Yellow Pages Business Scraper
Pricing
Pay per usage
Fast Yellow Pages business scraper. Search by category and city or ZIP, returns name, phone, address, lat/lng, website, hours, social links, payment methods, years in business, rating, and review count. JSON-LD-first parser, no headless browser.
Yellow Pages ID
yellowPagesId
Optional
Stable canonical YP business identifier (the 8-9 digit ypid at the end of the MIP URL). Null on warning rows when the search returned zero results.
Business Name
name
Optional
Primary business name as listed on Yellow Pages. Null on warning rows.
Phone (E.164)
phone
Optional
Dialable phone in E.164 form when possible, e.g. +15127660970.
Website
website
Optional
External business website. Populated by detail-page enrichment when present.
Full Address
address
Optional
Single-line full address composed from the address components.
Street Address
streetAddress
Optional
Street number and street name only.
City
city
Optional
Address locality.
State
state
Optional
Two-letter US state code.
Postal Code
postalCode
Optional
US ZIP or ZIP+4.
Country
country
Optional
ISO country code; almost always US.
Latitude
latitude
Optional
Decimal degrees. Populated by detail enrichment only.
Longitude
longitude
Optional
Decimal degrees. Populated by detail enrichment only.
Categories
categories
Optional
Yellow Pages category labels for this business.
Years In Business
yearsInBusiness
Optional
Years the business reports operating. Populated by detail enrichment.
Average Rating
rating
Optional
0.0 to 5.0 average from Yellow Pages aggregated reviews.
Review Count
reviewCount
Optional
Number of reviews on Yellow Pages.
Hours of Operation
hours
Optional
Mapping of weekday (mon..sun) to opening hours string (e.g. '09:00-17:00').
Payment Methods
paymentAccepted
Optional
List of accepted payment methods (amex, discover, master card, visa, etc.).
Yellow Pages URL
mipUrl
Optional
Canonical Yellow Pages business detail page URL (MIP). Null on warning rows.
Warning Marker
warning
Optional
Set to a short marker like 'no_results' on synthetic rows the actor emits when a search legitimately yields no records. Real business records leave this null/absent.
Warning Message
warningMessage
Optional
Human-readable explanation for a warning row.
Search Query
searchQuery
Optional
Echo of the input query that produced this record.
Scraped At
scrapedAt
Optional
ISO 8601 UTC timestamp of when this record was scraped.
Social Links
socialLinks
Optional
Object with one nullable string per platform: facebook, instagram, twitter, linkedin, youtube.