Pricing

from $2.00 / 1,000 results

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YellowPages US Scraper

Try for free

Pricing

from $2.00 / 1,000 results

Rating

0.0

(0)

Developer

Ville Petteri

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Yellow Pages Scraper — US Business Leads

Search yellowpages.com and get clean, structured business leads: name, phone, address, website, categories, ratings, years in business — one row per listing, ready for your CRM, spreadsheet, or agent pipeline.

Why this scraper

You only pay for results. $2 per 1,000 listings. Failed requests cost nothing. Searches are paginated automatically until your maxResults is reached.
Built to stay working. Yellow Pages blocks lazy scrapers; this one runs residential proxies with automatic session rotation and browser-consistent fingerprints. When the site changes, this actor gets fixed — issues are answered within a day.
Honest output. Sponsored listings are flagged (isAd) instead of mixed invisibly into your leads. Fields that Yellow Pages doesn't provide come back as null, never as guesses.
Respects your budget. If you set a maximum charge per run, the scraper stops exactly at what your budget pays for.
Agent-ready. Clean JSON, one event per result — built to be called by AI agents and MCP tools, not just humans.

Input

Field	Example	Notes
`searchTerms`	`plumber`	What to search for
`location`	`Austin, TX`	City/state or ZIP
`maxResults`	`100`	Stop after this many listings

{
    "searchTerms": "roofing contractor",
    "location": "Phoenix, AZ",
    "maxResults": 100
}

Output

One dataset item per business:

{
    "name": "Butler Plumbing",
    "phone": "(512) 282-2265",
    "street": "9709 Swansons Ranch Rd",
    "locality": "Austin, TX 78748",
    "categories": ["Plumbers"],
    "website": "http://butlerplumbing.example.com",
    "ypUrl": "https://www.yellowpages.com/austin-tx/mip/butler-plumbing-7259871",
    "ypId": "7259871",
    "rating": 4.5,
    "ypRatingCount": 15,
    "yearsInBusiness": "75 Years",
    "isAd": false,
    "snippet": "Family-owned plumbing since 1949...",
    "searchTerms": "plumber",
    "location": "Austin, TX"
}

The Output tab includes a "With phone numbers" view — only the directly contactable listings, ready to export.

Common uses

Lead generation — pull every plumber, dentist, or roofer in a metro with phone numbers and websites.
Market research — category coverage, ratings, and years-in-business across cities.
Data enrichment — match your records against Yellow Pages listings by name and location (ypId gives you a stable key).
AI agents — call it as a tool; pay per result with no subscription.

Pricing

Event	Price
Per result	$0.002 ($2 per 1,000 listings)
Actor start	$0.005
Empty search (zero listings found)	$0.002

No subscription. No charge for failed requests.

Notes

Some sponsored ("nationwide") listings genuinely carry no phone/address on Yellow Pages — those fields are null and the listing is flagged isAd.
This actor scrapes publicly listed business-directory data only.

Found a problem or need a field added? Open an issue — I read them.

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