#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-experiences.json)


## linkedin/profile-freshness

`GET /v1/linkedin/profile-freshness`

The account-freshness panel of a member (not the About text): the month the account joined and how recently the contact details and profile photo changed.

*LinkedIn account freshness*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAAA8BYqEBCGLg_vT_ca6mMEqkpp9nVffJ3hc` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-freshness?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "contact_information_updated": "2026-09-01T12:00:00Z",
  "joined": "example",
  "platform": "example",
  "profile_photo_updated": "2026-09-01T12:00:00Z",
  "urn": "example",
  "urn_lookup": {
    "cached": false,
    "method": "example",
    "performed": false,
    "username": "example"
  }
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-freshness#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-freshness.json)


## linkedin/profile-honors

`GET /v1/linkedin/profile-honors`

A member's honours and awards, one page at a time: title, issuer, date and the associated organisation.

*LinkedIn member honours*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAAC41xVEBx77koDz3k1eJ5E9t8UZ7g0IVGj4` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `page` | no | Page number — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-honors?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [],
  "cursor": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-honors#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-honors.json)


## linkedin/profile-images

`GET /v1/linkedin/profile-images`

A member's posts that carry images, twenty per page with a continuation token: post id, URL, the images at every size and the relative posting time.

*LinkedIn member image posts*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `page` | no | Page number — e.g. `1` |
| `cursor` | no | The token from the previous page |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `cursor`: Continue the same source traversal with the complete returned cursor. Saved-result retrieval and a new source page can have different prices; quote the next call.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-images?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [],
  "cursor": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-images#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-images.json)


## linkedin/profile-interests-companies

`GET /v1/linkedin/profile-interests-companies`

The companies a member follows, one page at a time: id, name, URL, follower count and logo.

*LinkedIn member followed companies*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAAEDH77YBEVIYXAaEwTicp5CcB_hR7DfFL9o` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `page` | no | Page number — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-interests-companies?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [],
  "cursor": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-interests-companies#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-interests-companies.json)


## linkedin/profile-interests-groups

`GET /v1/linkedin/profile-interests-groups`

The groups a member belongs to, one page at a time: id, name, URL, member count and logo.

*LinkedIn member groups*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAAAjpjWIBMh1iBR4OgSPK5GXetlQ6dYUT-qo` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `page` | no | Page number — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-interests-groups?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [],
  "cursor": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-interests-groups#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-interests-groups.json)


## linkedin/profile-posts

`GET /v1/linkedin/profile-posts`

A person's posts, newest first, twenty a page: text, media, links, like/comment/share counts with the reaction breakdown, and the engagement tokens the post-comments, post-reactions and post-reposts routes accept.

*LinkedIn profile posts*

| Parameter | Required | Description |
| --- | --- | --- |
| `handle` | no | Public profile handle (the URL slug), or pass url — e.g. `satyanadella` |
| `url` | no | Full profile URL — e.g. `https://www.linkedin.com/in/satyanadella` |
| `media` | no | image or video: only posts carrying that media Accepted values: image, video. Case, spaces, hyphens and underscores are interchangeable. |
| `cursor` | no | Continue with the complete cursor from the previous response and the original target. Do not edit it. Source coverage varies; a fallback continuation is bound to its source and account and expires after one hour. |
| `pagination_token` | no | pagination_token from the previous page, passed alongside the cursor |
| `pages` | no | Optional bounded collection of 1–3 source pages within the same normal price, total deadline and spending limit. Default 1. Fewer pages may fit; inspect pages_fetched and window_stop_reason. Continue with both returned cursor and pagination_token when present; keep pages and filters unchanged. This is not a complete historical archive or a last-active indicator. — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `pages`: Bound source-page collection using this endpoint’s documented limits. Read the existing page budget and inspect the quote; fewer pages may fit.
- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 4 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-posts?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "cursor": null,
  "dropped": 0,
  "has_more": false,
  "items": [
    {
      "author": {
        "avatar": "https://example.com/example",
        "headline": "example",
        "name": "example",
        "url": "https://example.com/example"
      },
      "comments_preview": [],
      "created_at": "2026-09-01T12:00:00Z",
      "id": "example",
      "image": "https://example.com/example",
      "images": [
        "example"
      ],
      "is_repost": false,
      "links": [
        "example"
      ],
      "platform": "example",
      "posted_ago": "example",
      "stats": {
        "comments": 0,
        "likes": 0,
        "reactions": {},
        "shares": 0
      },
      "text": "example",
      "url": "https://example.com/example",
      "urns": {
        "comments": "example",
        "reactions": "example",
        "reposts": "example"
      },
      "video_thumbnail": "example"
    }
  ],
  "page": 0,
  "pagination_token": "example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-posts#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-posts.json)


## linkedin/profile-publications

`GET /v1/linkedin/profile-publications`

A member's publications, one page at a time: title, publisher, description, date and link. Source expansion is not available for every profile. A refused section returns an uncharged error; an empty section with a positive source total is explicitly partial. A profile URL may require a separate identity lookup within the quoted request.

