B2B Lead Generation & Market Intelligence

Extract Business Directory Data at Scale

Scrape company details, contact information, categories, and reviews from Yelp, Yellow Pages, Google Maps, Manta, and 50+ directories. Build targeted lead lists and enrich your CRM with accurate business data.

100M+
Business records
50+
Directories supported
<48h
Setup time
📋 Yelp · Restaurants · Chicago, IL
The Purple Pig
★★★★☆ 4.2 (2.4k reviews)$$ · Mediterranean
444 Michigan Ave, Chicago, IL 60611
📞 (312) 464-1744 · 🌐 thepurplepigchicago.com
Girl & The Goat
★★★★☆ 4.5 (5.1k reviews)$$$ · American (New)
809 W Randolph St, Chicago, IL 60607
📞 (312) 492-6262 · 🌐 girlandthegoat.com
⬇️ Extracting 12,847 business records this hour
Trusted by sales & marketing teams: LeadGeniusSalesIntelMarketReachDataFox
Everything You Can Extract from Business Directories
Clean, structured data ready for lead generation, market research, and CRM enrichment.
🏢

Company Details

Business name, address, phone, website, email (when available), and year established.

📂

Categories & Industry

Primary category, secondary categories, NAICS/SIC codes, and business description.

Ratings & Reviews

Average rating, total review count, individual reviews, and reviewer sentiment.

🕒

Hours & Operations

Operating hours by day, service options (delivery/takeout), and appointment required.

💰

Pricing & Payment

Price range indicators, accepted payment methods, and insurance accepted (healthcare).

📸

Media & Social Links

Photo URLs, logo images, and social media profile links (Facebook, Instagram, LinkedIn).

Extract Data from Any Business Listing Platform
Major directories, review sites, and local search platforms.
YelpYellow PagesGoogle Maps Bing PlacesMantaSuperpages FoursquareCitysearchBBB.org Angi (Angie's List)HouzzTripAdvisor KijijiCraigslist BusinessesLinkedIn Company Pages

Need a custom directory? We build custom extractors for any business listing site.

Get Business Directory Data in Days
From requirement to structured data delivery — a streamlined workflow.
1

Define Scope

Specify directories, categories, locations, and data fields needed.

2

Map Data Schema

We design a custom schema matching your CRM or lead requirements.

3

Scrape & Validate

Our bots extract and validate data, handling anti‑scraping measures.

4

Deliver & Refresh

Data delivered in your format with scheduled daily/weekly updates.

How Clients Use Business Directory Data
📞

Lead Generation

Build targeted prospect lists by industry, location, and review rating.

📊

Market Research

Analyze market saturation, competitor density, and category trends.

🏪

Local SEO & Listings Management

Audit business listings across directories for consistency and accuracy.

🤖

AI & ML Training

Build datasets for entity recognition, categorization, and sentiment models.

💼

Sales Intelligence

Enrich CRM records with up-to-date contact and company information.

📱

App Development

Power local search apps, service directories, and review aggregators.

Superior to APIs and Manual Collection
Capability
MyDataScraper
API / Manual
Full business details (all fields)
(limited)
Multi‑directory aggregation
Contact info (phone/email/website)
(often hidden)
Reviews and ratings data
(restricted)
No API rate limits
Anti‑scraping bypass
Dedicated data engineer
Flexible Plans for Directory Data Extraction
Scale your data pipeline as your business grows.
Starter
$349/mo

For small teams and lead generation testing.

  • Up to 200K records/month
  • Weekly data updates
  • CSV / JSON output
  • Email support
  • 2 platforms maximum
Enterprise
Custom

For large-scale data operations and custom SLAs.

  • Unlimited records
  • Unlimited scrapers
  • Real‑time delivery
  • Full ETL pipeline
  • Dedicated engineer
  • 99.9% uptime SLA
  • Custom data retention

All plans include onboarding and schema design. Need a custom volume? Talk to sales.

Frequently Asked Questions
What business directory data can you extract? +
We extract business name, address, phone, website, categories, hours, ratings, reviews, payment info, and social links. Custom fields available upon request.
Is scraping business directories legal? +
We only extract publicly accessible data without breaching authentication. Our practices comply with applicable laws and we advise clients on responsible data usage.
Can you extract email addresses? +
We extract email addresses when publicly displayed on directory listings. For email enrichment beyond visible data, we can integrate with third‑party verification services.
How do you handle anti‑scraping measures? +
We use rotating residential proxies, headless browsers, and request throttling to ensure reliable extraction from protected directories like Yelp and Google Maps.
What output formats are available? +
CSV, JSON, Excel, or direct database push (PostgreSQL, MySQL, BigQuery, Snowflake). We also provide REST API and webhook delivery.
Do you offer a free sample? +
Yes. For qualifying projects, we provide a free sample extraction of 1,000 business records from your target categories and locations.
Directory Data Powering Growth
★★★★★

"MyDataScraper extracts 50,000+ restaurant records monthly from Yelp and Google Maps for our lead generation platform. The data quality is exceptional and our sales team loves it."

Jason M. · Director of Sales, RestaurantTech
★★★★★

"We use their directory scraper to monitor 10,000+ business listings for our local SEO clients. It's fully automated and catches listing inconsistencies instantly."

Sarah K. · CEO, LocalSEO Pros

Ready to Build Your Business Database?

Get a free sample extraction of 1,000 business records from your target directories and locations.

Start Your Data Project

Complete the form below and our team will provide a custom quote within 24 hours.