# PagesJaunes.fr Leads with Emails & Phones (`crawlerbros/pagesjaunes-leads-scraper`) Actor Scrape business listings from PagesJaunes.fr (French Yellow Pages) with full contact details: emails, phone numbers, addresses, geolocation, ratings, opening hours, and business metadata. - **URL**: https://apify.com/crawlerbros/pagesjaunes-leads-scraper.md - **Developed by:** [Crawler Bros](https://apify.com/crawlerbros) (community) - **Categories:** Lead generation, Developer tools, Other - **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, 11 bookmarks - **User rating**: 5.00 out of 5 stars ## Pricing from $5.00 / 1,000 results This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## PagesJaunes.fr Leads Scraper with Emails & Phones Extract business leads from PagesJaunes.fr (French Yellow Pages) including emails, phone numbers, full addresses, geolocation, ratings, opening hours, and business metadata. ### What does PagesJaunes.fr Leads Scraper do? This actor scrapes business listings from PagesJaunes.fr, the largest French business directory. It extracts complete contact information for lead generation, market research, and business intelligence. Search by business type and location, or provide direct PagesJaunes URLs. Each listing includes full contact details extracted from the business detail page. ### Input | Parameter | Type | Description | |-----------|------|-------------| | `search` | String | What or who to search for (e.g., "plombier", "restaurant") | | `location` | String | City or area (e.g., "Paris", "Lyon", "Marseille") | | `startUrls` | Array | Direct PagesJaunes search URLs (alternative to search/location) | | `maxItems` | Number | Maximum number of results (default: 100) | Provide either `search` + `location` or `startUrls` (or both). ### Output Each result contains the following fields: | Field | Description | |-------|-------------| | `name` | Business name | | `phone` | Phone number | | `email` | Email address | | `website` | Business website URL | | `address` | Full street address | | `city` | City | | `zipCode` | Postal code | | `category` | Business type/activity | | `description` | Business description | | `rating` | Average rating (out of 5) | | `reviewCount` | Number of reviews | | `openingHours` | Business hours | | `latitude` | GPS latitude | | `longitude` | GPS longitude | | `siret` | French business registration (SIRET) | | `photos` | Business photo URLs | | `socialMedia` | Social media profile links | | `pagesJaunesUrl` | Direct PagesJaunes listing URL | | `scrapedAt` | When the data was scraped | Only fields with actual data are included — no empty or null values. ### Example Output ```json { "name": "Plomberie Martin", "phone": "01 23 45 67 89", "email": "contact@plomberie-martin.fr", "website": "https://www.plomberie-martin.fr", "address": "12 Rue de la Paix", "city": "Paris", "zipCode": "75002", "category": "Plombier", "description": "Plomberie générale, dépannage et installation", "rating": 4.5, "reviewCount": 42, "openingHours": "Lun-Ven: 8h-18h; Sam: 9h-12h", "latitude": 48.8698, "longitude": 2.3311, "siret": "12345678901234", "photos": ["https://example.com/photo1.jpg"], "socialMedia": {"facebook": "https://facebook.com/plomberie-martin"}, "pagesJaunesUrl": "https://www.pagesjaunes.fr/pros/12345678", "scrapedAt": "2026-04-08T10:30:00.000Z" } ```` ### Use Cases - **Lead Generation**: Find business contacts in any French city by industry - **Market Research**: Analyze business density, ratings, and reviews by area - **Competitor Analysis**: Map competitors in specific locations - **Business Directory**: Build local business databases with verified contact info - **Sales Prospecting**: Generate prospect lists with phone numbers and emails ### FAQ **How many results can I scrape?** You can scrape up to thousands of listings per run. Use the `maxItems` parameter to control the volume. **What locations are supported?** Any location in France — cities, departments, postal codes, and neighborhoods. **How fresh is the data?** Data is scraped in real-time from PagesJaunes.fr. Each result includes a `scrapedAt` timestamp. **Are all fields always available?** Not all businesses have every field (e.g., email, website, SIRET). Only fields with actual data are included in the output. **Can I search for specific business types?** Yes, use the `search` field with any business type, service, or company name in French (e.g., "avocat", "dentiste", "restaurant italien"). # Actor input Schema ## `search` (type: `string`): What or who to search for (e.g., 'plombier', 'restaurant italien', 'avocat') ## `location` (type: `string`): City, department, or address to search in (e.g., 'Paris', 'Lyon 69001', 'Marseille') ## `startUrls` (type: `array`): Pre-built PagesJaunes search result URLs. Use this OR the search/location fields above. ## `maxItems` (type: `integer`): Maximum number of business listings to scrape ## Actor input object example ```json { "search": "plombier", "location": "Paris", "maxItems": 3 } ``` # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "search": "plombier", "location": "Paris", "maxItems": 3 }; // Run the Actor and wait for it to finish const run = await client.actor("crawlerbros/pagesjaunes-leads-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "search": "plombier", "location": "Paris", "maxItems": 3, } # Run the Actor and wait for it to finish run = client.actor("crawlerbros/pagesjaunes-leads-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "search": "plombier", "location": "Paris", "maxItems": 3 }' | apify call crawlerbros/pagesjaunes-leads-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=crawlerbros/pagesjaunes-leads-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "PagesJaunes.fr Leads with Emails & Phones", "description": "Scrape business listings from PagesJaunes.fr (French Yellow Pages) with full contact details: emails, phone numbers, addresses, geolocation, ratings, opening hours, and business metadata.", "version": "0.1", "x-build-id": "ZWaVDKTfinE5qT0JC" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/crawlerbros~pagesjaunes-leads-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-crawlerbros-pagesjaunes-leads-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/crawlerbros~pagesjaunes-leads-scraper/runs": { "post": { "operationId": "runs-sync-crawlerbros-pagesjaunes-leads-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/crawlerbros~pagesjaunes-leads-scraper/run-sync": { "post": { "operationId": "run-sync-crawlerbros-pagesjaunes-leads-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "search": { "title": "Search Query", "type": "string", "description": "What or who to search for (e.g., 'plombier', 'restaurant italien', 'avocat')" }, "location": { "title": "Location", "type": "string", "description": "City, department, or address to search in (e.g., 'Paris', 'Lyon 69001', 'Marseille')" }, "startUrls": { "title": "Start URLs", "type": "array", "description": "Pre-built PagesJaunes search result URLs. Use this OR the search/location fields above.", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "maxItems": { "title": "Max Results", "minimum": 1, "type": "integer", "description": "Maximum number of business listings to scrape", "default": 100 } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```