*LinkedIn member publications*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAAB8rG_UB7cstjC__gk5318uYsZOIVkyysi4` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `page` | no | Page number — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-publications?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [],
  "cursor": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-publications#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-publications.json)


## linkedin/profile-reactions

`GET /v1/linkedin/profile-reactions`

The posts a person recently reacted to, twenty a page, in the profile-posts shape.

*LinkedIn profile reactions*

| Parameter | Required | Description |
| --- | --- | --- |
| `handle` | no | Public profile handle (the URL slug), or pass url — e.g. `satyanadella` |
| `url` | no | Full profile URL — e.g. `https://www.linkedin.com/in/satyanadella` |
| `cursor` | no | Continue with the complete cursor from the previous response and the original target. Do not edit it. Source coverage varies; a fallback continuation is bound to its source and account and expires after one hour. |
| `pagination_token` | no | pagination_token from the previous page |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `cursor`: Continue the same source traversal with the complete returned cursor. Saved-result retrieval and a new source page can have different prices; quote the next call.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 4 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-reactions?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "cursor": null,
  "dropped": 0,
  "has_more": false,
  "items": [
    {
      "author": {
        "avatar": "https://example.com/example",
        "headline": "example",
        "name": "example",
        "url": "https://example.com/example"
      },
      "comments_preview": [],
      "created_at": "2026-09-01T12:00:00Z",
      "id": "example",
      "image": "https://example.com/example",
      "images": [
        "example"
      ],
      "links": [
        "example"
      ],
      "platform": "example",
      "posted_ago": "example",
      "stats": {
        "comments": 0,
        "likes": 0,
        "reactions": {},
        "shares": 0
      },
      "text": "example",
      "url": "https://example.com/example",
      "urns": {
        "comments": "example",
        "reactions": "example",
        "reposts": "example"
      },
      "video_thumbnail": "example"
    }
  ],
  "page": 0,
  "pagination_token": "example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-reactions#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-reactions.json)


## linkedin/profile-recommendations

`GET /v1/linkedin/profile-recommendations`

The recommendations a member received or gave, one page at a time: text, date, relationship and the recommender. Source expansion is not available for every profile. A refused section returns an uncharged error; an empty section with a positive source total is explicitly partial. A profile URL may require a separate identity lookup within the quoted request.

*LinkedIn member recommendations*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAAC3iNKcB3qbWJrP7K5Z3i89AF5c1snr8bhc` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `type` | no | received (default) or given Accepted values: received, given. Case, spaces, hyphens and underscores are interchangeable. — e.g. `received` |
| `page` | no | Page number — e.g. `1` |
| `pagination_token` | no | The supplier's pagination token, forwarded as given |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-recommendations?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [],
  "cursor": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-recommendations#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-recommendations.json)


## linkedin/profile-skills

`GET /v1/linkedin/profile-skills`

A member's skills, twenty per page: name, endorsement count and whether the skill assessment was passed. Source expansion is not available for every profile. A refused section returns an uncharged error; an empty section with a positive source total is explicitly partial. A profile URL may require a separate identity lookup within the quoted request.

*LinkedIn member skills*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAACkphDcBDruPBdXiAnqyc834jkTkd_4kRnU` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `page` | no | Page number — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-skills?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [],
  "cursor": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-skills#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-skills.json)


## linkedin/profile-stats

`GET /v1/linkedin/profile-stats`

A member's follower and connection counts.

*LinkedIn follower and connection counts*

| Parameter | Required | Description |
| --- | --- | --- |
| `url` | yes | Profile URL or handle — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |

### Useful optional inputs

- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 3 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-stats?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "handle": "example",
  "followers": null,
  "connections": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-stats#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-stats.json)


## linkedin/profile-videos

`GET /v1/linkedin/profile-videos`

A member's video posts, paged with a continuation token: post id, URL, duration, thumbnail, like and comment counts and the reaction breakdown. Source expansion is not available for every profile. A refused section returns an uncharged error; an empty section with a positive source total is explicitly partial. A profile URL may require a separate identity lookup within the quoted request.

