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= | 2026-10-02T09:48:45Z | https://www.pagesjaunes.fr/pros/51344744 | 51344744 | Les Animaux De Paris - Animaleries (adresse, horaires, avis) | Animaleries | 91 rue Pompe 75116 Paris | +33145535377 | 5 | 4 | Les Animaux De Paris Animaleries : adresse, photos, retrouvez les coordonnées et informations sur le professionnel | http://lesanimauxdeparis.fr | https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris%20%2875000%29&quoiQuiInterprete=python&contexte=jMs1eGKhqxhFQdkxpXPrpC2QneVTxdXOdQjqKYjdcpbr6jy2LlWVlywHedwQdko3&idOu=L07505600&page=2 |
| https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu= | 2026-10-02T09:49:28Z | https://www.pagesjaunes.fr/pros/58717972 | 58717972 | Moustaches à Paris - Animaleries (adresse, horaires, avis, ouvert le dimanche) | Animaleries | 42 avenue Wagram 75008 Paris | +33145716663 | 3 | 2 | Moustaches à Paris (75) Animaleries : adresse, photos, retrouvez les coordonnées et informations sur le professionnel | https://facebook.com/moustaches.store | https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris%20%2875000%29&quoiQuiInterprete=python&contexte=jMs1eGKhqxhFQdkxpXPrpC2QneVTxdXOdQjqKYjdcpbr6jy2LlWVlywHedwQdko3&idOu=L07505600&page=2 |
| https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu= | 2026-10-02T09:50:15Z | https://www.pagesjaunes.fr/pros/61791864 | 61791864 | City Pet Shop à Paris - Animaleries (adresse, horaires, avis, ouvert le dimanche) | Animaleries | 23 rue Sedaine 75011 Paris | +33182281224 | 5 | 1 | City Pet Shop à Paris (75) Animaleries : adresse, photos, retrouvez les coordonnées et informations sur le professionnel | https://www.citypetshop.fr/ | https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris%20%2875000%29&quoiQuiInterprete=python&contexte=jMs1eGKhqxhFQdkxpXPrpC2QneVTxdXOdQjqKYjdcpbr6jy2LlWVlywHedwQdko3&idOu=L07505600&page=2 |
| https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu= | 2026-10-02T09:50:47Z | https://www.pagesjaunes.fr/pros/57532151 | 57532151 | Jardins Aquatiques à Paris - Animaleries (adresse, horaires, avis) | Animaleries | 32 rue Dupleix 75015 Paris | +33147834252 | 5 | 2 | Jardins Aquatiques à Paris (75) Animaleries : adresse, photos, retrouvez les coordonnées et informations sur le professionnel | https://www.facebook.com/LaGraineterieDuPetitZoo | https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris%20%2875000%29&quoiQuiInterprete=python&contexte=jMs1eGKhqxhFQdkxpXPrpC2QneVTxdXOdQjqKYjdcpbr6jy2LlWVlywHedwQdko3&idOu=L07505600&page=2 |
| https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu= | 2026-10-02T09:51:46Z | https://www.pagesjaunes.fr/pros/00286820 | 00286820 | Dog Club à Paris - Animaleries (adresse, horaires, avis) | Animaleries, Élevages de chiens | 56 rue Tombe Issoire 75014 Paris | +33143276856 | 5 | 1 | Dog Club à Paris (75) Élevages de chiens Animaleries : adresse, photos, retrouvez les coordonnées et informations sur le professionnel | https://www.facebook.com/pages/DOG-CLUB/200058198146 | https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris%20%2875000%29&quoiQuiInterprete=python&contexte=jMs1eGKhqxhFQdkxpXPrpC2QneVTxdXOdQjqKYjdcpbr6jy2LlWVlywHedwQdko3&idOu=L07505600&page=2 |
{
"web_scraper_start_url": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu=",
"time_scraped": "2026-10-02T09:48:45Z",
"business_url": "https://www.pagesjaunes.fr/pros/51344744",
"business_id": 51344744,
"business_name": "Les Animaux De Paris - Animaleries (adresse, horaires, avis)",
"category": [
"Animaleries"
],
"address": "91 rue Pompe 75116 Paris",
"phone_number": 33145535377,
"rating": 5,
"review_count": 4,
"description": "Les Animaux De Paris Animaleries : adresse, photos, retrouvez les coordonn\u00e9es et informations sur le professionnel",
"website_url": "http://lesanimauxdeparis.fr",
