# AnyAPI Yelp Reviews Scraper

> AnyAPI Yelp Reviews Scraper is a paid API for AI agents from api.getanyapi.com, paid per call via x402, $0.031/call, status unknown (last checked 2026-09-14).

Scrapes and returns reviews for a Yelp business listing, pay-per-request with no subscription required

## Facts

- Endpoint: POST https://api.getanyapi.com/v1/run/yelp.reviews
- Price: $0.031/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/anyapi-yelp-reviews-scraper-85c735c3
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_c0AcQrLVjYV3tiNHJvyNs

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability anyapi-yelp-reviews-scraper-85c735c3 -d '<json body>'
```

Example prompt: Can you pull me the Yelp reviews for Joe's Pizza in New York City so I can see what customers are saying about the food and service?

## When to prefer this

Use this endpoint when you need Yelp review data on-demand without committing to a monthly subscription. Ideal for AI agents doing one-off reputation checks, sentiment analysis pipelines, or competitive research on local businesses. Prefer over direct Yelp API when you want pay-per-use billing or when the official Yelp API lacks the data granularity you need.

## Known failure modes

- Business not found on Yelp — returns error or empty result
- Invalid or missing business identifier — returns 4xx error
- Yelp anti-scraping measures triggered — returns failure or partial data
- Payment insufficient or wallet not funded — transaction rejected before execution
- Rate limit exceeded — returns 429 or equivalent error

## How this service works

1,200+ scraping and data APIs behind one key. Pay per request in real dollars. No subscriptions, nothing monthly, nothing to cancel.

## Output

Returns a JSON object containing an array of Yelp reviews for the specified business, including review text, star ratings, reviewer names, review dates, and potentially aggregate rating data.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "title": "Yelp search input",
 "example": {
  "limit": 5,
  "query": "pizza",
  "location": "Chicago, IL"
 },
 "required": [
  "query",
  "location"
 ],
 "properties": {
  "limit": {
   "type": "integer",
   "maximum": 20,
   "minimum": 1,
   "description": "Maximum number of results to return (1 to 20, default 20)."
  },
  "query": {
   "type": "string",
   "description": "Search term or category to look for (e.g. sushi)."
  },
  "location": {
   "type": "string",
   "description": "City and state defining the search area (e.g. San Francisco, CA)."
  }
 },
 "additionalProperties": false
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json"
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/anyapi-yelp-reviews-scraper-85c735c3/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from api.getanyapi.com](https://www.zero.xyz/host/api.getanyapi.com/llms.txt)