*LinkedIn member video posts*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `page` | no | Page number — e.g. `1` |
| `cursor` | no | The token from the previous page |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `cursor`: Continue the same source traversal with the complete returned cursor. Saved-result retrieval and a new source page can have different prices; quote the next call.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-videos?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [],
  "cursor": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-videos#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-videos.json)


## linkedin/profile-volunteers

`GET /v1/linkedin/profile-volunteers`

A member's volunteer experiences, one page at a time: organisation, role, cause, duration, description and dates. Source expansion is not available for every profile. A refused section returns an uncharged error; an empty section with a positive source total is explicitly partial. A profile URL may require a separate identity lookup within the quoted request.

*LinkedIn member volunteering*

| Parameter | Required | Description |
| --- | --- | --- |
| `urn` | no | The member URN (ACoAA…). Send this or url. — e.g. `ACoAAAWowRcBd8L3PJrg7-jrzLZGZeGBLz9kmSw` |
| `url` | no | Profile URL or handle, resolved to the URN by one extra supplier request (reported as urn_lookup) — e.g. `https://www.linkedin.com/in/satyanadella/` |
| `page` | no | Page number — e.g. `1` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 16 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile-volunteers?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fsatyanadella%2F" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [],
  "cursor": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile-volunteers#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile-volunteers.json)


## linkedin/profile/full

`GET /v1/linkedin/profile/full`

A real public profile plus one page of posts/videos, preserving original normalized component fields and source order. HTTP 200 may be partial: inspect complete, partial and legs. Failed profile: no posts requested, zero charge. Failed posts: profile retained and only that successful component charged. Cached components use the public cache-hit price. Computed fields summarize the returned page, including available engagement averages and observed posting frequency. Missing metrics remain unknown.

*LinkedIn profile with posts (one page)*

| Parameter | Required | Description |
| --- | --- | --- |
| `url` | yes | Public profile identifier. LinkedIn accepts /company/name or /in/name URLs. — e.g. `https://www.linkedin.com/company/microsoft` |
| `posts` | no | Desired page size, 1-100. Existing components choose their own page size; the entire single source page is preserved, even if longer or shorter, so no records are skipped between cursors. No automatic extra pages. — e.g. `25` |
| `cursor` | no | Opaque posts_cursor from the previous response; use posts_pagination.next_params to retain all required context. Unsupported component continuation is refused before calls. |
| `include` | no | CSV: posts and/or computed (default both), or profile alone. Profile is always returned. Computed is arithmetic over this page only, not an AI summary. — e.g. `posts,computed` |
| `pagination_token` | no | Pass with the cursor when the personal-profile posts page supplied it. Company continuation is rejected until its registered component supports it. |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `cursor`: Continue the same source traversal with the complete returned cursor. Saved-result retrieval and a new source page can have different prices; quote the next call.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 15 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/profile/full?url=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicrosoft" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "_meta": {
    "billing": {
      "charged": 0,
      "components": [
        {}
      ],
      "formula": "example",
      "list_price": 0,
      "maximum_component_credits": 0
    }
  },
  "_warnings": [
    "example"
  ],
  "complete": false,
  "computed": {
    "averages": {
      "comments": 0,
      "likes": 0,
      "shares": 0
    },
    "metric_samples": {
      "comments": 0,
      "likes": 0,
      "shares": 0,
      "views": 0
    },
    "note": "example",
    "observed_posts_per_day": 0,
    "posting_window": {
      "days": 0,
      "end": "example",
      "posts_with_timestamps": 0,
      "start": "example"
    },
    "sample_size": 0
  },
  "identity_kind": "example",
  "legs": [
    {
      "attempts": 0,
      "component": "example",
      "credits": 0,
      "endpoint": "example",
      "ok": false,
      "served_by": "example",
      "status": 0
    }
  ],
  "partial": false,
  "platform": "example",
  "posts": [
    {
      "author": {
        "avatar": "https://example.com/example",
        "headline": "example",
        "name": "example",
        "url": "https://example.com/example"
      },
      "comments_preview": [],
      "created_at": "2026-09-01T12:00:00Z",
      "id": "example",
      "image": "https://example.com/example",
      "images": [
        "example"
      ],
      "is_repost": false,
      "links": [
        "example"
      ],
      "platform": "example",
      "posted_ago": "example",
      "stats": {
        "comments": 0,
        "likes": 0,
        "reactions": {},
        "shares": 0
      },
      "text": "example",
      "url": "https://example.com/example",
      "urns": {
        "comments": "example",
        "reactions": "example",
        "reposts": "example"
      }
    }
  ],
  "posts_cursor": "example",
  "posts_metadata": {
    "count": 0,
    "cursor": null,
    "has_more": false,
    "page": 0,
    "total": 0
  },
  "posts_pagination": {
    "has_more": false,
    "next_params": {
      "cursor": null,
      "url": "https://example.com/example"
    },
    "page_size_control": "example",
    "requested": 0,
    "returned": 0,
    "total": 0
  },
  "profile": {
    "cover_url": "https://example.com/example",
    "description": "example",
    "employees_count": 0,
    "followers": 0,
    "funding": {
      "last_round": {
        "amount": "example"
      }
    },
    "handle": "example",
    "headquarters": "example",
    "id": "example",
    "industry": "example",
    "location": {
      "city": "example",
      "country": "example",
      "state": "example"
    },
    "logo_url": "https://example.com/example",
    "name": "example",
    "platform": "example",
    "posts_preview": [
      {
        "created_at": "2026-09-01T12:00:00Z",
        "id": "example",
        "platform": "example",
        "text": "example",
        "url": "https://example.com/example"
      }
    ],
    "posts_preview_info": {
      "pagination_supported": false,
      "returned": 0,
      "source_pagination_token": "example"
    },
    "similar_pages": [
      {
        "logo_url": "https://example.com/example",
        "name": "example",
        "url": "https://example.com/example"
      }
    ],
    "size": "example",
    "specialties": [
      "example"
    ],
    "type": "example",
    "url": "https://example.com/example",
    "website": "example"
  },
  "scope": "example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/profile/full#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/profile/full.json)


