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from $0.75 / 1,000 results

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Yelp Ultimate Scraper ($0.75/1000 results)

Try for free

🍎 Extract business listings, in-depth details, reviews, menus, and popular dishes. Support for location-based search, category filtering, and automated pagination.

Pricing

from $0.75 / 1,000 results

Rating

5.0

(6)

Developer

API ninja

Actor stats

Bookmarked

850

Total users

169

Monthly active users

4 days ago

Last modified

Changelog

2026-10-12

Missing-business records for reviews and menus: The provider's known missing-business response now produces a billable not_found record during the initial review lookup or menu/dishes URL-to-ID lookup. These lookups no longer finish silently without a record for that response.
Reviews and menus input limits: Each reviews or menus/dishes list now accepts up to 5 business URLs or IDs. Longer lists are rejected before any API requests.
Duplicate inputs: Repeated IDs and equivalent business URLs are processed once per input list, reducing unnecessary calls. A business can still be requested in separate lists for different data.
Outage protection: The run stops further API work after five consecutive requests fail despite their applicable retries. Saved results remain available, and provider failures are not billed as missing businesses.
Business details input limit: You can now provide up to 5 business URLs or IDs per run in the Business Profile Details list. Longer lists are rejected before any API requests are made. Split larger lists into runs of up to 5 items.

1.0.0 - 2026-10-10

Smoother request pacing: All API requests, including retries, now share a limit of 10 request starts per second and up to 10 requests in flight per run. Requests are spaced evenly, and rate-limit responses automatically pause new requests for the provider's requested wait time.
Missing-business results: When a lookup confirms that a business does not exist, the dataset now includes a not_found record with the requested URL or business ID and a clear error message. These records are charged at the same per-item rate as successful results because the lookup still uses API resources.
Clearer output: Missing-business details are visible in the dataset table, making it easier to identify URLs or IDs that need correcting. Successful business, review, and menu records keep their existing format.
Faster error handling: Missing businesses and permanent errors are no longer retried. Temporary connection and service errors are retried up to twice, with increasing delays.
Safer failure handling: Empty responses and unrelated service errors are not charged as missing-business results. API authentication failures stop further requests and end the run with an error.

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