📒 PagesJaunes Business Leads Scraper & Monitor

Turn any PagesJaunes search into a French B2B lead list: verified phone numbers, with the direct-marketing opt-out flag on every number. Add the website, SIRET, NAF code, staff size, revenue and active or closed status from the official company registry.

🕒 Last updated: 2026-11-03 · 60+ fields per business · every page of a search (20 businesses per page) · all of France, including overseas departments

PagesJaunes Business Leads Scraper searches pagesjaunes.fr the way you do ("Quoi, qui ?" + "Où ?"), opens every phone number and tells you which ones refused direct marketing, so your calling list respects the "Opposé aux opérations de marketing direct" icon. Turn on full details to get each business page plus a free check against the official French registry (INSEE Sirene and RNE).

🎯 Who uses it	💡 What for
Sales teams and SDRs selling to French SMEs	Call lists filtered by mobile phone and marketing opt-out
Web and marketing agencies	Businesses without a website, or not advertising on PagesJaunes
Suppliers, wholesalers, franchise networks	Every bakery, plumber or lawyer in a département or région
Market researchers	Density, ratings and company size by activity and area

📋 What it does

• 🔎 Searches like the site: any activity or business name, in a city, postal code, département or région, sorted by relevance, best rating or most reviews. Every term is searched in every location.
• ☎️ Full phone numbers: every number of the business (landline, mobile, VoIP), in display and international format, with its type.
• 🚫 Direct-marketing opt-out per number: reads the PagesJaunes opt-out icon, and with the registry check also the INSEE opt-out from commercial prospecting. canCallForMarketing sums it up.
• 💼 Advertiser signals: paying PagesJaunes advertisers, premium listings, "Super Pro" badge, owner-edited profiles, and online actions (quote request, appointment, table booking, click and collect, messaging).
• 🌐 Full business details (optional): website and social profiles, Google Maps link, GPS, opening hours, all activities, description, payment methods, clientele, certifications (RGE, Qualibat, Artisan…) and brands.
• 🏛️ Official registry (optional, no extra charge): SIRET, SIREN, NAF code and section, legal form, creation date and age, official headcount, company category (PME, ETI, GE), latest revenue and net income, open establishments, RGE and Qualiopi status, managers of companies, active or closed.
• 🗺️ Geography added: département code and name and région from the postal code.
• 🎯 Lead filters before you pay: phone or mobile only, drop opted-out numbers, advertisers or non-advertisers, minimum rating and reviews. With full details: website or no website, minimum employees, companies created after a date, skip closed companies.
• 👀 Monitor mode: schedule the same search and get only the businesses that appeared since the last run.

⚙️ Input

Field	What it does
searchTerms	Activities or business names in French, for example plombier, restaurant italien, avocat
locations	City, postal code, département or région, for example Paris, 75015, Bouches-du-Rhône, Bretagne
searchUrls	Optional PagesJaunes search pages (https://www.pagesjaunes.fr/annuaire/chercherlespros?...)
sortBy	relevance, rating (best rated first) or reviews (most reviews first)
maxItems	Total businesses to save (default 100)
maxPagesPerSearch	Optional page cap per term and location
includeDetails	Opens each business page: website, socials, hours, GPS, SIRET, NAF and more
includeRegistry	With details: checks the official registry (default on, no extra charge)
phoneFilter	any, with-phone or mobile
excludeMarketingOptOut	Drops numbers opposed to direct marketing
advertiserFilter	any, advertisers or non-advertisers
minRating, minReviews	Quality filters on PagesJaunes reviews
websiteFilter	With details: any, with-website or without-website
excludeClosedBusinesses	With details and registry: skips closed companies or establishments (default on)
minEmployees, createdAfter	With details: company size and creation date filters
monitorMode, monitorName	Return only businesses not seen in previous runs

Example: mobile numbers you can call, plumbers in Paris

{
    "searchTerms": ["plombier"],
    "locations": ["Paris"],
    "phoneFilter": "mobile",
    "excludeMarketingOptOut": true,
    "maxItems": 200
}

Example: hair salons in Bordeaux without a website, with registry data

{
    "searchTerms": ["coiffeur"],
    "locations": ["Bordeaux"],
    "includeDetails": true,
    "websiteFilter": "without-website",
    "advertiserFilter": "non-advertisers",
    "maxItems": 100
}

