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 Place API

Yelp business details by ID or alias, with optional business alerts and full menus.

GET / POST https://api.litescrape.com/api/yelp/place

// from request to code

Integrate Yelp Place

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

APIYelp Place
More options 4
Place details

Resolve a Yelp business and its menu.

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://api.litescrape.com/api/yelp/place' \
  --header "Authorization: Bearer $LITESCRAPE_API_KEY" \
  --data-urlencode 'place_id=arabica-brooklyn' \
  --data-urlencode 'yelp_domain=www.yelp.com'

JSON POST request example

POST to https://api.litescrape.com/api/yelp/place with Content-Type: application/json and your Authorization: Bearer header.

POST · application/json
{
  "place_id": "arabica-brooklyn"
}

// request reference

Yelp Place parameters

Send query parameters with GET /api/yelp/place. 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.

Place details

Resolve a Yelp business and its menu.

place_id
Business ID or aliasRequired

Required Yelp encoded business ID or business alias.

Type string · GET query or POST JSON

Example / input hint: arabica-brooklyn

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

business_alert
Business alertsOptional

Include business alert information when available.

Type boolean · GET query or POST JSON · Default false

Accepted valuestruefalse
full_menu
Full menuOptional

Fetch the full menu when available; otherwise return place details with an explanation.

Type boolean · GET query or POST JSON · Default false

Accepted valuestruefalse
menu_name
Menu nameOptional

Select a named menu when more than one is available. Requires full_menu=true.

Type string · GET query or POST JSON

Example / input hint: Lunch

// 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, place_results, full_menu_results, error, 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.

Illustrative success response. Result groups and optional fields depend on upstream content.

200 · application/json
{
  "search_parameters": {
    "place_id": "arabica-brooklyn",
    "yelp_domain": "www.yelp.com",
    "business_alert": false,
    "full_menu": false
  },
  "search_information": {
    "query_displayed": "arabica-brooklyn"
  },
  "place_results": {
    "name": "% Arabica",
    "place_ids": [
      "ED7A7vDdg8yLNKJTSVHHmg",
      "arabica-brooklyn"
    ],
    "rating": 4.4,
    "reviews": 364,
    "address": "20 Old Fulton St, Brooklyn, NY 11201",
    "phone": "(718) 865-2551",
    "price": "$$"
  },
  "submit_feedback_for_this_response_here": "https://ecll-litescrape-v3--site-api-web.modal.run/api/feedback/example-not-a-valid-token"
}

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