Pagesjaunes - businesses listings scraper
Overview
The Pagesjaunes business listings scraper is a prebuilt sitemap designed to extract structured business listing data from pagesjaunes.fr category and search result pages. It starts from category or search URLs, automatically navigates pagination, discovers business listings, and extracts detailed business information from each listing page. This scraper extracts business and service listings data from pagesjaunes.fr search results or category pages.
This scraper extracts business data, including business URL, business ID, business name, category, address, phone number, rating, review count, description, website URL, and pagination reference. The extracted data can be exported in structured formats such as CSV, Excel, or JSON, allowing it to be analysed, stored, or integrated into existing systems and workflows.
Pagesjaunes business listings scraping is commonly used for lead database development and enrichment, B2B lead generation, and customer sentiment analytics. This allows businesses to collect structured company contact data, identify potential leads, analyse business reputation, and maintain accurate business datasets.
This sitemap is preconfigured and ready to use with Web Scraper Cloud. You only need to provide Pagesjaunes category or search result URLs, and the scraper will automatically navigate listing pages and extract the defined business attributes.
Scrape pagesjaunes.fr business listing data. As start URLs provide:
- category links
- search links
Limits
pagesjaunes.fr limits pagination to a maximum of 500 pages. To avoid exceeding this limitation, we recommend refining search queries with additional parameters to narrow the results.
Sitemap use cases
- Lead Database Development and Enrichment
- B2B Lead Generation
- Customer Sentiment Analytics
Input
Pagesjaunes.fr product search result pages, for example:
-
https://www.pagesjaunes.fr/annuaire/lyon-69/electricien -
https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python -
https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=Beaut%C3%A9&ou=Marseille+%2813000%29&univers=pagesjaunes&idOu= -
https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=dentiste&ou=Brest+%2829200%29&univers=pagesjaunes&idOu=
Output (12 data points)
Sample data
| web_scraper_start_url | time_scraped | business_url | business_id | business_name | category | address | phone_number | rating | review_count | description | website_url | next_page |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu= | 2026-08-25T13:47:32Z | https://www.pagesjaunes.fr/pros/62442592 | 62442592 | Animalis Paris 16 - Les Belles Feuilles - Animaleries (adresse, horaires, avis, ouvert le dimanche) | Animaleries, Jardineries, végétaux, articles de jardin - | 16 rue Belles Feuilles 75116 Paris | +33187762483 | 4.7 | 129 | Animalis Paris 16 - Les Belles Feuilles Animaleries Jardineries, végétaux, articles de jardin Restaurants : adresse, photos, retrouvez les coordonnées et informations sur le professionnel | https://magasin.animalis.com/71-animalis-paris-16-les-belles-feuilles | |
| https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu= | 2026-08-25T13:47:41Z | https://www.pagesjaunes.fr/pros/62805811 | 62805811 | Animalis Paris 18 - Jules Joffrin - Animaleries (adresse, horaires, avis, ouvert le dimanche) | Animaleries | 87 rue Damrémont 75018 Paris | +33187762620 | 4.6 | 285 | Animalis Paris 18 - Jules Joffrin Animaleries : adresse, photos, retrouvez les coordonnées et informations sur le professionnel | https://magasin.animalis.com/90-animalis-paris-18-jules-joffrin | |
| https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu= | 2026-08-25T13:47:50Z | https://www.pagesjaunes.fr/pros/62671720 | 62671720 | Animalis Paris 2 - 19 rue Quatre Septembre 75002 Paris - Animaleries (horaires, avis, ouvert le dimanche) | Animaleries | 19 rue Quatre Septembre 75002 Paris | +33187762460 | 4.6 | 131 | Animalis Paris 2 Animaleries : adresse, photos, retrouvez les coordonnées et informations sur le professionnel | https://magasin.animalis.com/67-animalis-paris-2-quatre-septembre | |
| https://www.pagesjaunes.fr/annuaire/paris-75/prothesistes-dentaires | 2026-08-25T13:47:59Z | https://www.pagesjaunes.fr/pros/51753059 | 51753059 | Unité De Développement Dentaire BSP à Paris - Prothésistes dentaires (adresse, horaires, ouvert le dimanche) | Prothésistes dentaires | 9 rue Baudelique 75018 Paris | +33682181526 | Unité De Développement Dentaire BSP à Paris (75) Prothésistes dentaires : adresse, photos, retrouvez les coordonnées et informations sur le professionnel | https://www.facebook.com/pages/Unit%C3%A9-de-D%C3%A9veloppement-Dentaire-BSP/297704414000988 | |||
