Yelp business data extraction

Yelp Scraping Service

Turn any Yelp category and city into a clean spreadsheet of local business leads. We extract names, categories, phone numbers, websites, ratings, and review counts — delivered as CSV, Excel, or Google Sheets.

Free sample first
24–48h turnaround
Pay after delivery

Joe's Pizza

4.7 ★ 3,204 reviews
Pizza $$ Open now
(212) 555-0180
7 Carmine St, New York, NY
joespizzanyc.com
Every field here becomes a column in your export
Anatomy of a Listing

Every Part of a Yelp Page Becomes a Field

Here's a single Yelp business page, mapped to the columns you'll get back.

Blue Ribbon Sushi

4.5 ★1,876 reviews
CategorySushi Bar
Price$$$
Phone(212) 555-0143
Websiteblueribbonsushi.com
Address119 Sullivan St, NY
Business Name
Exact name as listed
Category
Primary + secondary tags
Rating & Reviews
Score and total review count
Price Range
$ to $$$$ signal
Phone & Website
Direct contact points
Full Address
Street, city, and ZIP

Yelp Is a Goldmine of Local Business Data — If You Can Get It Out

Every local business, categorized and reviewed. The problem is Yelp fights scrapers hard.

Yelp is one of the richest sources of local business data on the web — categorized, reviewed, and full of contact details. For anyone doing local lead generation, competitor research, or market analysis, that's exactly the data you want. But Yelp doesn't hand it over: there's no export button, and the site is protected by aggressive bot detection that blocks casual scraping fast.

Our Yelp scraping service does it for you. You tell us the category and the locations; we return a clean, deduplicated file of every matching business with its name, category, full address, phone, website, rating, and review count. We handle the anti-bot layer, the pagination, and the cleanup, so you get usable data instead of a blocked script.

Whether you need every restaurant in a city, every contractor in a metro area, or a nationwide list of a niche, the output is the same: structured rows you can drop straight into a CRM or outreach tool — scraped live the day we run it, never a stale resold database.

Included

What We Extract

Every public field on a Yelp business page, in your spreadsheet.

Business Name
Category
Full Address
Phone Number
Website
Rating
Review Count
Price Range
Yelp URL
Sample Output

Exactly What You'll Receive

BusinessCategoryPhoneRatingReviews
Joe's PizzaPizza(212) 555-01804.73,204
Blue Ribbon SushiSushi Bar(212) 555-01434.51,876
The SmithAmerican(212) 555-01194.32,540
BalthazarFrench(212) 555-01664.44,012
Los Tacos No.1Mexican(212) 555-01074.85,231
Sample data shown for format illustration. Your export contains real results for your request.
The Difference

Why Not Just Copy Listings by Hand?

The manual / extension way

  • Yelp's bot detection blocks casual scrapers within a few hundred rows
  • CAPTCHAs and IP bans stop the job before a city is done
  • Copy-pasting phone and rating for every listing takes days
  • No clean way to merge many categories or cities into one file
  • Data is stale the moment you stop clicking

With Scrapels

  • A maintained scraper that clears the anti-bot layer for you
  • Proxy rotation built in — finish tens of thousands of listings
  • Every public field captured automatically, no manual entry
  • One brief covers many categories and locations at once
  • Scraped live, deduplicated, delivered in 24–48 hours
How It Works

Simple, Done-For-You Process

01

You Tell Us

Send the category (e.g. "plumbers") and the cities or regions. We confirm scope and fields.

02

We Scrape

Our scraper handles Yelp's bot detection and pagination, capturing every public field.

03

We Clean

Duplicates removed, phones and URLs normalized, empty listings dropped.

04

You Receive

A ready-to-use CSV, Excel, or Google Sheet — usually within 24–48 hours.

Use Cases

What People Use It For

Local Lead Lists

Build targeted B2B outreach lists — every business of a type in a market, with phone and website.

Competitor Research

Map competitor density, ratings, and review volume across cities before you launch or expand.

Restaurant & Hospitality

Pull full category data for suppliers, delivery platforms, and market analysts.

Reputation Benchmarking

Compare ratings and review counts across a market or franchise network.

Sales Prospecting

Feed a fresh, deduplicated prospect list into your CRM instead of copying rows by hand.

Data Enrichment

Match and enrich an existing list with categories, ratings, and contact details from Yelp.

Why Scrapels

Why Scrapels Instead of a DIY Scraper

Beats the Bot Wall

Yelp blocks casual scrapers fast. We handle the anti-bot layer so the job actually finishes.

Fresh, Not Stale

Scraped live the day we run it — not resold from a database that went stale months ago.

Clean on Arrival

Deduplicated, normalized, and validated — no junk rows, no manual cleanup.

Done For You

No tools, no proxies, no blocks to fight. Send the brief, get the file.

FAQ

Yelp Scraping — Frequently Asked

What data can you extract from Yelp?

Business name, category, full address, phone number, website, rating, review count, price range, and the Yelp URL — every field that's public on the listing.

What format do I receive the data in?

CSV, Excel (.xlsx), or a shared Google Sheet — deduplicated and ready to import into a CRM or outreach tool.

How many Yelp listings can you scrape?

From a few hundred to tens of thousands, across multiple categories and cities in a single job.

Isn't Yelp hard to scrape yourself?

Yes — Yelp uses aggressive bot detection that blocks most DIY scrapers. Handling that is exactly what you're paying us for.

Is scraping Yelp legal?

We collect only publicly visible business information — the same data any visitor sees. We don't collect personal data or republish copyrighted review text. You are responsible for lawful use of the data.

How much does a Yelp scrape cost?

It depends on the number of listings and categories. Most one-time lists start around $49. Send your category and locations for an exact quote.

Get a Free 20-Row Sample

Tell us your category and city. We'll scrape a free 20-row Yelp sample so you can check the quality before you commit.