Pages Jaunes Scraper

The only Apify actor for Pages Jaunes (pagesjaunes.fr), France's dominant local business directory with 28+ million businesses. Extract business listings, contact details, opening hours, ratings, and SIREN numbers for any business type across all French cities and regions.

What Data Can You Extract?

Field	Description
Business name	Full official name
Address	Street, city, postal code, GPS coordinates
Phone number	Primary + all listed numbers, French format + normalized
Website	Business website URL
Email	Contact email if listed
Opening hours	Full schedule by day in French + English
Rating	Average rating + review count
SIREN number	French business registration number (9 digits)
SIRET number	Establishment number (14 digits)
Categories	Business categories in French + English equivalents
Reviews	Up to 50 most recent reviews (optional)
Photos	Photo URLs (optional)
Social links	Facebook, Instagram, Twitter, LinkedIn

How to Use

Basic search:

{
  "searchTerms": ["plombier"],
  "locations": ["Paris 75001"]
}

Multi-city, multi-category:

{
  "searchTerms": ["restaurant", "brasserie"],
  "locations": ["Lyon", "Bordeaux", "Marseille"],
  "maxResultsPerSearch": 50
}

With full profile data:

{
  "searchTerms": ["dentiste"],
  "locations": ["Nice"],
  "visitProfile": true,
  "includeReviews": true,
  "includeOpeningHours": true
}

Direct URLs:

{
  "businessUrls": [
    "https://www.pagesjaunes.fr/pros/12345678"
  ]
}

Input Configuration

Parameter	Type	Default	Description
searchTerms	string[]	["boulangerie"]	Business type or keyword in French
locations	string[]	["Paris"]	City, arrondissement, or department
maxResultsPerSearch	integer	20	Results per search (max 500)
paginate	boolean	false	Paginate through all results pages
sortBy	string	"relevance"	relevance, distance, rating
withWebsite	boolean	false	Filter: only businesses with websites
withReviews	boolean	false	Filter: only businesses with reviews
minRating	number	null	Minimum rating (1-5)
includeOpeningHours	boolean	true	Extract opening hours
includeReviews	boolean	false	Extract reviews (requires profile visit)
visitProfile	boolean	false	Visit each business profile for full data

Output Format

{
  "businessId": "12345678",
  "name": "Boulangerie Martin",
  "url": "https://www.pagesjaunes.fr/pros/12345678",
  "address": {
    "street": "12 Rue de Rivoli",
    "city": "Paris",
    "postalCode": "75001",
    "coordinates": { "lat": 48.8566, "lng": 2.3522 }
  },
  "phone": "+33123456789",
  "website": "https://boulangeriemartin.fr",
  "categories": ["Boulangerie-pâtisserie"],
  "categoriesNormalized": ["Bakery"],
  "siren": "123456789",
  "rating": { "value": 4.5, "count": 127 },
  "openingHours": {
    "isOpenNow": true,
    "schedule": [
      { "day": "lundi", "dayEnglish": "Monday", "slots": [{"open": "07:00", "close": "20:00"}], "isClosed": false }
    ]
  },
  "isPremiumListing": false,
  "scrapedAt": "2026-03-11T12:00:00.000Z"
}

Use Cases

• B2B lead generation in France — Build prospect lists for French SMEs
• Local competitor analysis — Map competitors in any French city
• Market research — Density analysis of business types across France
• Vendor sourcing — Find suppliers by region and category
• Restaurant / hospitality research — Menu, hours, ratings for any area

Pricing

Pay-Per-Event: $0.0026 per listing scraped ($2.60 per 1,000 listings)

Pricing includes all platform compute costs — no hidden fees.

Scenario	Listings	Cost
One city, one category (20 results)	20	$0.05
5 cities, 5 categories	500	$1.00
National search (50 × 100 searches)	5,000	$10.00
Lead database build (50K listings)	50,000	$100.00

Related Actors

• Yellow Pages Scraper — US Yellow Pages equivalent
• Google Maps Scraper — Global local business data

FAQ

What is Pages Jaunes?

Pages Jaunes (pagesjaunes.fr) is France's national business directory — the French equivalent of Yellow Pages. It lists 28+ million businesses across all sectors and regions of France.

Does it work for all regions of France?

Yes — all French departments, DOM-TOM overseas territories, cities, and arrondissements (Paris 1er-20ème).

What is a SIREN number and why is it useful?

SIREN is the French business registration number (9 digits, issued by INSEE). It uniquely identifies every business entity in France and is required for official communications, credit checks, and B2B verification.

What's the best way to search for businesses in Paris arrondissements?

Use the postal code format: "Paris 75001" for the 1st arrondissement, "Paris 75015" for the 15th, etc.

Can I extract phone numbers for cold calling campaigns?

Yes — phone numbers are extracted in both French format and normalized +33 international format. Check RGPD compliance requirements before cold outreach.

Is scraping Pages Jaunes legal?

Pages Jaunes is a public business directory. Business contact information is intentionally public. Under French RGPD (Article 6), legitimate business interests support B2B prospecting use cases. Users are responsible for compliance with applicable data protection regulations.