Example: bakeries opened since 2023 in Brittany, best rated first

{
    "searchTerms": ["boulangerie"],
    "locations": ["Bretagne"],
    "sortBy": "rating",
    "includeDetails": true,
    "createdAfter": "2023-01-01",
    "maxItems": 50
}

📊 Output

Real record from a run with full details (some lists shortened):

{
    "id": "09570235",
    "name": "Immobilière Pujol",
    "url": "https://www.pagesjaunes.fr/pros/09570235",
    "activity": "agences immobilières",
    "activities": [
        "Agences immobilières",
        "Syndics de copropriétés",
        "Gestion locative"
    ],
    "services": [
        "location de maison",
        "location de local professionnel",
        "location de bureau"
    ],
    "phone": "+33491373839",
    "phoneDisplay": "04 91 37 38 39",
    "phoneType": "landline",
    "phones": [
        {
            "number": "04 91 37 38 39",
            "e164": "+33491373839",
            "type": "landline",
            "marketingOptOut": false
        }
    ],
    "mobilePhone": null,
    "hasMarketingOptOut": false,
    "canCallForMarketing": false,
    "website": "http://www.immobiliere-pujol.fr",
    "hasWebsite": true,
    "socialProfiles": {
        "facebook": "http://www.facebook.com/151338101553718",
        "instagram": "https://www.instagram.com/immobiliere_pujol/",
        "youtube": "https://www.youtube.com/watch?v=y6UuCL2v3xw"
    },
    "googleMapsUrl": null,
    "street": "7 rue Doct Jean Fiolle",
    "postalCode": "13006",
    "city": "Marseille",
    "departmentCode": "13",
    "department": "Bouches-du-Rhône",
    "region": "Provence-Alpes-Côte d'Azur",
    "fullAddress": "7 rue Doct Jean Fiolle 13006 Marseille",
    "latitude": 43.285042,
    "longitude": 5.38334,
    "rating": 4.9,
    "reviewCount": 612,
    "latestReviewAt": "2026-10-20",
    "isPagesJaunesAdvertiser": true,
    "isPremiumListing": true,
    "isSuperPro": false,
    "profileEditedByOwner": true,
    "badges": [
        "meilleures notes"
    ],
    "hasPhotos": true,
    "onlineActions": {
        "quoteRequest": true,
        "appointmentBooking": false,
        "tableBooking": false,
        "onlineOrdering": false,
        "clickAndCollect": false,
        "instantMessaging": true
    },
    "description": "Notre agence propose plusieurs services à Marseille et alentours : syndic de copropriété, gestion locative, mise en location, et transaction immobilière. Nou...",
    "openingHours": {
        "monday": [
            "09:00-12:00",
            "14:00-18:00"
        ],
        "tuesday": [
            "09:00-12:00",
            "14:00-18:00"
        ]
    },
    "openDaysPerWeek": 5,
    "paymentMethods": [],
    "clientele": [],
    "certifications": [],
    "brands": [
        "AGENCES REUNIES"
    ],
    "siret": "05680886800048",
    "siren": "056808868",
    "nafCode": "68.32A",
    "legalForm": "SAS, société par actions simplifiée",
    "companyCreatedAt": "1956-01-01",
    "companyAgeYears": 70.8,
    "establishmentType": "Siège",
    "companyEmployees": {
        "min": 50,
        "max": 99,
        "label": "50-99"
    },
    "establishmentEmployees": {
        "min": 50,
        "max": 99,
        "label": "50-99"
    },
    "registry": {
        "siren": "056808868",
        "legalName": "IMMOBILIERE PUJOL",
        "acronym": null,
        "status": "active",
        "closedAt": null,
        "createdAt": "1956-01-01",
        "legalFormCode": "5710",
        "legalForm": "SAS",
        "isSoleTrader": false,
        "companyCategory": "PME",
        "nafCode": "68.32A",
        "nafSection": "L - Activités immobilières",
        "employees": {
            "min": 50,
            "max": 99,
            "label": "50-99"
        },
        "employeesYear": 2024,
        "establishmentsCount": 7,
        "openEstablishmentsCount": 3,
        "financialYear": 2024,
        "revenue": 6893307,
        "netIncome": 568760,
        "establishmentStatus": "active",
        "establishmentCreatedAt": "2012-06-15",
        "isHeadOffice": true,
        "isRGE": false,
        "isQualiopi": false,
        "isTrainingOrganization": false,
        "isSocialEconomy": false,
        "isAssociation": false,
        "prospectingOptOut": true,
        "managers": [
            {
                "name": "MATANEL",
                "role": "Président de SAS",
                "isCompany": true
            },
            {
                "name": "SO'AUDIT",
                "role": "Commissaire aux comptes titulaire",
                "isCompany": true
            }
        ],
        "registryUpdatedAt": "2026-11-03T08:27:27"
    },
    "imageUrl": "https://www.pagesjaunes.fr/media/newdam/ee/97/2f/00/00/a8/1a/e9/c3/12/6624ee972f0000a81ae9c312/6624ee972f0000a81ae9c313.jpg",
    "hasDetails": true,
    "searchTerm": "agence immobilière",
    "searchLocation": "Marseille",
    "searchPage": 1,
    "searchPosition": 17,
    "scrapedAt": "2026-11-03T21:34:01.295Z"
}

