Scrape Yellow Pages Business Listings into Google Sheets
Extract business names, phone numbers, addresses, ratings, and operating hours from Yellow Pages directly into your spreadsheet. Build lead lists, research local markets, and map competitors -- no coding or manual copying required.
Use Cases
How professionals use this scraper to get real results
Local Lead Generation
Build targeted lead lists by scraping business contact details for any industry and location. Export phone numbers, addresses, and websites into outreach-ready spreadsheets.
Business Directory Scraping
Extract entire business categories for a city or region into a structured spreadsheet for market mapping, data enrichment, or CRM import.
Market Research
Quantify the density of businesses in specific categories across locations to evaluate market saturation, identify underserved areas, and plan expansion.
Competitive Intelligence
Catalog competitors in your service area with their ratings, years in business, and service categories to understand the competitive landscape and find positioning gaps.
11 Data Points You Can Extract
Structured data from Yellow Pages, delivered straight to your cells
Formula Examples
Copy these formulas directly into Google Sheets
Returns a list of dentist listings in Chicago with names, phone numbers, addresses, and ratings.
=SCRAPE_YELLOW_PAGES("Dentist", "Chicago, IL")Pulls HVAC company listings in Dallas including contact details, websites, and years in business.
=SCRAPE_YELLOW_PAGES("HVAC", "Dallas, TX")Extracts Italian restaurant listings in Boston with ratings, hours, and full address data.
=SCRAPE_YELLOW_PAGES("Italian Restaurant", "Boston, MA")Why Use This Scraper
Built for speed, reliability, and ease of use
Complete Business Profiles
Extract business name, phone number, full address, rating, categories, website, operating hours, and years in business from every Yellow Pages listing.
Simple Keyword + Location Search
Just provide a business type and a city or zip code. The formula handles the search and returns structured results -- no complex query syntax required.
Lead-Ready Output
Results come back in clean columns ready for CRM import, email outreach, or cold-calling campaigns. No manual formatting or copy-pasting needed.
Multi-Market Coverage
Run the same search across dozens of cities by listing locations in a column and dragging the formula. Compare business density and competition across markets in one sheet.
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_YELLOW_PAGES() 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 Yellow Pages listings into Google Sheets?
Install the Unlimited Sheets add-on, then use the =SCRAPE_YELLOW_PAGES() formula with a business category keyword and a location (city/state or zip code). Business listings with full contact details populate directly in your cells.
What business information can I extract from Yellow Pages?
The scraper returns business name, phone number, street address, city, state, zip code, star rating, business categories, website URL, operating hours, and years in business for each listing.
Can I use Yellow Pages data for lead generation?
Yes. The structured output is designed to be lead-ready -- you can import results directly into your CRM, build cold-calling lists, or use the data for targeted outreach campaigns. Always comply with applicable telemarketing and data use regulations.
How many Yellow Pages listings can I scrape at once?
Each SCRAPE_YELLOW_PAGES call returns multiple listings and uses one scraper credit. Pro plans include 1,000 credits and Business plans include 10,000 credits per month, enough to cover hundreds of keyword-location combinations.
Can I scrape Yellow Pages for multiple cities at once?
Yes. List your target cities in a column, place your keyword in a fixed cell, and drag the formula down. Each row will return listings for a different city, letting you build a multi-market database in a single sheet.
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Start Scraping Yellow Pages Data Today
Install the free Google Sheets add-on, add your HasData API key, and start extracting structured data in seconds.
