Best retail product data APIs, 2026Every main way to get retail product data.
Compared side by side.

The retailers’ own seller, supplier and affiliate routes and the main data APIs for Target, Home Depot, Sephora, Kohl’s, H&M and Wayfair, compared on coverage, pricing and access.

An editorial comparison of what each vendor publishes, checked 25 Sept 2026. Monocrawl is ours and listed first. How we compared

Find your fit10 options compared

What are you building?

From each vendor’s own pagesChecked 25 Sept 2026

10options compared

5with an MCP server

6free to start

33sources, checked 25 Sept 2026

Three routes

Three ways in.
Pick by who you are.

None of the six retailers publishes a public product API that we found. Target Plus sellers and Wayfair suppliers get APIs for their own listings, and Home Depot gives accepted affiliates a daily product feed. Data APIs read public product pages with an API key.

Seller and supplier APIs

Target Plus Seller API and Wayfair Supplier APIs

For
Brands that sell on Target Plus or supply Wayfair
You get
Your own listings, inventory and orders, and on Target Plus your prices and returns.
You need
An approved Target Plus seller account, on an invite-only marketplace for U.S. businesses, or Partner Home access as a Wayfair supplier.

Affiliate product feed

The Home Depot Affiliate Program, on Impact

For
Sites that earn commission on sales they refer to homedepot.com
You get
A daily product data feed, plus banners and text links.
You need
An accepted affiliate application and a live website.

Data APIs

Monocrawl and the vendors below

For
Price and stock tracking, assortment research, review analysis and AI agents
You get
Public products, prices, reviews and stock from the retailers each one covers.
You need
An API key. No seller account, supplier login or affiliate approval.

What they return

Retail product data,
at a glance.

Which retailers each option lists on its own pages, what it returns and how you connect. A retailer’s column means product data from that retailer, by lookup or search.

Retail product data and access each option lists on its own pages
Retail product dataConnect
OptionTargetHome DepotSephoraKohl’sH&MWayfairPricesReviewsStockREST APIMCP serverSources
MonocrawlOur productOur API
Target Plus Seller APIOfficial, Target Plus sellers–––––––123
Wayfair Supplier APIsOfficial, Wayfair suppliers––––––––45
Home Depot Affiliate ProgramOfficial, affiliates––––––––––67
ApifyE-commerce Scraping Tool actor–89101112
Bright DataRetailer scraper APIs1314151617
DecodoWeb Scraping API––––––1819202122
PiloterrWeb scraping API–––––––23242526
Scrape.doScraping API–––––––2728
UnwrangleE-commerce data API––––2930313233
  1. aMonocrawl, Wayfair: Shopper reviews only, by Wayfair SKU or product URL
  2. bTarget Plus Seller API, Target, Prices and Stock: Your own Target Plus listings; approved sellers only
  3. cWayfair Supplier APIs, Wayfair and Stock: Your own catalogue and inventory; suppliers with Partner Home access
  4. dHome Depot Affiliate Program, Home Depot: A daily product data feed for accepted affiliates, through Impact
  5. eScrape.do, Home Depot, Prices and Stock: Home Depot product pages as HTML for one store; you parse the fields

Pricing

How each one charges,
and what stands out.

A request, a result, a record and a unit are not the same size, and allowances reset on different schedules. Price your own workload with each vendor.

The retailers’ own routes

Target Plus Seller API

No price list

No published price Calls carry a developer.target.com API key and your Target Plus seller token.

Target Plus charges no monthly seller fee; sellers pay referral fees.

Worth knowingTarget Plus is an invite-only marketplace for U.S.-registered businesses. Its Seller API reads and updates your own products, prices and inventory.

No published price

Wayfair Supplier APIs

No price list

No published price Sign in with your Partner Home account; production keys follow sandbox testing.

Worth knowingA GraphQL API for suppliers already selling with Wayfair, covering catalogue, inventory, orders, CastleGate logistics and advertising.

No published price

Home Depot Affiliate Program

Affiliate programme

Free to join. Home Depot reviews each application, and you need a live website.

Commission is 1% on most products and 8% on select home décor.

Worth knowingAccepted affiliates get a daily product data feed, banners and text links through Impact, to promote homedepot.com products.

Free to join, once accepted

Other data APIs

Apify

Per result

$6 per 1,000 products on the free plan

$1.50 on the $19 Starter plan and $1 on Business. Reviews cost $2 per 1,000 on the free plan, and sites that need residential proxies add $3 per 1,000.

Worth knowingOne actor, maintained by Apify, scrapes product pages, keyword searches and reviews. Target, Home Depot, Sephora, Kohl’s and Wayfair are among its listed stores.

$5 of usage a month

Bright Data

Per record

$1.50 per 1,000 records, pay as you go

$499 a month includes 384,000 records, then $1.30 per 1,000.

Worth knowingHas scrapers for all six retailers, collecting by product URL and, for most, by keyword or category URL. Failed deliveries are not charged.

5,000 records a month

Decodo

Per request

$1 per 1,000 requests on premium proxies, which its Target templates use

With JavaScript rendering, $1.50. Prices exclude VAT. Its $19 monthly plan includes 19,000 of these requests.

Worth knowingReady-made Target templates return search results and product pages as parsed JSON, including stock, for a store or delivery ZIP code.

Free plan with 1,000 premium requests

Piloterr

Monthly credits, per call

$49 a month for 18,000 credits, billed monthly

A Target call costs 2 credits. $44 a month billed yearly.

Worth knowingIts Target product and search endpoints render each page in a browser and return JSON, at 2 credits a call.