## linkedin/search-industries

`GET /v1/linkedin/search-industries`

LinkedIn industries matching a typed name, each with the id the people-search industry filter takes.

*LinkedIn industry lookup*

| Parameter | Required | Description |
| --- | --- | --- |
| `query` | yes | The start of an industry name — e.g. `Software` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 4 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/search-industries?query=Software" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "has_more": false,
  "items": [
    {
      "id": "example",
      "kind": "example",
      "name": "example"
    }
  ],
  "query": "example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/search-industries#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/search-industries.json)


## linkedin/search-jobs

`GET /v1/linkedin/search-jobs`

Search job postings by free text, location, country or company, one page at a time, in the same posting shape as a company's jobs.

*LinkedIn job search*

| Parameter | Required | Description |
| --- | --- | --- |
| `query` | no | Required for the first page (title is an accepted alias). A returned cursor can continue the original search without query. Preserve the original filters when continuing. — e.g. `data engineer` |
| `location` | no | Country or city; worldwide when empty — e.g. `London` |
| `organization_ids` | no | Organisation ids from jobs/linkedin/organizations — e.g. `1441` |
| `date_posted` | no | month, week or day Accepted values: month, week, day. Case, spaces, hyphens and underscores are interchangeable. — e.g. `week` |
| `employment_types` | no | contractor, fulltime, parttime, intern or temporary Accepted values (comma-separated): contractor, fulltime, parttime, intern, temporary. Case, spaces, hyphens and underscores are interchangeable. — e.g. `fulltime` |
| `experience_levels` | no | intern, entry, associate, midSenior or director Accepted values (comma-separated): intern, entry, associate, midSenior, director. Case, spaces, hyphens and underscores are interchangeable. — e.g. `midSenior` |
| `workplace_types` | no | remote, hybrid or onSite Accepted values (comma-separated): remote, hybrid, onSite. Case, spaces, hyphens and underscores are interchangeable. — e.g. `remote` |
| `cursor` | no | Cursor from the previous page |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `date_posted`: Choose the documented source window for recent results; coverage can still be incomplete. The normal endpoint price applies; this does not buy a complete date archive.
- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 3 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/search-jobs?query=data%20engineer" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [],
  "count": 0,
  "cursor": null
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/search-jobs#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/search-jobs.json)


## linkedin/search-locations

`GET /v1/linkedin/search-locations`

LinkedIn locations matching a typed name, each with the id the people-search location filter takes.

