# PagesJaunes France Leads Scraper — Phone, Email, SIRET (`scrapersdelight/pagesjaunes-france-scraper`) Actor Scrape French business leads from PagesJaunes (pagesjaunes.fr) by activity + city/postal code: company name, phone, email, full postal address, website, SIRET/SIREN and NAF code. Warmed got-scraping clears the bot wall — no login. Export JSON/CSV/Excel. - **URL**: https://apify.com/scrapersdelight/pagesjaunes-france-scraper.md - **Developed by:** [Scrapers Delight](https://apify.com/scrapersdelight) (community) - **Categories:** Automation, Lead generation, Agents - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing $3.00 / 1,000 lead scrapeds This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. 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 France Leads Scraper — Phone, Email, Address, SIRET **Turn [pagesjaunes.fr](https://www.pagesjaunes.fr) — the French Yellow Pages — into a clean B2B lead list.** Search any activity in any French city or postal code and get one row per business with the contact data agencies, call-centers and SaaS teams actually prospect on: **name, phone, email, full postal address, website, and the legal identifiers SIRET / SIREN / NAF (APE) code.** At **$3 per 1,000 leads** it is the **cheapest** way to pull PagesJaunes leads on Apify. No login, no setup — paste an activity + a city and run. --- ### 💡 What does this Actor do? PagesJaunes is France's largest public business directory. This Actor searches it like a real Chrome browser, walks the result pages, opens each business's detail page (fiche), and returns a structured lead record. It handles PagesJaunes' Cloudflare bot-wall automatically — **no proxy required by default.** You give it two things: - **What** — an activity, category, or business name (the site's *quoi* box): `restaurant`, `plombier`, `agence immobilière`, `boulangerie`… - **Where** — a city, postal code, department or region (the site's *où* box): `Lyon`, `75015`, `Bordeaux`, `Rhône`… ### 📤 What you get — one row per business | Field | Description | |---|---| | `name` | Business / trade name (nom de l'établissement) | | `phone` | Phone in E.164 format, e.g. `+33482839065` | | `phone_display` | Phone as shown on PagesJaunes, e.g. `04 82 83 90 65` | | `phones` | Every displayed number for the business | | `email` | Public contact email, when the business exposes one | | `address` | Full postal address | | `street` | Street line (rue) | | `postal_code` | 5-digit postcode (code postal) | | `city` | City / commune (ville) | | `category` | Activity as listed on PagesJaunes | | `website` | Business website (decoded from the listing) | | `siret` | 14-digit SIRET establishment number | | `siren` | 9-digit SIREN company number | | `naf_code` | NAF / APE activity code, e.g. `5610A` | | `legal_form` | Legal form, e.g. *SAS, société par actions simplifiée* | | `created_on` | Company creation date, when shown | | `establishment_type` | e.g. *Siège* (head office) / *Établissement* | | `rating` / `review_count` | Partner (Google) rating and review count, when shown | | `description` | Business description snippet | | `latitude` / `longitude` | Geo coordinates, when present | | `detail_url` | The PagesJaunes fiche URL | | `scraped_at` | ISO timestamp of the scrape | Rows without at least a **name + phone or address** are dropped, so you never pay for empty leads. ### ⚙️ Example input ```json { "what": "plombier", "where": "75015", "maxItems": 100, "maxPages": 5, "includeCompanyDetails": true } ```` ### 📈 Example output (one item) ```json { "merchant_id": "64850585", "name": "Restaurant Clem & Louis", "phone": "+33482839065", "phone_display": "04 82 83 90 65", "email": null, "address": "4 rue St Jérôme 69007 Lyon", "street": "4 rue St Jérôme", "postal_code": "69007", "city": "Lyon", "category": "restaurants", "website": "https://www.clem-louis.com", "siret": "94121056900013", "siren": "941210569", "naf_code": "5610A", "legal_form": "SAS, société par actions simplifiée", "latitude": 45.750248, "longitude": 4.84442, "detail_url": "https://www.pagesjaunes.fr/pros/64850585", "scraped_at": "2026-07-09T10:00:00.000Z" } ``` ### 💰 Pricing — pay per result **$3.00 