Yelp Scraper: Business Leads, Phones, Websites & Reviews

Yelp Scraper: business leads with phone, website, hours and reviews, past Yelp's 240-result limit

Yelp Scraper exports Yelp businesses to a spreadsheet: name, phone, website, full address, coordinates, opening hours, rating, review count, categories, price, attributes (delivery, reservations, Wi-Fi, …), health score and photos. Search by keyword and location like on Yelp, paste Yelp search URLs, or give it business URLs. Add reviews to every business if you need them.

• More than 240 results per search. Yelp never shows more than 240 results for one search. When you ask for more, this scraper splits the city into map tiles and searches each one, then removes duplicates. In our test, "plumbers in Chicago" returned 1,938 businesses instead of 240, in about 3.5 minutes. Other Yelp scrapers stop at 240 or ask you to split the search by ZIP code by hand.
• Every column you need for leads. Phone, website, street, city, state, ZIP and country on every row, in separate columns, plus hours, rating and categories.
• Filters like on Yelp. Sort by rating, review count or distance; filter by price, open now, category and features such as delivery, takeout, outdoor seating or good for kids.
• Reviews in the same run. Add the newest, lowest-rated or Elite reviews of each business, with owner replies, and the 1★ to 5★ breakdown.
• New businesses only on repeat runs. Schedule a search and get only businesses that weren't in earlier runs, for example new restaurants in your city each week.
• $0.50 per 1,000 businesses, no start fee. No Yelp account, API key or proxy setup. Export to CSV, Excel, JSON or Google Sheets, or use the API.

What can you do with Yelp Scraper?

Goal	How
Build B2B lead lists	Search "plumbers", "dentists" or "roofing" in your cities with Max businesses per search set to 0.
Find businesses without a website	Filter the export on an empty website column: they need a web designer.
Market research	Count businesses per category, price level and neighborhood, and compare their ratings and review counts.
Track new openings	Schedule a search with Only new businesses on, or use the Hot and new feature filter.
Reputation agencies	Add the 5 lowest-rated reviews per business and check which ones the owner never answered.
Local SEO and directories	Export name, address, phone and website (NAP data) with categories and coordinates.
Restaurant data	Price level, hours, delivery and takeout, reservations, health scores and menu links.

How it compares

What you need	Yelp Scraper	Most used Yelp scrapers on Apify
Results per search	Thousands (map tiles past the 240 cap)	Up to 240
Phone and website	On every row	Varies
Hours, attributes, health score	Yes	Some
Filters	Sort, price, open now, category, 11 features	Mostly term and location
Reviews	Optional, up to 500 per business, any language	A separate Actor, or a few per business
Repeat runs	Only new businesses	Everything again
Price	$0.50 per 1,000 businesses, no start fee	$0.75 to $2.75 per 1,000, some start fees

Quick start

1. Click Try for free and sign in to Apify. The free plan's monthly credit covers about 10,000 businesses.
2. Enter a Search term (pizza) and a Location (Brooklyn, NY).
3. For a first run, keep Max businesses per search at 20.
4. Click Start. When the run finishes, open the Output tab and export the data.

{
    "searchTerms": ["pizza"],
    "locations": ["Brooklyn, NY"],
    "maxResultsPerSearch": 20
}

Several terms and locations are combined: two terms in three cities run six searches. Locations can be cities, neighborhoods, ZIP codes or addresses, in any country Yelp covers.

Ready-to-run examples

Every plumber in a city

{
    "searchTerms": ["plumbers"],
    "locations": ["Chicago, IL"],
    "maxResultsPerSearch": 0
}

0 means no limit. Businesses outside the location's area are left out once the search goes past 240 results.

Cheap restaurants open now that deliver

{
    "searchTerms": ["restaurants"],
    "locations": ["Austin, TX"],
    "priceLevels": ["1"],
    "openNow": true,
    "features": ["RestaurantsDelivery"],
    "maxResultsPerSearch": 100
}

A whole category, sorted by review count

{
    "category": "dentists",
    "locations": ["90210", "Santa Monica, CA"],
    "sortBy": "reviewCount",
    "maxResultsPerSearch": 50
}

The category is the cflt= value of a Yelp search URL, for example plumbing, pizza, hair, coffee, autorepair or dentists.

Yelp search URLs and business URLs

{
    "urls": [
        "https://www.yelp.com/search?find_desc=sushi&find_loc=San+Francisco%2C+CA&sortby=review_count",
        "https://www.yelp.com/biz/gary-danko-san-francisco"
    ],
    "maxResultsPerSearch": 30
}

Search URLs keep their sort (sortby) and filters (attrs, cflt). URLs from any Yelp country site work.

Businesses with their worst reviews

{
    "searchTerms": ["hotels"],
    "locations": ["Las Vegas, NV"],
    "maxResultsPerSearch": 50,
    "maxReviewsPerBusiness": 5,
    "reviewsSort": "lowest",
    "includeRatingBreakdown": true
}

New businesses every week

Turn on Only new businesses, save the input as a task and schedule it weekly in Schedules. The first run returns the current list; later runs return only businesses that weren't there before, and you pay only for those. Connect the task to Google Sheets, Slack or email in Integrations.