| https://www.pagesjaunes.fr/annuaire/paris-75/prothesistes-dentaires | 2026-08-25T13:48:22Z | https://www.pagesjaunes.fr/pros/07564178 | 07564178 | LABORATOIRE CONNEXION à Paris - Prothésistes dentaires (adresse, horaires) | Prothésistes dentaires | 162 rue Legendre 75017 Paris | +33153310353 | LABORATOIRE CONNEXION à Paris (75) Prothésistes dentaires : adresse, photos, retrouvez les coordonnées et informations sur le professionnel | http://laboratoireconnexion.fr |
{
"web_scraper_start_url": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu=",
"time_scraped": "2026-08-25T13:47:32Z",
"business_url": "https://www.pagesjaunes.fr/pros/62442592",
"business_id": 62442592,
"business_name": "Animalis Paris 16 - Les Belles Feuilles - Animaleries (adresse, horaires, avis, ouvert le dimanche)",
"category": [
"Animaleries,\u00a0Jardineries, v\u00e9g\u00e9taux, articles de jardin \u00a0-\u00a0\u00a0"
],
"address": "16 rue Belles Feuilles 75116 Paris",
"phone_number": 33187762483,
"rating": 4.7,
"review_count": 129,
"description": "Animalis Paris 16 - Les Belles Feuilles Animaleries Jardineries, v\u00e9g\u00e9taux, articles de jardin Restaurants : adresse, photos, retrouvez les coordonn\u00e9es et informations sur le professionnel",
"website_url": "https://magasin.animalis.com/71-animalis-paris-16-les-belles-feuilles",
"next_page": ""
}
{
"web_scraper_start_url": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu=",
"time_scraped": "2026-08-25T13:47:41Z",
"business_url": "https://www.pagesjaunes.fr/pros/62805811",
"business_id": 62805811,
"business_name": "Animalis Paris 18 - Jules Joffrin - Animaleries (adresse, horaires, avis, ouvert le dimanche)",
"category": [
"Animaleries"
],
"address": "87 rue Damr\u00e9mont 75018 Paris",
"phone_number": 33187762620,
"rating": 4.6,
"review_count": 285,
"description": "Animalis Paris 18 - Jules Joffrin Animaleries : adresse, photos, retrouvez les coordonn\u00e9es et informations sur le professionnel",
"website_url": "https://magasin.animalis.com/90-animalis-paris-18-jules-joffrin",
"next_page": ""
}
{
"web_scraper_start_url": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu=",
"time_scraped": "2026-08-25T13:47:50Z",
"business_url": "https://www.pagesjaunes.fr/pros/62671720",
"business_id": 62671720,
"business_name": "Animalis Paris 2 - 19 rue Quatre Septembre 75002 Paris - Animaleries (horaires, avis, ouvert le dimanche)",
"category": [
"Animaleries"
],
"address": "19 rue Quatre Septembre 75002 Paris",
"phone_number": 33187762460,
"rating": 4.6,
"review_count": 131,
"description": "Animalis Paris 2 Animaleries : adresse, photos, retrouvez les coordonn\u00e9es et informations sur le professionnel",
"website_url": "https://magasin.animalis.com/67-animalis-paris-2-quatre-septembre",
"next_page": ""
}
{
"web_scraper_start_url": "https://www.pagesjaunes.fr/annuaire/paris-75/prothesistes-dentaires",
"time_scraped": "2026-08-25T13:47:59Z",
"business_url": "https://www.pagesjaunes.fr/pros/51753059",
"business_id": 51753059,
"business_name": "Unit\u00e9 De D\u00e9veloppement Dentaire BSP \u00e0 Paris - Proth\u00e9sistes dentaires (adresse, horaires, ouvert le dimanche)",
"category": [
"Proth\u00e9sistes dentaires"
],
"address": "9 rue Baudelique 75018 Paris",
"phone_number": 33682181526,
"rating": "",
"review_count": "",
"description": "Unit\u00e9 De D\u00e9veloppement Dentaire BSP \u00e0 Paris (75) Proth\u00e9sistes dentaires : adresse, photos, retrouvez les coordonn\u00e9es et informations sur le professionnel",
"website_url": "https://www.facebook.com/pages/Unit%C3%A9-de-D%C3%A9veloppement-Dentaire-BSP/297704414000988",
"next_page": ""
}
{
"web_scraper_start_url": "https://www.pagesjaunes.fr/annuaire/paris-75/prothesistes-dentaires",
"time_scraped": "2026-08-25T13:48:22Z",
"business_url": "https://www.pagesjaunes.fr/pros/07564178",
"business_id": 7564178,
"business_name": "LABORATOIRE CONNEXION \u00e0 Paris - Proth\u00e9sistes dentaires (adresse, horaires)",
"category": [
"Proth\u00e9sistes dentaires"
],
"address": "162 rue Legendre 75017 Paris",
"phone_number": 33153310353,
"rating": "",
"review_count": "",
"description": "LABORATOIRE CONNEXION \u00e0 Paris (75) Proth\u00e9sistes dentaires : adresse, photos, retrouvez les coordonn\u00e9es et informations sur le professionnel",
"website_url": "http://laboratoireconnexion.fr",
"next_page": ""
}Data Export
Download Pagesjaunes.fr data from Web Scraper Cloud in multiple formats:
Integrate with third-party services and automate data export using:
Google Sheets
Google Drive
Dropbox
Amazon S3
Google Cloud
Azure
Receive data via webhooks
Automate scraping
Setup scraping schedules to run the Pagesjaunes.fr scraper automatically at regular intervals and keep your data up-to-date.