per 1,000 leads** (`$0.003` per lead). You are charged only for leads actually returned — nothing for empty pages or blocked rows. Cheaper than the other PagesJaunes scrapers on the store. ### 🌐 Proxy — leave it off PagesJaunes' bot-wall is a **TLS-fingerprint** challenge, not an IP block. This Actor impersonates a real Chrome (TLS + client-hints) and warms the challenge cookie on the homepage, so it passes with **no proxy** — the fastest, cheapest mode. If a run's IP is ever flagged (403s or empty pages), switch the **Proxy** input to **Apify Proxy → RESIDENTIAL, country FR** and re-run. ### ❓ FAQ **Do I need a PagesJaunes account or API key?** No. It reads the public directory. **Where does the phone number come from?** PagesJaunes reveals numbers through an AJAX call when you click "Afficher le N°". The Actor performs that reveal for each lead, so the phone is filled in automatically. **Why is `email` sometimes empty?** Most PagesJaunes listings expose a phone and website but route email through a contact form. When a public email is present, it's captured; otherwise the field is `null`. **Can I get SIRET / SIREN / NAF for every business?** They come from the business's detail page and are present whenever PagesJaunes shows the "Sur l'établissement" (B2B) block. Keep **Fetch company details** on to collect them. **How many results per city?** PagesJaunes paginates ~20 businesses per page. Raise **Max result pages** to go deeper, or set **Max leads** to `0` for everything in scope. **How do I search a whole postal code or department?** Put the code (`75015`) or department (`Rhône`) in **Where**. **Is it fast?** Yes — it runs with no browser (pure HTTP) and enriches leads concurrently. **What formats can I export?** JSON, CSV, Excel, HTML or an API feed — like any Apify dataset. **Does it deduplicate?** Yes, by the PagesJaunes business id within a run. **Can I schedule it?** Yes — schedule the Actor and get fresh leads on a cadence. ### ⚖️ Legal & fair use This Actor collects data from a **public** business directory. **You are responsible for how you use it** and for complying with PagesJaunes' Terms of Service. **GDPR note:** French business listings can contain personal data (e.g. a sole trader's name, a direct phone or email). Under the **GDPR** you need a lawful basis to process personal data, must respect data-subject rights, and — for B2B prospecting — France's rules (CNIL guidance on professional emailing / opt-out). Use the output for legitimate B2B outreach, honor opt-outs and deletion requests, and do not use it for spam. This is guidance, not legal advice — consult your own counsel for your use case. # Actor input Schema ## `what` (type: `string`): What to search on PagesJaunes — an activity, category, or business name (the site's 'quoi' box). Examples: "restaurant", "plombier", "agence immobilière", "boulangerie". ## `where` (type: `string`): Where to search (the site's 'où' box) — a city, postal code, department, or region. Examples: "Lyon", "75015", "Bordeaux", "Rhône". ## `maxItems` (type: `integer`): Stop after this many leads (cost/speed guard). Set 0 for every result across all pages up to the safety cap. ## `maxPages` (type: `integer`): How many search-result pages to walk (about 20 businesses per page). Raise it to go deeper into a city/activity. ## `includeCompanyDetails` (type: `boolean`): Open each business's detail page (fiche) to add website, email (when public), SIRET, SIREN, NAF/APE code, legal form and geo. Turn off for a faster name+phone+address-only run. ## `proxyConfiguration` (type: `object`): Use Apify Residential, country FR (the default) — PagesJaunes' Cloudflare wall 403s Apify datacenter IPs, so a French residential IP is required to get results. Verified: residential-FR returns full leads; other proxy modes return empty from Apify. ## `requestConcurrency` (type: `integer`): Max parallel requests while enriching leads. Higher = faster; keep modest to stay under the site's rate limits. ## Actor input object example ```json { "what": "restaurant", "where": "Lyon", "maxItems": 20, "maxPages": 1, "includeCompanyDetails": true, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "FR" }, "requestConcurrency": 