Output

One row per business. Example (shortened):

{
    "name": "Mon Ami Gabi",
    "url": "https://www.yelp.com/biz/mon-ami-gabi-las-vegas-2",
    "rating": 4.2,
    "reviewCount": 13181,
    "ratingCounts": { "1": 530, "2": 741, "3": 1426, "4": 3840, "5": 6646 },
    "categories": ["French", "Steakhouses", "Breakfast & Brunch"],
    "categoryAliases": ["french", "steak", "breakfast_brunch"],
    "price": "$$$",
    "priceLevel": 3,
    "phone": "(702) 944-4224",
    "phoneDigits": "7029444224",
    "website": "http://www.monamigabi.com",
    "address": "3655 Las Vegas Blvd S, Las Vegas, NV 89109",
    "street": "3655 Las Vegas Blvd S",
    "city": "Las Vegas",
    "state": "NV",
    "postalCode": "89109",
    "country": "US",
    "neighborhoods": ["The Strip"],
    "latitude": 36.112859,
    "longitude": -115.172434,
    "timezone": "America/Los_Angeles",
    "openingHours": [{ "day": "Monday", "open": "07:00", "close": "22:00" }],
    "hoursText": ["Mon-Thu, Sun 7:00 am - 10:00 pm", "Fri-Sat 7:00 am - 11:00 pm"],
    "isOpenNow": true,
    "isClosed": false,
    "isTemporarilyClosed": false,
    "attributes": { "Takes Reservations": "Yes", "Offers Delivery": "Yes", "Wi-Fi": "Paid", "Alcohol": "Full Bar" },
    "healthScore": "A",
    "menuUrl": "https://www.monamigabi.com/las-vegas/menus/",
    "photoCount": 19649,
    "mainPhotoUrl": "https://s3-media0.fl.yelpcdn.com/bphoto/z48sNZP1LYbtynh3843JvQ/o.jpg",
    "isChain": true,
    "parentBusiness": {
        "id": "ii8sAGBexBOJoYRFafF9XQ",
        "name": "Paris Las Vegas",
        "url": "https://www.yelp.com/biz/paris-las-vegas-las-vegas-11"
    },
    "isAdvertiser": false,
    "businessId": "4JNXUYY8wbaaDmk3BPzlWw",
    "alias": "mon-ami-gabi-las-vegas-2",
    "reviews": [
        {
            "rating": 5,
            "text": "One of our favorites in Vegas for brunch!! …",
            "date": "2026-10-05T22:08:46.000Z",
            "language": "en",
            "ownerReply": null,
            "reviewerName": "Rainbow",
            "reviewerLocation": "Victorville, CA",
            "isReviewerElite": false,
            "reviewUrl": "https://www.yelp.com/biz/mon-ami-gabi-las-vegas-2?hrid=BNcGNBewyIezgAtNmXOR_w"
        }
    ],
    "searchTerm": "french",
    "searchLocation": "Las Vegas, NV",
    "input": null,
    "scrapedAt": "2026-10-06T21:56:39.158Z"
}

Notes on fields

• rating is Yelp's unrounded average (4.2); the stars on the page are rounded.
• website is the address the business lists on Yelp. A few businesses have none.
• openingHours uses 24-hour times in the business's time zone; a close earlier than open means after midnight. isOpenNow is calculated at scrape time.
• reviews appears only when Reviews per business is above 0. ratingCounts is filled only with Star rating breakdown on.
• searchTerm and searchLocation tell which search found the business; input is the URL it came from.
• The Output tab has Overview, Leads and Hours and details views.

FAQ

How many businesses can I get?

Up to 240 from Yelp's normal search, and far more with Max businesses per search above 240 or at 0. The scraper then searches the location's area in map tiles until every tile shows fewer than 240 results. A large city and a common term give a few thousand businesses.

How fast is it?

About 9 businesses per second with full profiles: 1,938 Chicago plumbers took 3.5 minutes. Reviews and the star breakdown add one or two requests per business.

Why are some results outside my city?

For the first 240 results the order and the area are Yelp's own, which includes nearby businesses. Past 240, only businesses inside the location's area are kept. Use a neighborhood or ZIP code for a tighter area.

Can I get emails?

No. Yelp doesn't show business emails. The website column is the place to find them.

Can I get all reviews of a business?

This scraper adds up to 500 reviews per business. For full review histories, every language and monitoring of new reviews, use Yelp Reviews Scraper.

Do I need proxies, a Yelp account or an API key?

No. Everything is included in the price.

Is it legal to scrape Yelp?

The scraper collects publicly visible business data. Reviewer names on reviews are personal data under laws such as GDPR and CCPA; if you have no lawful basis to process them, turn off Include reviewer details. You are responsible for how you use the data, including Yelp's terms.

Cost

Pay-per-event pricing: you pay only for what is saved, with no subscription and no start fee.

Event	Price	Per 1,000	Charged when
business	$0.0005	$0.50	A business is saved with its full profile. Searches, map tiles and businesses already seen in earlier runs are free.
review	$0.00025	$0.25	A review is added to a business (only with Reviews per business above 0).

Example runs:

Run	Cost
100 businesses	$0.05
1,938 plumbers in Chicago	$0.97
50 hotels with 5 reviews each	$0.09
Weekly check for new restaurants, ~30 new each	$0.015

Set a maximum cost per run and the scraper stops exactly there. The Pricing tab always shows the current prices.

Support

Report problems or request features in the Issues tab. Include the run ID, the input and what you expected. We read every issue.

This Actor is not affiliated with or endorsed by Yelp Inc. "Yelp" is a trademark of Yelp Inc.