Run scrapers via API.
Method: POST URL: https://api.webscraper.io/api/v1/scraping-job?api_token=YOUR_API_TOKEN
{
"sitemap_id": "123",
"driver": "fulljs", // "fast" or "fulljs"
"page_load_delay": 2000,
"request_interval": 2000,
"proxy": "datacenter-*", // replace "*" with country code, for example, "datacenter-us"
"start_urls": [ // optional, if set, will overwrite sitemap start URLs
"https://www.pagesjaunes.fr/annuaire/lyon-69/electricien",
"https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python",
"https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=Beaut%C3%A9&ou=Marseille+%2813000%29&univers=pagesjaunes&idOu=",
"https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=dentiste&ou=Brest+%2829200%29&univers=pagesjaunes&idOu=",
],
"custom_id": "pagesjaunes-123" // optional, will be included in webhook notification
}const response = await client.createScrapingJob({
sitemap_id: 123,
driver: "fulljs", // "fast" or "fulljs"
page_load_delay: 2000,
request_interval: 2000,
proxy: "datacenter-*", // replace "*" with country code, for example, "datacenter-us"
start_urls: [ // optional, if set, will overwrite sitemap start URLs
"https://www.pagesjaunes.fr/annuaire/lyon-69/electricien",
"https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python",
"https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=Beaut%C3%A9&ou=Marseille+%2813000%29&univers=pagesjaunes&idOu=",
"https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=dentiste&ou=Brest+%2829200%29&univers=pagesjaunes&idOu=",
],
custom_id: "pagesjaunes-123" // optional, will be included in webhook notification
})$response = $client->createScrapingJob([
"sitemap_id" => "123",
"driver" => "fulljs", // "fast" or "fulljs"
"page_load_delay" => 2000,
"request_interval" => 2000,
"proxy" => "datacenter-*", // replace "*" with country code, for example, "datacenter-us"
"start_urls" => [ // optional, if set, will overwrite sitemap start URLs
"https://www.pagesjaunes.fr/annuaire/lyon-69/electricien",
"https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python",
"https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=Beaut%C3%A9&ou=Marseille+%2813000%29&univers=pagesjaunes&idOu=",
"https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=dentiste&ou=Brest+%2829200%29&univers=pagesjaunes&idOu=",
],
"custom_id" => "pagesjaunes-123" // optional, will be included in webhook notification
]);Scraping Pagesjaunes.fr
Pagesjaunes.fr is using Cloudflare bot management service. Cloudflare will block popular open source frameworks like Scrapy, Puppeteer, Playwright, Selenium, etc. Bot management services use methods, such as browser fingerprinting to detect automated access or bots that mask their identity to access the data in an unsupported manner. To successfully scrape data from Pagesjaunes.fr, JavaScript rendering is required.
Is web scraping legal?
Web scraping is generally legal when collecting public data. Although lawful, site owners often dislike automated collection and may deploy bot management tools to block access. Using this data to add value is acceptable, whereas copying a site to clone it violates copyrights. However, scraping data behind a login can be 100% illegal if the site's Terms and Conditions prohibit web scraping or automated access.
Pricing
| Recommended |
EnterpriseCustom |
||
|---|---|---|---|
| Automate in cloud | Automate in cloud | Automate in cloud | Automate in cloud |
| Estimated cost for Pagesjaunes - businesses listings scraper | |||
| $10/1K URLs | $5/1K URLs |
Datacenter
From $0.05/1K URLs
|
Datacenter
From $0.05/1K URLs
|
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data from a specific site (URL). All of the prebuilt sitemaps can be used freely in any of the payment plans,
however the credits spent for a site can vary based on the sitemap you are using.
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