*LinkedIn location lookup*

| Parameter | Required | Description |
| --- | --- | --- |
| `query` | yes | The start of a place name — e.g. `London` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |

### Useful optional inputs

- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 4 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/search-locations?query=London" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "has_more": false,
  "items": [
    {
      "id": "example",
      "kind": "example",
      "name": "example"
    }
  ],
  "query": "example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/search-locations#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/search-locations.json)


## linkedin/search-people

`GET /v1/linkedin/search-people`

People matching a name with optional title, location, company, school and industry filters: handle, headline, location, followers and badges.

*LinkedIn people search*

| Parameter | Required | Description |
| --- | --- | --- |
| `query` | no | A person's name — e.g. `Bill Gates` |
| `title` | no | Job title filter |
| `location` | no | A location id from linkedin/search-locations |
| `current_company` | no | Current company filter |
| `past_company` | no | Past company filter |
| `school` | no | A school id from linkedin/search-schools |
| `industry` | no | An industry id from linkedin/search-industries |
| `page` | no | Page number — e.g. `1` |
| `search_url` | no | Alternative to query: a public LinkedIn people-search URL with keywords. Single selected location, company, school, industry and language filters are supported. Multiple selections, network/Sales Navigator filters and filter-only searches are rejected before source calls. This translates supported filters; it does not use your LinkedIn login. — e.g. `https://www.linkedin.com/search/results/people/?keywords=Bill%20Gates` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |
| `geocode_location` | no | Compatibility alias for location. The canonical parameter takes precedence if both are supplied. |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 8 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/search-people?query=Bill%20Gates" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [],
  "count": 0
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/search-people#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/search-people.json)


## linkedin/search-posts

`GET /v1/linkedin/search-posts`

Search indexed public LinkedIn posts by keyword or hashtag. Index coverage is incomplete and can lag new posts; this is not an exhaustive live feed. Optional date_posted accepts last-hour, last-day, last-week, last-month or last-year. Continue with the returned cursor and unchanged filters.

*Indexed post search*

| Parameter | Required | Description |
| --- | --- | --- |
| `query` | no | Search term. — e.g. `artificial intelligence` |
| `cursor` | no | Page number cursor from the previous page. |
| `date_posted` | no | Limit indexed posts by date. Omit for any date. Accepted values: last-hour, last-day, last-week, last-month, last-year. Case, spaces, hyphens and underscores are interchangeable. |
| `hashtag` | no | Alternative to query: exact hashtag (with or without #). Searches one source page and keeps exact matches in post text. This is a bounded search, not an exhaustive hashtag feed. Preserve hashtag and date_posted with the cursor, including after empty filtered pages. |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `date_posted`: Choose the documented source window for recent results; coverage can still be incomplete. The normal endpoint price applies; this does not buy a complete date archive.
- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 4 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/search-posts?query=artificial%20intelligence" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "cursor": null,
  "dropped": 0,
  "has_more": false,
  "items": [
    {
      "author": {
        "followers": 0,
        "name": "example",
        "url": "https://example.com/example"
      },
      "comments_preview": [
        {}
      ],
      "comments_preview_info": {
        "pagination_supported": false,
        "returned": 0,
        "total": 0
      },
      "created_at": "2026-09-01T12:00:00Z",
      "id": "example",
      "image": "https://example.com/example",
      "images": [
        "example"
      ],
      "platform": "example",
      "stats": {
        "comments": 0,
        "likes": 0
      },
      "summary": "example",
      "text": "example",
      "url": "https://example.com/example"
    }
  ]
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/search-posts#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/search-posts.json)


## linkedin/search-posts-native

`GET /v1/linkedin/search-posts-native`

Search public LinkedIn posts beyond the external search index, with post links, text, dates, author and available engagement. Ordinary posts have no title; article.title is the attached article title. Author websites are included when supplied. Coverage is incomplete, source totals may change, and there is no exhaustive or real-time guarantee. Relevance order; dates filter the acquired page. For bounded author-location and public-contact enrichment, use /examples/linkedin-post-search.mjs with separately priced profile lookups and an explicit credit cap. Author location is not post origin. Existing indexed search remains four credits.

