Scrape Yelp Business Data into Google Sheets
Extract business ratings, review counts, contact details, hours of operation, and more from any Yelp listing directly into your spreadsheet with simple formulas.
Use Cases
How professionals use this scraper to get real results
Lead Generation
Build targeted prospect lists by extracting business names, phone numbers, websites, and addresses from Yelp listings in any city or category.
Reputation Monitoring
Track ratings and review counts for your own business or competitors over time to spot trends, respond to shifts, and benchmark performance.
Market Analysis
Analyze local market density, pricing tiers, and customer sentiment across hundreds of businesses in a specific area or industry vertical.
Local SEO
Audit competitor listings for NAP consistency, category usage, and review volume to inform your own local SEO and citation-building strategy.
12 Data Points You Can Extract
Structured data from Yelp, delivered straight to your cells
Formula Examples
Copy these formulas directly into Google Sheets
Returns the current star rating of the Yelp business with the given slug.
=SCRAPE_YELP("joes-pizza-new-york", "rating")Extracts multiple data points at once -- business name, phone number, full address, and rating -- into adjacent cells.
=SCRAPE_YELP("joes-pizza-new-york", "name,phone,address,rating")Accepts a full Yelp URL instead of a slug and returns the total number of reviews for the business.
=SCRAPE_YELP("https://www.yelp.com/biz/joes-pizza-new-york", "review_count")Why Use This Scraper
Built for speed, reliability, and ease of use
Real-Time Business Data
Pull live business information from Yelp including ratings, review counts, and operating hours with every spreadsheet refresh.
Bulk Listing Extraction
Scrape hundreds of Yelp business listings at once by listing slugs or URLs in a column and dragging your formula down. No API keys or setup needed.
Comprehensive Data Fields
Extract over 10 different data points per listing -- from business names and ratings to phone numbers, price ranges, and full addresses.
Category & Location Filtering
Target specific business categories and geographic areas to build focused datasets for market research, outreach, or competitive analysis.
How It Works
Three steps to structured data in your spreadsheet
Install the Add-on
Install Unlimited Sheets from the Google Workspace Marketplace. Free to get started.
Set Your API Key
Add your HasData API key in the add-on settings. Get one free at hasdata.com.
Use the Formula
Type =SCRAPE_YELP() in any cell and get structured data instantly.
Built to Scrape at Any Scale
Every request passes through battle-tested infrastructure — anti-bot evasion, proxy rotation, CAPTCHA solving, and full browser rendering, all handled automatically.
Anti-Bot Bypass
Automatically evades Cloudflare, DataDome, Akamai, PerimeterX, and other bot detection systems without any extra configuration.
CAPTCHA Handling
Solves CAPTCHAs automatically in the background, so your data extraction never gets stuck waiting for human verification.
Smart Proxy Rotation
Requests are automatically routed through residential and datacenter proxies across 195+ countries. No proxy management on your end.
JavaScript Rendering
Full headless browser rendering for JavaScript-heavy sites built with React, Angular, Vue, or any other framework.
Structured JSON Output
Every response is clean, structured JSON — parsed, normalized, and ready to use. No HTML cleanup or regex needed.
Auto-Retry & Error Handling
Failed requests are automatically retried with exponential backoff. You get data or a clear error — never silent failures.
Effortless Scaling
Scale from a few requests to millions without changing your setup. 99.9% uptime backed by enterprise-grade infrastructure.
WAF & Fingerprint Bypass
Bypasses Web Application Firewalls, IP fingerprinting, and TLS fingerprinting with browser-grade request signatures.
100% Legal & Compliant
We only extract publicly available data, fully compliant with US and EU regulations. No login credentials or private data accessed.
Developer-First Support
Get help directly from the engineers who build and maintain the scrapers. No ticket queues, no outsourced call centers.
Trusted by Data Teams Worldwide
Teams at agencies, startups, and enterprises use Unlimited Sheets to extract structured data at scale.
“We replaced three different scraping tools with Unlimited Sheets. Having structured data from Amazon, Google Maps, and Zillow land directly in our spreadsheets saves our team hours every week.”
Sarah Chen
Growth Lead at DataFirst Agency
“The anti-bot bypass actually works. We were getting blocked constantly with other tools, but haven't had a single failed request in months. The proxy rotation is seamless.”
Marcus Rivera
SEO Manager at Rankify
“I track 500+ competitor prices on Amazon every day. Just a column of ASINs and SCRAPE_AMAZON — that's it. No scripts, no Python, no broken scrapers to maintain.”
Emily Park
E-Commerce Analyst at ShopMetrics
“Our real estate team pulls Zillow and Redfin listings into Sheets for market analysis. The data is always structured and ready to use — no cleanup needed.”
James Thornton
Real Estate Investor at Thornton Capital
“We use the Google Maps scraper for lead generation — pulling business names, phone numbers, and ratings directly into our CRM spreadsheet. Game changer for outbound.”
Priya Sharma
Sales Operations at LeadEngine
“The fact that it handles CAPTCHAs and JavaScript rendering under the hood is what sold me. I just write a formula and get data. No infrastructure to worry about.”
David Kim
Product Manager at Nexus Analytics
Frequently Asked Questions
How do I scrape Yelp business data into Google Sheets?
Install the Unlimited Sheets add-on from the Google Workspace Marketplace, then use the =SCRAPE_YELP() formula with a business slug or full Yelp URL and the data field you want (e.g., "rating", "phone"). The data is pulled directly into your cell.
What is a Yelp business slug and where do I find it?
A Yelp business slug is the unique identifier at the end of a Yelp URL. For example, in "yelp.com/biz/joes-pizza-new-york", the slug is "joes-pizza-new-york". You can also pass the full URL directly to the formula.
How many Yelp businesses can I scrape at once?
Pro plans include 1,000 scraper credits per month and Business plans include 10,000 credits. Each business data request uses one credit. You can scrape hundreds of listings in a single sheet by listing slugs in a column and applying the formula.
Is the scraped Yelp data updated in real time?
Data is fetched in real time each time the formula is evaluated. You can trigger a refresh by recalculating the sheet or re-running the formula. Cached results may be served for recently fetched businesses to optimize credit usage.
Can I scrape Yelp search results for a specific location and category?
The SCRAPE_YELP formula is designed for extracting data from individual business listings. For bulk discovery of businesses by location or category, you can combine it with SERP formulas or prepare a list of business slugs to process in batch.
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Start Scraping Yelp Data Today
Install the free Google Sheets add-on, add your HasData API key, and start extracting structured data in seconds.