"next_page": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris%20%2875000%29&quoiQuiInterprete=python&contexte=jMs1eGKhqxhFQdkxpXPrpC2QneVTxdXOdQjqKYjdcpbr6jy2LlWVlywHedwQdko3&idOu=L07505600&page=2"
}
{
"web_scraper_start_url": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu=",
"time_scraped": "2026-10-02T09:49:28Z",
"business_url": "https://www.pagesjaunes.fr/pros/58717972",
"business_id": 58717972,
"business_name": "Moustaches \u00e0 Paris - Animaleries (adresse, horaires, avis, ouvert le dimanche)",
"category": [
"Animaleries"
],
"address": "42 avenue Wagram 75008 Paris",
"phone_number": 33145716663,
"rating": 3,
"review_count": 2,
"description": "Moustaches \u00e0 Paris (75) Animaleries : adresse, photos, retrouvez les coordonn\u00e9es et informations sur le professionnel",
"website_url": "https://facebook.com/moustaches.store",
"next_page": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris%20%2875000%29&quoiQuiInterprete=python&contexte=jMs1eGKhqxhFQdkxpXPrpC2QneVTxdXOdQjqKYjdcpbr6jy2LlWVlywHedwQdko3&idOu=L07505600&page=2"
}
{
"web_scraper_start_url": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu=",
"time_scraped": "2026-10-02T09:50:15Z",
"business_url": "https://www.pagesjaunes.fr/pros/61791864",
"business_id": 61791864,
"business_name": "City Pet Shop \u00e0 Paris - Animaleries (adresse, horaires, avis, ouvert le dimanche)",
"category": [
"Animaleries"
],
"address": "23 rue Sedaine 75011 Paris",
"phone_number": 33182281224,
"rating": 5,
"review_count": 1,
"description": "City Pet Shop \u00e0 Paris (75) Animaleries : adresse, photos, retrouvez les coordonn\u00e9es et informations sur le professionnel",
"website_url": "https://www.citypetshop.fr/",
"next_page": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris%20%2875000%29&quoiQuiInterprete=python&contexte=jMs1eGKhqxhFQdkxpXPrpC2QneVTxdXOdQjqKYjdcpbr6jy2LlWVlywHedwQdko3&idOu=L07505600&page=2"
}
{
"web_scraper_start_url": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu=",
"time_scraped": "2026-10-02T09:50:47Z",
"business_url": "https://www.pagesjaunes.fr/pros/57532151",
"business_id": 57532151,
"business_name": "Jardins Aquatiques \u00e0 Paris - Animaleries (adresse, horaires, avis)",
"category": [
"Animaleries"
],
"address": "32 rue Dupleix 75015 Paris",
"phone_number": 33147834252,
"rating": 5,
"review_count": 2,
"description": "Jardins Aquatiques \u00e0 Paris (75) Animaleries : adresse, photos, retrouvez les coordonn\u00e9es et informations sur le professionnel",
"website_url": "https://www.facebook.com/LaGraineterieDuPetitZoo",
"next_page": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris%20%2875000%29&quoiQuiInterprete=python&contexte=jMs1eGKhqxhFQdkxpXPrpC2QneVTxdXOdQjqKYjdcpbr6jy2LlWVlywHedwQdko3&idOu=L07505600&page=2"
}
{
"web_scraper_start_url": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris+%2875000%29&univers=pagesjaunes&idOu=",
"time_scraped": "2026-10-02T09:51:46Z",
"business_url": "https://www.pagesjaunes.fr/pros/00286820",
"business_id": 286820,
"business_name": "Dog Club \u00e0 Paris - Animaleries (adresse, horaires, avis)",
"category": [
"Animaleries,\u00a0 \u00c9levages de chiens"
],
"address": "56 rue Tombe Issoire 75014 Paris",
"phone_number": 33143276856,
"rating": 5,
"review_count": 1,
"description": "Dog Club \u00e0 Paris (75) \u00c9levages de chiens Animaleries : adresse, photos, retrouvez les coordonn\u00e9es et informations sur le professionnel",
"website_url": "https://www.facebook.com/pages/DOG-CLUB/200058198146",
"next_page": "https://www.pagesjaunes.fr/annuaire/chercherlespros?quoiqui=python&ou=Paris%20%2875000%29&quoiQuiInterprete=python&contexte=jMs1eGKhqxhFQdkxpXPrpC2QneVTxdXOdQjqKYjdcpbr6jy2LlWVlywHedwQdko3&idOu=L07505600&page=2"
}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.
See all plan features