API reference
Amazon Seller Feedback API
Feedback left for a marketplace seller with rating, text, date and whether the seller responded.
Endpoint
GET/v1/amazon/seller-reviewslive · proven5 creditsParameters
Query parameters
Useful optional inputs
country— Select the documented market or country filter.Read this endpoint’s country semantics; filtering and source request location can differ.
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.
| Name | Required | Description | Example |
|---|---|---|---|
id | yes | Seller id | AY7AQ12Q1GTNE |
country | no | Marketplace country code (default GB) | US |
page | no | Page number (default 1). Use page or the returned cursor, not both. | 1 |
cursor | no | When returned, pass this cursor unchanged to continue with the same supplier. Keep the same seller id and country and omit page. Each fetched page costs the normal five credits. A cursor from an unavailable source cannot be moved to another supplier. | |
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. | 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. | 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. | 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. | 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. | 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. | 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. | 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. | 4000 |
Examples
Make the request
curl "https://www.monocrawl.com/v1/amazon/seller-reviews?id=AY7AQ12Q1GTNE" \ -H "x-api-key: mn_your_key_here"
TypeScript
const key = process.env.MONOCRAWL_API_KEY;
if (!key) throw new Error('Set MONOCRAWL_API_KEY on your server.');
const res = await fetch(
"https://www.monocrawl.com/v1/amazon/seller-reviews?id=AY7AQ12Q1GTNE",
{ headers: { "x-api-key": key } },
);
const body = await res.json();
if (!body.success) {
// one error shape for every endpoint — see /docs/errors
throw new Error(`${body.error.type}: ${body.error.message}`);
}
console.log(body.data, "credits left:", body.credits_remaining);Python
import os
import requests
res = requests.get(
"https://www.monocrawl.com/v1/amazon/seller-reviews?id=AY7AQ12Q1GTNE",
headers={"x-api-key": os.environ["MONOCRAWL_API_KEY"]},
timeout=60,
)
body = res.json()
if not body["success"]:
# one error shape for every endpoint — see /docs/errors
raise RuntimeError(f"{body['error']['type']}: {body['error']['message']}")
print(body["data"], "credits left:", body["credits_remaining"])Response
Response fields and example
This example is illustrative, not a captured live response. Variable-cost operations may settle a charge different from the list price below. A successful response puts the platform payload in data and reports the exact credits used, remaining balance, request id and cache status beside it.
{
"success": true,
"platform": "amazon",
"endpoint": "/v1/amazon/seller-reviews",
"data": {
"items": [],
"cursor": null
},
"credits_used": 5,
"credits_remaining": 99,
"request_id": "req_…",
"cached": false
}The example is illustrative and shows a documented subset of data. The fields below are optional across supported sources; nullable fields can also be absent. Preserve unknown values and accept additional fields.
Schema basis: reviewed response shaper. See schema coverage and validation limits.
Download the data JSON Schema. Validate response.data, not the whole envelope. A valid shape does not establish that every field or source record was returned.
| Field inside data | Type | Meaning |
|---|---|---|
items | array | Nested response fields; optional unless explicitly documented. |
items[].id | string | null | Exact source identifier; preserve it as a string. |
items[].title | string | null | title |
items[].text | string | null | text |
items[].created_at | string | null | created at |
items[].posted_at | string | null | posted at |
items[].date | string | null | date |
items[].author | | Nested response fields; optional unless explicitly documented. |
items[].rating | | Nested response fields; optional unless explicitly documented. |
items[].verified_purchase | boolean | null | Explicit verification only; null is unknown. |
count | number | null | Returned rows, not the total population. |
cursor | string | null | Opaque continuation; pass unchanged. |
has_more | boolean | null | Source continuation indicator. |
total | number | null | Source-reported total; null means unknown. |
Failures use the typed error envelope. A confirmed uncharged or refunded failure reports zero; a pending reconciliation can report an unknown charge. Read credits_used and error.details.billing_status, and keep request_id for recovery. Response contract · Error reference