Yellow Pages Scraper

Scrape yellowpages.com listings — business name, categories, phone, address, website, rating, years in business — for any business type and location, with optional website crawl for emails and social profiles. You pay per lead found.

Output is a prospect list for your sales team, built from public yellowpages.com listings (plus each business's own website when enrichment is on). Use it in line with applicable outreach and privacy law.

✅ Pay only when we find it

This actor charges on success — you're billed per result delivered, not per attempt. No match, no charge.

📊 Sample Output

business_name	category	address	city	phone	website
Magnolia Cafe South	Coffee Shops	1920 S Congress Ave	Austin	[phone on record]	http://magnoliacafesouth.localsearch.com
Bouldin Creek Coffee House	Coffee Shops	1900 S 1st St	Austin	[phone on record]	http://www.bouldincreek.com
Jo's Hot Coffee Good Food	Coffee Shops	1300 S Congress Ave	Austin	[phone on record]	http://www.joscoffee.com
Summer Moon Coffee (South 1st)	Coffee Shops	3115 S 1st St # 1B	Austin	[phone on record]	https://locations.summermooncoffee.com/locations/south-first-austin
Quack's 43rd Street Bakery	Coffee Shops	411 E 43rd St	Austin	[phone on record]	http://quacks43rd.com
Café No Sé	Coffee Shops	1603 S Congress Ave	Austin	[phone on record]	https://www.cafenoseaustin.com/menu

Real rows from run aOxve2p8Dl28099In on build 0.0.38 (2026-09-24), unedited apart from masked emails/phones and shortened long text; fields the source does not publish are empty.

⚙️ Sample inputs

This is the Store example input — the same input Apify's automated check runs — so it is proven to return rows on the current build. Paste it into the input form, or send it through the API, CLI or a schedule:

{
  "query": "coffee shops",
  "location": "Austin, TX",
  "max_results": 20,
  "enrich_contacts": true
}

🔧 Input reference

Field	Type	Default	What it does
query (required)	string	"coffee shops"	Type of business to search for (e.g. 'coffee shops', 'plumbers', 'dentists')
location	string	"Austin, TX"	City, state, or area (e.g. 'Austin, TX', 'Brooklyn, NY', 'San Francisco')
max_results	integer	20	Maximum number of businesses to deliver (1-100). One lead-found charge per business delivered.
enrich_contacts	boolean	true	Crawl each business website to extract emails, phones, and social profiles. Recommended ON for lead-gen use cases.

🧾 JSON sample record

One real record from run aOxve2p8Dl28099In (emails/phones masked, long text shortened):

{
  "business_name": "Magnolia Cafe South",
  "category": "Coffee Shops",
  "categories": [
    "Coffee Shops",
    "American Restaurants",
    "Breakfast, Brunch & Lunch Restaurants"
  ],
  "address": "1920 S Congress Ave",
  "city": "Austin",
  "region": "TX",
  "zip": "78704",
  "phone": "[phone on record]",
  "website": "http://magnoliacafesouth.localsearch.com",
  "email": null,
  "rating": 5,
  "review_count": 1,
  "tripadvisor_rating": 4.5,
  "tripadvisor_reviews": 1010,
  "years_in_business": 42,
  "open_status": "open now",
  "snippet": null,
  "yp_id": "467152333",
  "yp_url": "https://www.yellowpages.com/austin-tx/mip/magnolia-cafe-south-467152333",
  "emails": [],
  "site_phones": [
    "[phone on record]"
  ],
  "social": {},
  "page_title": "Magnolia Cafe South - Coffee Shops - Austin, TX",
  "search_query": "coffee shops",
  "search_location": "Austin, TX",
  "source": "yellowpages.com"
}

💰 Pricing

Event	Price (USD)	When it is charged
Actor Start (apify-actor-start)	$0.005	Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event).
Lead found (lead-found)	$0.02	Charged for each business found and enriched with contact data

Pay-per-event: you pay only for what the run delivers. A run that delivers nothing bills no result events (only the actor-start event, when the actor defines one). Example: a run that delivers 100 results costs 100 × $0.02 = $2.00 plus the start fee.

🔗 Related Actors

More from the NexGenData Leads, contacts & enrichment family:

• TikTok Creator Email Finder — Influencer Contact API
• Tech Stack Detector — Wappalyzer & BuiltWith API Alternative
• Website Email Extractor — Bulk Contact Scraper
• YouTube Creator Contact Finder — Channel Email & Links API

32 more in this family on the NexGenData Store page.

📊 What you get

Clean JSON, one record per lead (main fields; the full record also carries categories, review_count, years_in_business, open_status, yp_url, emails, social):

• business_name — Business name
• category — Category
• address — Address
• city — City
• region — Region
• zip — Zip
• phone — Phone
• website — Website
• email — Email (from the business website, when enrich_contacts is on)
• rating — Rating

Pricing: $0.020 per lead (Pay-Per-Event) — about 50 leads per $1.

🤖 Use with AI agents

Point Claude, the OpenAI Agents SDK, an n8n flow or any MCP-aware client at it and run prospecting on demand.

Agentic payments (x402): Supports agentic payment via x402 — agents can call this actor with USDC, no API key required.

🔗 Related lead-gen actors

The lead-gen workflow chain — found leads? verify → enrich → push to CRM:

1. Find: B2B Leads Finder · Company Email Finder · Person Email Finder · Website Contact Scraper
2. Enrich: Company Enrichment · B2B Contact Enricher · Lead List Enricher · Website Tech & Contact Audit
3. Verify & clean: Email Verification · Bulk Email Validator · Lead List Cleaner
4. Deliver: Leads to Notion CRM

Front door — Sales Intelligence MCP: the sales-intelligence agent that fronts this whole cluster → Sales Intelligence MCP

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Public yellowpages.com listing data plus each business's public website, assembled as sales-team prospect lists. Runs that find nothing charge nothing.