Local Business Leads Scraper — Business Data, Emails & Contacts

Extract local business data — names, addresses, phone numbers, emails, websites, categories and social profiles. Scrape business directories for lead generation and market research.

Main Use Cases

• Lead generation — collect business contact data for outreach
• Market research — analyze business density by category and location
• Email collection — extract business emails for campaigns
• Competitive analysis — map competitor presence by area
• CRM enrichment — enrich lead lists with business data
• Directory building — create structured business databases

Output Fields

Field	Type	Description
name	string	Business name
address	string	Full address
city	string	City
state	string	State
postalCode	string	ZIP code
phone	string	Phone number
email	string	Business email
website	string	Website URL
category	string	Business category
rating	number	Average rating
reviewCount	integer	Number of reviews
socialProfiles	object	Social media links
source	string	Data source
scrapedAt	string	Extraction timestamp

Input

Field	Type	Default	Notes
startUrls	array	required	Business directory URLs
maxPagesPerSite	integer	5	Max pages per site
maxResults	integer	50	Max businesses
maxRequestsPerCrawl	integer	100	Max requests
proxyConfiguration	object	DATACENTER	Proxy config

Example Input

{
  "startUrls": ["https://www.yelp.com/search?find_desc=restaurants&find_loc=New+York,+NY"],
  "maxResults": 100
}

Related Actors

• Google Maps Scraper (other) — business data
• Yelp Scraper (other) — business reviews
• Yellow Pages Scraper (other) — business directory

FAQ

Can I collect emails?

Yes. The actor extracts emails when available on business pages or websites.

Which directories are supported?

Any business directory with accessible listing pages — Yelp, Yellow Pages, Google Maps, etc.

Is this GDPR compliant?

Users must ensure compliance with GDPR and applicable data protection laws when collecting business contact data.

For AI Agents & LLM Apps

Purpose: Extract local business data — names, addresses, phones, emails and social profiles.

Minimal working input:

{
  "startUrls": ["https://www.yelp.com/search?find_desc=plumber&find_loc=Austin,+TX"],
  "maxResults": 20
}

Output fields: name, address, city, state, phone, email, website, category, rating, reviewCount, socialProfiles, scrapedAt.

Behaviors an agent should know:

• startUrls is required — accepts business directory URLs.
• maxPagesPerSite controls pagination depth.
• Emails are extracted when publicly available.

Billing: Free.

Legal & Compliance Disclaimer

This actor extracts publicly available business data. Users must comply with CAN-SPAM, GDPR and applicable data protection law when using collected contact data for outreach.

SEO Keywords

local business leads, business contact data, business email scraper, lead generation tool, local business directory, business data extraction, small business leads, business phone numbers, local seo data, business database builder, business contact enrichment, directory scraping tool, business lead scraper, local market research, business listing data, contact data collection, business outreach data, local business intelligence, business directory scraper, lead list building