Pricing

$3.00 / 1,000 business listings

Yellow Pages Business Scraper — Leads & Contacts (No API Key)

Scrape Yellow Pages business listings — no API key, no login. Export name, phone, address, rating, reviews, hours & profile URL for lead gen & sales prospecting. Pay per result.

Pricing

$3.00 / 1,000 business listings

Rating

0.0

(0)

Developer

Jaime Martinez

Actor stats

Bookmarked

Total users

Monthly active users

13 hours ago

Last modified

Yellow Pages Business Scraper (No API Key)

Scrape Yellow Pages business listings into a clean, structured lead list — no API key, no login. Search any category and location (or paste Yellow Pages search URLs) and export every local business with its name, phone number, full address (street, city, state/region, ZIP, country), rating, review count, opening hours, and profile URL. Built for lead generation, sales prospecting, and local business data collection, this Yellow Pages scraper delivers bulk contact details for developers, sales teams, marketers, analysts, and AI/RAG pipelines — pay per result, no subscription.

Reliability comes from Chrome TLS impersonation (curl_cffi) over residential US proxies with per-request session and fingerprint rotation, so the scraper clears anti-bot walls and returns consistent results.

What you get

Each business record contains:

Field	Description
`name`	Business name
`phone`	Phone number
`street`	Street address
`city`	City
`region`	State / region
`postalCode`	ZIP / postal code
`country`	Country
`rating`	Aggregate rating value
`reviewCount`	Number of reviews
`openingHours`	Hours of operation
`url`	Yellow Pages profile URL

Use cases

B2B lead generation & sales prospecting — build targeted call and email lists of local businesses by category and city.
Local SEO & competitor monitoring — track competing listings, ratings, and review counts across a market.
Market & territory research — quantify business density, coverage, and reputation by region or ZIP code.
CRM & dataset building — enrich or seed a CRM with fresh, structured local business contact data.
LLM / RAG feed — pipe clean local business listings into AI agents, retrieval pipelines, and knowledge bases.
Directory & aggregator building — collect business listings to power niche directories, maps, or comparison sites.

Input

Param	Description	Example
`searchTerm`	What to search for	`plumbers`
`location`	City and state	`Los Angeles, CA`
`startUrls`	Or paste full Yellow Pages search URLs	`https://www.yellowpages.com/los-angeles-ca/plumbers`
`maxResults`	Max businesses per search (auto-paginates)	`100` (default; up to `3000`)

Provide searchTerm + location, or one or more startUrls. Pagination is handled automatically.

Pricing

Pay per business result delivered. No subscription.

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