Data catalog / Yelp / Business reviews

Yelp business reviews

Returns customer reviews of Yelp businesses, from business links, business IDs or Yelp search pages, with the business details attached to each review. Useful for local reputation checks, competitor benchmarking and sentiment analysis.

Price$0.0009/result + $0.001/run, min $0.02/run
BillingPer result
Source IDprocli_yelp_a
Connect viaMCP · Skill · REST API

What you get

What it can do

Limits

Input options

FieldWhat it does
biz_urlsYelp business page links to collect reviews from.
biz_idsYelp business IDs to collect reviews from.
search_urlsYelp search result pages whose businesses should be expanded.
reviews_limitReviews per business; leave empty for all available.
reviews_sortReview order: recommended, newest, oldest, rating_desc, rating_asc or elites.
date_fromEarliest review date, as YYYY-MM-DD or a relative period like 30 days.
reviews_ratingStar ratings to include.
reviews_keywordsUp to 5 keywords; a review must contain at least one.

Example

Ask your AI for the data in plain words and it picks this source. Developers can also call source procli_yelp_a directly through the REST API or MCP with an input like this:

{
  "biz_ids": [
    "zLOmLckX_sNmhUwMW6yQMg",
    "7VuF3aaSF1xZaWrkFCBmcg"
  ],
  "biz_urls": [
    "https://www.yelp.com/biz/bor%C3%A9al-coffee-shop-z%C3%BCrich"
  ]
}

How to use it

  1. Create an account at prolevelmax.com. New users receive $1 in sign-up credit after verifying their email (one per person). No card required.
  2. Connect your AI. In the Dashboard, open Get started → Coding tools and API → Generate setup instructions and paste the instructions into your AI (Claude, ChatGPT, Cursor, Codex and others). You can also add the MCP server https://prolevelmax.com/mcp or call the REST API.
  3. Request data. Your AI selects a source, quotes the price and runs it only after you confirm. Results are returned as structured JSON that the AI can format as a table or report.

FAQ

How is this source billed?

Per result: $0.0009/result + $0.001/run, min $0.02/run. Your AI quotes the price first, and you are never charged more than the quote.

Do I need a Yelp account or API key?

No. You only need a ProLevelMax account. One balance and one connection cover all 157 platforms.

Is the data real-time?

Yes. Every call fetches public Yelp data at the time of the request. Only publicly visible content is collected.

All Yelp sources and prices

New users receive $1 in sign-up credit after verifying their email (one per person). No card required. Pay per use with no subscription. Top up by card (USD) or Alipay (CNY); Enterprise top-ups from $1,000 by bank transfer.

Start for free