Pricing

Rating

Developer

Actor stats

Categories

Share

PagesJaunes Scraper — Extract French Business Directory Data

Extract business listings, contact details, ratings, and company information from PagesJaunes.fr — France's largest professional directory with 4+ million businesses.

What does PagesJaunes Scraper do?

PagesJaunes Scraper extracts structured business data from pagesjaunes.fr, the French Yellow Pages. Search by activity/profession and location to get complete business listings including contact info, ratings, opening hours, and SIRET numbers.

Two scraping modes

Listing mode (fast) — Extracts data from search result pages:

• Business name, category, full address, phone number
• Rating and review count
• Premium/organic status
• ~1,000 results in 2 minutes

Detail mode (comprehensive) — Visits each business page for extra data:

• Full business description
• Opening hours for each day
• SIRET company registration number
• Website and email (when available)
• ~1,000 results in 30 minutes

Use cases

• Lead generation — Build targeted B2B prospect lists by profession and city
• Market research — Analyze business density, pricing, and competition in any French market
• Competitive analysis — Monitor competitors' ratings, reviews, and service offerings
• Sales prospecting — Enrich your CRM with verified French business contact data
• Local SEO — Audit business presence across different French cities and regions
• Data enrichment — Add SIRET numbers, opening hours, and descriptions to existing databases

Input example

{
"keyword":"plombier",
"location":"Annecy",
"maxItems":50,
"scrapeDetails":true,
"proxyConfiguration":{
"useApifyProxy":true,
"apifyProxyGroups":["RESIDENTIAL"],
"apifyProxyCountry":"FR"
}
}

Input parameters

Output example

[
{
"businessName":"AG Plomberie et Chauffage",
"url":"https://www.pagesjaunes.fr/pros/56171189",
"category":"plombiers",
"address":"21 impasse Oilly 74150 Marcellaz Albanais",
"postalCode":"74150",
"city":"Marcellaz Albanais",
"phone":"06 63 57 70 59",
"rating":4.5,
"reviewCount":37,
"isPremium":true,
"businessDescription":"En 2014, il cree l'entreprise AG Plomberie...",
"openingHours":"Lundi 08h30 - 18h15 | Mardi 08h15 - 18h15 | ...",
"siret":"83434245300018",
"scrapedAt":"2026-03-31T01:58:17.268672+00:00"
},
{
"businessName":"Agir Plomberie",
"url":"https://www.pagesjaunes.fr/pros/08743323",
"category":"plombiers",
"address":"4 rue Burgonde 74000 Annecy",
"postalCode":"74000",
"city":"Annecy",
"phone":"06 15 73 53 62",
"rating":4.8,
"reviewCount":18,
"isPremium":true,
"businessDescription":"Agir Plomberie est une entreprise experimentee...",
"openingHours":"Lundi 08h30 - 18h15 | Mardi 08h15 - 18h15 | ...",
"siret":"49036372800018",
"scrapedAt":"2026-03-31T01:58:04.129994+00:00"
}
]

Output fields

Proxy configuration

PagesJaunes.fr requires French residential proxies for reliable extraction. Configure:

"proxyConfiguration":{
"useApifyProxy":true,
"apifyProxyGroups":["RESIDENTIAL"],
"apifyProxyCountry":"FR"
}

Datacenter proxies will result in 403 errors.

Limitations

• Professional listings only — Does not extract personal data (Pages Blanches)
• Hidden phone numbers — Some businesses mask their number behind a click; these are extracted when available in HTML
• Rate limiting — Delays between requests are enforced to respect the website; large extractions take longer
• Search radius — PagesJaunes may expand search radius when few results match the exact location
• French territory — Only works for businesses listed on pagesjaunes.fr (France, DOM-TOM)

FAQ

Q: Why do I get 403 errors? A: You need French residential proxies. Datacenter proxies are blocked. See proxy configuration above.

Q: Can I scrape all businesses in a city? A: Yes! Set maxItems to 0 to extract all available results. PagesJaunes typically shows up to 1,000-2,000 results per search.

Q: How fresh is the data? A: Data is extracted in real-time from pagesjaunes.fr. Business information is as current as the PagesJaunes database.

Q: Is the SIRET number always available? A: SIRET is available on most business pages in detail mode. Some businesses don't have it listed.

Changelog

• v0.1 — Initial release: listing + detail mode, pagination, proxy support