500 credits, no card

Scrape.do

Monthly credits, per request

$29 a month for 250,000 credits

A Home Depot call costs 10 credits. Failed requests are not charged.

Worth knowingIts Home Depot endpoint returns a product page as one store serves it, set by store ID and ZIP code, and a store lookup finds the IDs.

1,000 credits a month

Unwrangle

Monthly credits, per request

$99 a month for 100,000 credits

A Target or Wayfair product call costs 2.5 credits, a Home Depot product 5 and a page of Target or Home Depot reviews 10.

Worth knowingSearch, product and review endpoints for Target and Home Depot, plus Wayfair search, category and product endpoints. Only successful requests use credits.

No free plan listed

Try a call

One key, six retailers.
Real data back.

The same kind of request on each retailer, in cURL, TypeScript or Python, with its recorded response: Target and Home Depot searches for “pant” and “drill”, a Sephora moisturiser, a Kohl’s search for “jeans”, H&M’s new arrivals and ten Wayfair reviews. No seller account, affiliate approval or retailer app.

Your requestGET /v1/target/search
curl "https://www.monocrawl.com/v1/target/search?query=pant" \
  -H "x-api-key: mn_your_key_here"
10 credits
What comes backRecorded 21 Sept 2026
Wrangler cargo pants from the recorded Target search result

Wrangler Men's ATG Relaxed Cargo Pants - Anthracite 34x32: Heavyweight Cotton, Stretch, Mid Rise, Fly Button

Wrangler

Price
US$29.99

Selected public fields from the recorded response. Live values will differ.

Example call pricesTarget search10 creditsTarget product2 creditsHome Depot product1 creditHome Depot reviews3 creditsSephora stock by store3 creditsKohl’s search3 creditsH&M product5 creditsWayfair reviews3 credits

2.1sMedian response in our benchmark. 22 September 2026 catalogue benchmark. Median of recorded endpoint timings across 636 operations with a successful HTTP response. Includes network time; individual requests vary.

Compare one-on-one

Questions

Choosing a
retail product data API.

Do Target, Home Depot, Sephora, Kohl’s, H&M and Wayfair have public APIs?

None of the six publishes a public product API that we could find. Target’s Seller API is for Target Plus sellers, an invite-only marketplace for U.S.-registered businesses, and covers their own products, prices and inventory. Wayfair’s Supplier APIs serve suppliers already selling with Wayfair, through Partner Home. Home Depot gives accepted affiliates a daily product data feed through Impact, while Target’s and Kohl’s affiliate programmes run on Impact and Sephora’s on Rakuten, with no product feed listed. For public product data, a data API needs only an API key.

Which retailers does each data API cover?

Bright Data lists scrapers for all six. Monocrawl returns product data from Target, Home Depot, Sephora, Kohl’s and H&M, and shopper reviews from Wayfair; it also returns the supplier and factory record H&M publishes for a product. Apify’s E-commerce Scraping Tool lists Target, Home Depot, Sephora, Kohl’s and Wayfair among its search and review stores. Unwrangle covers Target, Home Depot and Wayfair; Decodo and Piloterr cover Target; and Scrape.do covers Home Depot.

Is there a free retail product data API?

Target’s and Wayfair’s own APIs publish no price, and Home Depot’s affiliate programme is free to join, but each is only for its sellers, suppliers or affiliates. For public product data, most data APIs let you start free: Monocrawl gives 1,000 credits every month, Bright Data 5,000 records a month, Apify $5 of usage a month and Scrape.do 1,000 credits a month. Decodo has a free plan with 1,000 premium requests, and Piloterr gives 500 credits.

Can a retail price API track prices and stock at one store?

Yes, with several options here. Monocrawl’s Target calls take a store ID for price and stock, and its stores call finds the IDs near a place; its Home Depot calls take a store number, and its Sephora availability call lists which stores near a point stock a SKU. Scrape.do returns a Home Depot product page as one store serves it, Decodo takes a Target store ID or delivery ZIP code, Unwrangle’s Target and Home Depot calls take a store number, and Bright Data’s Target scraper takes a ZIP code.

Can I get reviews from these retailers through an API?

Yes. Monocrawl returns shopper reviews from Target, Home Depot, Sephora, Kohl’s and Wayfair: Target’s ten a page with the rating distribution, Sephora’s with verified-purchase badges and Kohl’s with secondary ratings such as fit and comfort. Apify’s E-commerce Scraping Tool collects reviews from the same five, Bright Data lists a reviews scraper for each of the six, and Unwrangle has Target and Home Depot review endpoints. Decodo and Piloterr return a Target product’s rating.

Which retail product data APIs work with AI agents?

Monocrawl, Apify, Bright Data, Decodo and Piloterr publish their own MCP servers with tools for these retailers, so assistants such as Claude or Cursor can call them directly. Apify’s can run its E-commerce Scraping Tool, Bright Data’s has a Home Depot product tool, and Decodo’s and Piloterr’s cover Target.

Method

How we
compared.

  • What’s includedThe retailers’ own seller, supplier and affiliate routes, plus data and scraping APIs that document an endpoint or scraper for at least one of Target, Home Depot, Sephora, Kohl’s, H&M and Wayfair, come up across retailer API searches and comparison lists, and publish their pricing or offer a trial.

  • What we comparedWhich of the six retailers each vendor covers, what product data it returns, and its pricing, free allowance and access, read on its own pages. “Best” here means worth comparing, not a ranking from tests: we have not run their APIs.

  • About MonocrawlMonocrawl is our product and is listed first. Its details come from our live plans and catalogue.

Six retailers on one key.
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