Without full details, the business page fields (website, siret, openingHours, registry and others) are null or empty and hasDetails is false. rating is null when the business has no reviews. registry is null when the business page shows no SIRET. managers lists only managers of companies whose registry entry is public, never sole traders.

✨ Why this one

• ✅ The opt-out flag on every number, not just the number. Cold-calling lists that respect the PagesJaunes icon and the INSEE prospecting opt-out.
• ✅ Official registry data in the same row: active or closed, headcount, revenue, NAF, legal form. No second tool to match SIRETs.
• ✅ Every number, typed: landline, mobile or VoIP, plus a ready-to-dial +33 format.
• ✅ Filters that save money: businesses that fail your filters are skipped and not charged.
• ✅ Advertiser and website signals that agencies use to qualify prospects.
• ✅ Monitor mode for new businesses in your area or sector.

🚀 How to use

1. Create a free Apify account.
2. Open the Actor and fill in what (activity) and where (city, postal code, département or région).
3. Turn on full details if you need the website, SIRET and registry data.
4. Click Start.
5. Download the results or connect them to Google Sheets, Make, Zapier, n8n or the API.

💼 Use cases

• SDR team: every accountant in Lyon with a mobile number and no marketing opt-out, ready for the dialer.
• Web agency: restaurants in a département without a website and not advertising on PagesJaunes.
• Solar installer network: roofers and electricians with RGE certifications and 10+ employees.
• Wholesaler: bakeries opened in the last two years, with their address and opening hours.
• Local SEO consultant: businesses with poor ratings or few reviews in a city.

❓ FAQ

Do I need a PagesJaunes account? No. The Actor reads public pages.

How many businesses can I get? As many as PagesJaunes shows for your search, 20 per page. Large cities return thousands per activity.

What does canCallForMarketing mean? true when at least one number has no opt-out icon and the company did not opt out of commercial prospecting at INSEE. It is a helper, not legal advice: check the rules (including Bloctel for consumers) that apply to your campaign.

Why is the SIRET sometimes missing? PagesJaunes does not show it for every business. Without it, the registry check is skipped.

Is revenue always available? No. Many small companies do not publish their accounts. The year of the figures is in financialYear.

Free Apify plan? Runs on the free plan return a preview of 10 businesses. Any paid plan unlocks full runs.

What happens with an unknown location? The run stops that search and saves a clear error row telling you to check the spelling.

🔌 Integrations

Works with the Apify API, schedules, webhooks, Google Sheets, Make, Zapier, n8n, Slack and any tool that reads JSON.

🕳️ More from DataMole

Actor	What it does
Company Enrichment	Emails, socials and company facts from any website
Tech Stack Detector	Technologies a website runs on
SEO & GEO Audit	SEO and AI-search readiness of any page
Domain Intel	DNS, mail setup, SSL and hosting of a domain

Need a field, filter or source we don't cover yet? Open an issue on this Actor. We read everything.

⚖️ Disclaimer

This Actor collects publicly available data from pagesjaunes.fr and the French government company API (recherche-entreprises.api.gouv.fr). It is not affiliated with or endorsed by PagesJaunes or Solocal. Personal data of sole traders is subject to the GDPR: use the data responsibly, honor opt-outs and follow the laws that apply to your use.