*Post search*

| Parameter | Required | Description |
| --- | --- | --- |
| `query` | yes | Keywords, 1–200 characters. Results use relevance order. Coverage is incomplete and freshness is not guaranteed. — e.g. `OpenAI` |
| `date_posted` | no | Source window: last-day, last-week or last-month (default). Keep unchanged with the cursor. Local timestamp filtering also excludes unknown dates and records outside the requested window. — e.g. `last-month` |
| `date_from` | no | Optional inclusive UTC date YYYY-MM-DD, applied only to the acquired page within date_posted. It does not expand historical coverage. Unknown dates are excluded and counted. |
| `date_to` | no | Optional inclusive UTC date YYYY-MM-DD. Same bounded-page scope as date_from. Empty filtered pages can still have continuation. |
| `cursor` | no | Complete opaque continuation from this endpoint, same account, query and filters. Expires one hour after the first page. Each further source page has the normal five-credit price; source totals can change. |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `date_posted`: Choose the documented source window for recent results; coverage can still be incomplete. The normal endpoint price applies; this does not buy a complete date archive.
- `date_from`: Exclude returned records older than your requested window where this endpoint supports it. Read the parameter scope: local filtering can reduce results without reducing source cost.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 5 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/search-posts-native?query=OpenAI" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "items": [],
  "count": 0,
  "retrieved_count": 0,
  "cursor": null,
  "has_more": false,
  "total": null,
  "source_total": 0,
  "completeness": "unknown"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/search-posts-native#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/search-posts-native.json)


## linkedin/search-schools

`GET /v1/linkedin/search-schools`

LinkedIn schools matching a typed name, each with the id the people-search school filter takes.

*LinkedIn school lookup*

| Parameter | Required | Description |
| --- | --- | --- |
| `query` | yes | The start of a school name — e.g. `Stanford` |
| `dry_run` | no | Read a zero-credit estimate without fetching sources, running AI, or reserving credits. Cache status is a snapshot, not a guarantee at execution. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `judgments` | no | Add bounded AI labels to eligible returned records (default on). off preserves the original data shape. Unclassified records remain present; labels depend on evidence, time, capacity and the existing request budget. No label surcharge. Accepted values: on, off. Case, spaces, hyphens and underscores are interchangeable. — e.g. `on` |
| `label` | no | Set none to disable labels; default enables the endpoint’s label set. Equivalent to judgments=off. Accepted values: default, none. Case, spaces, hyphens and underscores are interchangeable. — e.g. `none` |
| `label_evidence` | no | Include exact supporting sentences and zero-based sentence indexes when a label has validated evidence. No extra charge or change to decisions. Accepted values: 1, 0, true, false. Case, spaces, hyphens and underscores are interchangeable. — e.g. `1` |
| `exclude` | no | Optionally remove confidently labelled engagement bait. Uncertain and unclassified records stay; removed IDs and an owner-bound recall reference are returned. Accepted values: engagement_bait. Case, spaces, hyphens and underscores are interchangeable. — e.g. `engagement_bait` |
| `fit` | no | Use goal to replace confidently irrelevant records with recall stubs. Keeps first, last, relevant and uncertain records; preserves order. Full evidence is stored for 24 hours when available. Accepted values: goal. Case, spaces, hyphens and underscores are interchangeable. — e.g. `goal` |
| `goal` | no | Required with fit=goal: describe the task in at most 600 characters. Supplied text is task context, never permission to act on posts. — e.g. `Find concrete product complaints` |
| `tokens` | no | Optional soft response target for fit=goal, 256–32000. Safety and evidence retention take priority, so the returned result may exceed it. — e.g. `4000` |

### Useful optional inputs

- `fit`: Use fit=goal with a task description to replace confidently irrelevant records with recall stubs and reduce agent context. No fit surcharge; full evidence is retained for 24 hours when stored, and the response size target is soft.
- `dry_run`: Read a free estimate before fetching sources or scheduling paid work. Zero credits; cache status and availability are snapshots rather than guarantees.

**Cost:** 4 credits at list price per successful uncached response; variable-cost operations may quote or settle a different charge. Confirmed uncharged or refunded failures report zero. Pending reconciliation can report credits_used:null; retain request_id and the original idempotency key.

```bash
curl "https://www.monocrawl.com/v1/linkedin/search-schools?query=Stanford" \
  -H "x-api-key: mn_your_key_here"
```

### Response data

Illustrative abbreviated data; documented core fields are optional and may be null. Additional source fields are allowed.

```json
{
  "count": 0,
  "has_more": false,
  "items": [
    {
      "id": "example",
      "kind": "example",
      "name": "example"
    }
  ],
  "query": "example"
}
```

[Field reference](https://www.monocrawl.com/docs/endpoints/linkedin/search-schools#response) · [JSON Schema for response.data](https://www.monocrawl.com/schemas/linkedin/search-schools.json)