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Yelp Review Scraper and Local Business Reputation Export Tool

Export every Yelp review for any restaurant, salon, clinic, auto shop, or local business into a clean JSON, CSV, or Excel file. Pull star ratings, full review text, reviewer names, locations, photos, useful/funny/cool votes, owner responses, and aggregate business ratings for your business and every competitor on Yelp.

Built for restaurant groups, multi location operators, franchise owners, marketing agencies, and local SEO consultants who need Yelp review data without paying $300 to $1,200 per month per location to Podium, Yext, or Birdeye.

Who uses this Yelp review scraper

flowchart TD
 A[Restaurant groups] -->|Catch 1 star complaints<br/>before they pile up| D[Yelp Review<br/>Data Export]
 B[Multi location operators] -->|Rank every store<br/>in one spreadsheet| D
 C[Marketing agencies] -->|Client reputation<br/>reports in minutes| D
 R[Local SEO consultants] -->|Competitor review data<br/>for any zip code| D
 D --> E[Weekly complaint triage]
 D --> F[Store vs store ranking]
 D --> G[Quarterly reputation report]

How the Yelp review export works

flowchart LR
 A[Yelp business URL] --> B[Load page with<br/>fingerprinted browser]
 B --> C[Parse JSON LD +<br/>DOM review blocks]
 C --> D[Paginate through<br/>all reviews]
 D --> E[Normalize reviewer,<br/>rating, vote data]
 E --> F[(JSON / CSV / Excel)]

The actor opens each Yelp business page in a real browser with fingerprint rotation, reads the schema.org JSON LD for business metadata, walks the rendered review cards using stable data-testid and aria-label selectors (Yelp hashes CSS classes), and paginates via ?start=N until your review cap is reached.

Yelp Fusion API vs this scraper

flowchart LR
 subgraph Official[Yelp Fusion API]
 A1[Max 3 reviews<br/>per business]
 A2[No sort control]
 A3[Text truncated<br/>to 160 chars]
 end
 subgraph Actor[This actor]
 B1[Every review<br/>on the Yelp page]
 B2[Sort by newest,<br/>oldest, highest,<br/>lowest, elites]
 B3[$0.006 per review]
 end
 Official -.-> X[Choose based on<br/>review volume]
 Actor --> X

Quick start

Export 200 recent Yelp reviews for one restaurant:

curl-X POST "https://api.apify.com/v2/acts/scrapemint~yelp-review-intelligence/run-sync-get-dataset-items?token=YOUR_TOKEN"\
-H"Content-Type: application/json"\
-d'{
 "businessUrls": [
 { "url": "https://www.yelp.com/biz/the-halal-guys-new-york" }
 ],
 "maxReviews": 200,
 "sortBy": "NEWEST_FIRST"
 }'

Pull complaints only across 3 locations:

{
"businessUrls":[
{"url":"https://www.yelp.com/biz/the-halal-guys-new-york"},
{"url":"https://www.yelp.com/biz/joes-pizza-new-york-2"},
{"url":"https://www.yelp.com/biz/levain-bakery-new-york"}
],
"maxReviews":500,
"sortBy":"LOWEST_RATED"
}

Pull only elite reviewer opinions:

{
"businessUrls":[
{"url":"https://www.yelp.com/biz/peter-luger-steak-house-brooklyn"}
],
"maxReviews":300,
"sortBy":"ELITES"
}

What one review record looks like

{
"rating":5.0,
"reviewText":"Best falafel in Manhattan. Lines are long but worth it.",
"reviewDate":"2026-04-10",
"reviewerName":"Jane D.",
"reviewerLocation":"Brooklyn, NY",
"reviewerProfileUrl":"https://www.yelp.com/user_details?userid=abc123",
"photoCount":2,
"photos":[
"https://s3-media0.fl.yelpcdn.com/bphoto/abc123/o.jpg"
],
"usefulVotes":12,
"funnyVotes":1,
"coolVotes":3,
"hasBusinessReply":true,
"businessReplyText":"Thanks for the kind words Jane, see you again soon.",
"businessName":"The Halal Guys",
"businessCategory":"Halal",
"businessAddress":"W 53rd St & 6th Ave, New York, NY 10019",
"businessCity":"New York",
"businessPhone":"+1 347-527-1505",
"businessRating":4.1,
"businessReviewCount":6823,
"sourceUrl":"https://www.yelp.com/biz/the-halal-guys-new-york",
"scrapedAt":"2026-04-15T20:14:02.331Z"
}

Every record carries both the review fields and the business rollup, so multi location exports group cleanly by businessName in any spreadsheet.

