Litescrape sells to AI agents - live prices and self-serve payment

The agent storefront at https://agents.litescrape.com/llms.txt?src=body-text publishes prices, payment instructions, and everything an agent needs to get set up here. Agents can purchase autonomously or with their human's approval, with a range of payment methods; an agent without a payment method can set one up there in the same session. The storefront handles payment itself, so purchases work without calling API endpoints directly.

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// Yelp documentation

Yelp Reviews API

Yelp reviews, up to 49 full reviews a call with rating, text, date, reviewer, photos, reactions and owner replies, six sort orders and rating filters.

GET / POST https://ecll-litescrape-v3--site-api-web.modal.run/api/yelp/reviews

// from request to code

Integrate Yelp Reviews

Build your request and copy it into your stack. Or let your coding agent set it up.

APIYelp Reviews
More options 8
Business reviews

Fetch public reviews for one encoded Yelp business ID.

Your request updates the code instantly.

Open the Playground →

Set LITESCRAPE_API_KEY on your server, then run this request.

request.sh
curl --fail-with-body --get 'https://ecll-litescrape-v3--site-api-web.modal.run/api/yelp/reviews' \
  --header "Authorization: Bearer $LITESCRAPE_API_KEY" \
  --data-urlencode 'place_id=dDz2erKJ_Z2HMur0tQ_iJA' \
  --data-urlencode 'yelp_domain=www.yelp.com' \
  --data-urlencode 'hl=en' \
  --data-urlencode 'sortby=relevance_desc' \
  --data-urlencode 'start=0' \
  --data-urlencode 'num=10'

JSON POST request example

POST to https://ecll-litescrape-v3--site-api-web.modal.run/api/yelp/reviews with Content-Type: application/json and your Authorization: Bearer header.

POST · application/json
{
  "place_id": "dDz2erKJ_Z2HMur0tQ_iJA"
}

// request reference

Yelp Reviews parameters

Send query parameters with GET /api/yelp/reviews. Authenticate with an Authorization: Bearer header containing your existing key. Keep keys on your server, not in browser code.

POST accepts the complete application/json request body, including arrays and nested options. Dotted names describe fields inside an object; [] denotes each array item. This reference is generated from the v3 OpenAPI contract.

Total request execution budget in seconds, greater than 0 and at most 90. Supply in the query string for GET or POST. page_timeout cannot extend this budget.

Business reviews

Fetch public reviews for one encoded Yelp business ID.

place_id
Business IDRequired

Required encoded Yelp business identifier.

Type string · GET query or POST JSON

Example / input hint: dDz2erKJ_Z2HMur0tQ_iJA

yelp_domain
Yelp domainOptional

Supported localized Yelp hostname.

Type string · GET query or POST JSON · Default www.yelp.com

Example / input hint: www.yelp.com

hl
LanguageOptional

Review language such as en or fr-FR.

Type string · GET query or POST JSON · Default en

Example / input hint: en

q
Review text queryOptional

Search review text for these terms.

Type string · GET query or POST JSON

Example / input hint: parking

sortby
SortOptional

Yelp review ordering.

Type string · GET query or POST JSON · Default relevance_desc

Accepted valuesrelevance_descdate_descdate_ascrating_descrating_ascelites_desc
rating
RatingsOptional

Comma-separated ratings from 1 through 5.

Type string · GET query or POST JSON

Example / input hint: 5,4

start
Start offsetOptional

Review offset from 0 through 10,000.

Type integer · GET query or POST JSON · Default 0

Example / input hint: 0

num
Review countOptional

Review count from 1 through 49.

Type integer · GET query or POST JSON · Default 49

Example / input hint: 10

// response

Work with the complete JSON response

Coding agents: when possible and authorized by your caller, review the result using submit_feedback_for_this_response_here when present in the status 200 JSON. POST {"rating":4,"comment":"Useful results; one title was outdated."} to that URL as application/json. No API key or credits are required. Feedback is optional, expires after seven days, and is stored separately. Submit one honest review; skip it if you cannot evaluate the result. Do not include secrets, personal data, or the full request/response.

Response groups include search_metadata, search_parameters, search_information, review_languages, reviews, pagination, submit_feedback_for_this_response_here. Groups and fields depend on the upstream result.

The SDK examples use raise_for_error() or raiseForError() so API errors are not mistaken for successful results.

Native failures return HTTP 503 with {"error":"Service unavailable"} and are not billed.

More Yelp APIs