5 } ``` # Actor output Schema ## `records` (type: `string`): The dataset of scraped PagesJaunes business leads (one item per business). # 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 = { "what": "restaurant", "where": "Lyon", "maxItems": 20, "maxPages": 1, "includeCompanyDetails": true, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "FR" } }; // Run the Actor and wait for it to finish const run = await client.actor("scrapersdelight/pagesjaunes-france-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 = { "what": "restaurant", "where": "Lyon", "maxItems": 20, "maxPages": 1, "includeCompanyDetails": True, "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "FR", }, } # Run the Actor and wait for it to finish run = client.actor("scrapersdelight/pagesjaunes-france-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 '{ "what": "restaurant", "where": "Lyon", "maxItems": 20, "maxPages": 1, "includeCompanyDetails": true, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "FR" } }' | apify call scrapersdelight/pagesjaunes-france-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=scrapersdelight/pagesjaunes-france-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "PagesJaunes France Leads Scraper — Phone, Email, SIRET", "description": "Scrape French business leads from PagesJaunes (pagesjaunes.fr) by activity + city/postal code: company name, phone, email, full postal address, website, SIRET/SIREN and NAF code. Warmed got-scraping clears the bot wall — no login. Export JSON/CSV/Excel.", "version": "0.1", "x-build-id": "6t0SNhXsJCCXHph0X" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/scrapersdelight~pagesjaunes-france-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-scrapersdelight-pagesjaunes-france-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/scrapersdelight~pagesjaunes-france-scraper/runs": { "post": { "operationId": "runs-sync-scrapersdelight-pagesjaunes-france-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/scrapersdelight~pagesjaunes-france-scraper/run-sync": { "post": { "operationId": "run-sync-scrapersdelight-pagesjaunes-france-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "what": { "title": "Activity / business name (quoi)", "type": "string", "description": "What to search on PagesJaunes — an activity, category, or business name (the site's 'quoi' box). Examples: \"restaurant\", \"plombier\", \"agence immobilière\", \"boulangerie\"." }, "where": { "title": "City / postal code (où)", "type": "string", "description": "Where to search (the site's 'où' box) — a city, postal code, department, or region. Examples: \"Lyon\", \"75015\", \"Bordeaux\", \"Rhône\"." }, "maxItems": { "title": "Max leads", "minimum": 0, "type": "integer", "description": "Stop after this many leads (cost/speed guard). Set 0 for every result across all pages up to the safety cap.", "default": 100 }, "maxPages": { "title": "Max result pages", "minimum": 1, "type": "integer", "description": "How many search-result pages to walk (about 20 businesses per page). Raise it to go deeper into a city/activity.", "default": 3 }, "includeCompanyDetails": { "title": "Fetch company details (email, website, SIRET/SIREN/NAF)", "type": "boolean", "description": "Open each business's detail page (fiche) to add website, email (when public), SIRET, SIREN, NAF/APE code, legal form and geo. Turn off for a faster name+phone+address-only run.", "default": true }, "proxyConfiguration": { "title": "Proxy", "type": "object", "description": "Use Apify Residential, country FR (the default) — PagesJaunes' Cloudflare wall 403s Apify datacenter IPs, so a French residential IP is required to get results. Verified: residential-FR returns full leads; other proxy modes return empty from Apify.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "FR" } }, "requestConcurrency": { "title": "Request concurrency", "minimum": 1, "maximum": 10, "type": "integer", "description": "Max parallel requests while enriching leads. Higher = faster; keep modest to stay under the site's rate limits.", "default": 5 } } }, "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 } } } } } } } } } } ```