Inputs

Pricing

Pay per review. Free tier lets you verify the output before spending anything.

5,000 reviews across 10 locations: $29.70 once. Reputation SaaS like Podium, Yext, or Birdeye: $300 to $1,200 per month per location.

Benchmark every location in one run

flowchart LR
 A[Location 1 URL] --> X[Actor]
 B[Location 2 URL] --> X
 C[Location 3 URL] --> X
 X --> D[(Unified review<br/>dataset)]
 D --> E[Group by businessName]
 E --> F[Store vs store<br/>ranking report]

Every record carries businessName, businessAddress, and businessRating, so a pivot table turns multi location exports into a city by city ranking in seconds.

Common workflows

• Weekly complaint triage. Schedule this actor every Monday on your own business URL. Filter by LOWEST_RATED. Send the text to your manager by 10am.
• Competitor scan. Pass the URLs of the 3 closest rival restaurants in your city. Compare average ratings and top complaint themes.
• Franchise audit. Pass every store URL in one run. Rank locations by rolling 90 day rating. Catch the one location dragging down the brand.
• Agency reporting. Pull 10 client businesses in one afternoon. Generate a quarterly reputation report for each client from the same dataset.
• Elite reviewer tracking. Sort by ELITES to see what Yelp's most trusted reviewers say about your business.

Related tools in the review intelligence suite

• Google Reviews Intelligence: same model for Google Maps reviews with full history export
• TripAdvisor Review Intelligence: hotel, restaurant, and attraction reviews with trip type and stay dates
• Booking Review Intelligence: hotel guest reviews from Booking.com with sentiment and category scores
• Trustpilot Brand Reputation: brand level trust scores, country, and verification status
• Airbnb Market Intelligence: rental pricing and guest review data

Combine all six for a full local business reputation picture across Google, Yelp, TripAdvisor, Booking, Trustpilot, and Airbnb in one pipeline.

Frequently asked questions

How do I scrape Yelp reviews into a CSV file? Run this actor with a Yelp business URL and a review cap. Export the dataset as CSV from the Apify console or pull it via the API. Works for any business category on Yelp.

Is there a Yelp API alternative that returns full review text? Yes. The official Yelp Fusion API caps results at 3 reviews per business and truncates text to 160 characters. This actor pulls the full review history with complete text from the public Yelp page.

How do I export Yelp reviews for my business? Paste your business's Yelp URL into businessUrls. The actor pulls every review the public page shows in your chosen sort order, including reviewer info, votes, and your owner replies.

How do I monitor Yelp reviews without Podium or Yext? Schedule this actor weekly. Diff the latest export against last week in a spreadsheet. Replaces a $300+ monthly subscription for Yelp monitoring.

Can I compare multiple Yelp business locations in one run? Yes. Pass every URL in businessUrls. Every record includes businessName and businessAddress for easy grouping and ranking.

How do I find only negative Yelp reviews? Set sortBy to LOWEST_RATED to surface 1 and 2 star reviews first, or filter the exported dataset by the rating field.

Can I pull only Yelp Elite reviews? Yes. Set sortBy to ELITES and the actor pages through elite reviewer content first.

Does this work for all Yelp categories? Yes. Restaurants, salons, clinics, auto shops, dentists, gyms, any business page on yelp.com.

How fresh is the data? Live at query time. Every run pulls straight from Yelp.

Why residential proxies? Yelp blocks datacenter IPs within a few requests. Residential proxies keep runs clean, and the actor ships with residential defaults.