Yelp Review Scraper

Read Yelp reviews as a market-wide corpus. From Yelp review or listing URLs, each record keeps its source context alongside review identifiers, author display names, text, and review URL.

The record

The dataset schema names every field before the run. The first working set is reviewId, url, authorDisplayName, text, businessId, businessName, businessAlias, businessUrl, reviewUrl, route, scrapedAt, and sourceInput. Dataset views keep related fields together without changing the underlying row.

Captured row

{
  "reviewId": "kBA28TRRYcRREJuOBKtZ2Q",
  "businessId": "WavvLdfdP6g8aZTtbBQHTw"
}

Input

Yelp Review Scraper accepts source URLs. Run controls stay in the same form.

Field	What it controls	Starting value
startUrls	Paste exact Yelp URLs, one per line.	["https://www.yelp.com/biz/gary-danko-san-francisco"]
maxItems	Stop after this many dataset rows.	12
maxSeconds	Stop after this many seconds and keep completed rows.	240

Example input

{
  "startUrls": [
    "https://www.yelp.com/biz/gary-danko-san-francisco"
  ],
  "maxItems": 3,
  "maxSeconds": 180
}

Price

$0.00001 per dataset item. Other Apify plans use the rates shown in the Pricing tab.

Console, API, schedules, and exports

Runs can begin in Apify Console, from a saved task, or through the Actor API. A schedule can reuse the same input. Completed rows remain in the run dataset for API retrieval and Apify dataset exports.

POST https://api.apify.com/v2/acts/aL3m1movlPPZQVAur/runs
GET  https://api.apify.com/v2/datasets/{datasetId}/items

Saved tasks

Twenty task pages cover distinct research, comparison, operations, automation, and export jobs. The opening set is:

• Yelp review thread sample: Review one Yelp record around reviewId, url, authorDisplayName, and text. The saved task uses startUrls, maxItems, and maxSeconds and opens the overview view. Configured in Yelp Review Scraper.
• Yelp review response comparison: Compare Yelp reviews using reviewId, url, authorDisplayName, and text. The identity view keeps the differences close together. Configured in Yelp Review Scraper.
• Yelp review source list: Process a saved Yelp input queue with startUrls, maxItems, and maxSeconds. Source and identifier fields remain visible in the source view. Configured in Yelp Review Scraper.
• Yelp review author index: Index Yelp reviews by reviewId, url, authorDisplayName, and text. The saved input keeps the same matching fields from run to run. Configured in Yelp Review Scraper.
• Yelp review response register: Assemble a focused Yelp register centered on reviewId, url, authorDisplayName, and text. The task keeps startUrls, maxItems, and maxSeconds visible for later review. Configured in Yelp Review Scraper.
• Yelp review engagement benchmark: Compare a second field set across Yelp reviews, led by reviewId, url, authorDisplayName, and text. Results open as the identity table. Configured in Yelp Review Scraper.

Related products

• Shopify Rating Scraper
• AliExpress Rating Scraper
• Amazon Rating Scraper
• Google Maps Review Scraper
• Instagram Comment Scraper

Support

Include the Actor ID, run ID, saved task name, and affected input when reporting an issue. That is enough to locate the run and its dataset.