Yelp scraper
ExtractHub extractors are versioned web scrapers: each one is a saved scraper for one kind of page that returns structured JSON through an API. For Yelp (yelp.com) there are 2 public extractors: Yelp - business page and Yelp - search results. Together they return fields such as name, rating, reviewCount, photoCount, claimed, categories, address, latitude and 10 more fields. Call one with your API key and a pinned extractor_id, from the REST API, the Batch API or an AI agent over MCP.
Yelp scrapers on ExtractHub
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yelp.com · @extracthub1/yelp-business@1 (v1.0.1)
Yelp (yelp.com) business page: name, rating, reviews and photos counts, claimed flag, categories, address, coordinates, opening hours, public business phone and website, amenities and photos.
Fields:
Yelp - business page scraper: fields, versions and examples →name,rating,reviewCount,photoCount,claimed,categories,address,latitude,longitude,hoursand 6 more -
yelp.com · @extracthub1/yelp-search@1 (v1.0.0)
Yelp (yelp.com) search results: position, name, business link, rating, approximate reviews count, neighborhood, price range, open status, categories, review snippet and photo, without the sponsored results, plus the next page link.
Fields:
Yelp - search results scraper: fields, versions and examples →results,nextPageUrl
How to call the Yelp scraper API
Every call needs your API key (X-API-Key) and a pinned extractor_id. This example uses
@extracthub1/yelp-business@1 (Yelp - business page); open an extractor's page for its batch, Python and Node examples.
curl -X POST "https://api.extracthub.io/api/extractor/extract" \
-H "X-API-Key: $EXTRACTHUB_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"extractor_id": "@extracthub1/yelp-business@1",
"target": { "url": "https://yelp.com/..." }
}'Use ExtractHub to extract https://yelp.com/... with @extracthub1/yelp-business@1{
"tool": "extract",
"arguments": {
"extractor_id": "@extracthub1/yelp-business@1",
"url": "https://yelp.com/..."
}
}See the web scraping API reference and the web scraping MCP server setup.
Need another Yelp page type?
Build your own Yelp scraper with an AI agent and the extractor builder skill, or in ExtractHub Studio. It stays private until you release it.
Yelp scraper: frequently asked questions
Is there a ready-made Yelp scraper?
Yes. ExtractHub lists 2 public extractors for yelp.com. An extractor is a versioned web scraper for one kind of page: its owner released it as an immutable version with an output schema, and you call that version with your own API key.
What data can I scrape from Yelp?
Yelp - business page returns name, rating, reviewCount, photoCount, claimed, categories and 10 more. Yelp - search results returns results and nextPageUrl. Every field is listed on the extractor's page with a sample response.
How do I call the Yelp scraper API?
Send GET or POST https://api.extracthub.io/api/extractor/extract with your API key in the X-API-Key header, extractor_id=@extracthub1/yelp-business@1 and the URL of a yelp.com page as the target. For many URLs use POST https://api.extracthub.io/api/extractor/batch. AI agents call the same extractor through the extract tool of the ExtractHub MCP server at https://api.extracthub.io/mcp.
Can I build my own Yelp scraper?
Yes. Build an extractor for any Yelp page type in ExtractHub Studio, or let an AI agent such as Claude Code build, test and release it with the open-source extractor builder skill. New extractors are private until you release them.