France Pige Pro — FSBO Real Estate Leads

Find private-owner property leads ("pige particulier" / FSBO — for sale by owner) across the main French real-estate portals in one run. France Pige Pro runs Bien'ici and LeBonCoin (SeLoger and Logic-Immo optional), deduplicates the same physical property across portals, and flags every result as sold by a private owner or by an agency.

This is the lead French prospection teams pay Pige Online and Melo €100+/month for: owners selling without a mandate, before an agency signs them.

What it does

• FSBO detection. LeBonCoin exposes an explicit private-vs-professional seller flag. Every LeBonCoin private listing becomes a lead, with the seller name and a phone-available flag where exposed.
• Cross-portal dedup. The same property listed on more than one portal is merged into a single row using a content fingerprint (postcode + property type + surface, then price proximity). No shared listing ID exists between French portals, so the match is content-based.
• Agency vs private classification. Agency listings carry an agency name; private LeBonCoin listings carry the explicit private flag. Everything is labelled particulier, professionnel, or unknown.
• The absence signal. A private LeBonCoin listing that does not appear on any agency portal you scraped in the same postcode is flagged explicit_particulier_exclusive — an owner who has not (yet) given a mandate. This signal only exists because the actor runs every portal at once.
• New-listing delta. Turn on "only new since last run" and each run returns only properties not seen before, backed by a per-account store. Schedule it and you get a fresh-listings feed.
• Optional agency enrichment. Cross-reference agency-listed properties against PagesJaunes to attach agency phone and SIRET.

How to scrape French real estate data

1. Enter a location — a city or department (Paris, Lyon, Bordeaux, Gironde).
2. Choose sale or rent, and optionally a property type.
3. Pick your portals. Bien'ici + LeBonCoin is the reliable default. Add SeLoger and Logic-Immo for broader agency coverage.
4. Set a French residential proxy (recommended — the portals are anti-bot-protected).
5. Optionally set seller filter to FSBO leads only, or turn on only new listings.
6. Run it. Each row is one deduplicated property with its FSBO classification, price, surface, price per m², location, and per-portal source links.

Schedule the actor with "only new since last run" enabled to receive a rolling feed of fresh private-seller leads for your sector.

Comment scraper les annonces immobilières de particuliers (pige)

France Pige Pro fait la pige immobilière automatiquement. Il interroge Bien'ici et LeBonCoin (SeLoger et Logic-Immo en option) pour une ville ou un département, dédoublonne le même bien présent sur plusieurs portails, et distingue les annonces de particuliers des annonces d'agence.

• Leads particuliers. LeBonCoin indique explicitement si le vendeur est un particulier ou un professionnel. Chaque annonce de particulier devient un lead, avec le nom du vendeur et l'indication d'un numéro de téléphone disponible.
• Le signal d'absence. Un bien de particulier sur LeBonCoin, absent des portails d'agences dans le même code postal, signale un propriétaire sans mandat — la cible de la pige.
• Delta des nouvelles annonces. Activez « uniquement les nouvelles annonces » et planifiez l'acteur pour recevoir un flux quotidien de nouveaux leads.
• Enrichissement agences. Croisement facultatif avec PagesJaunes pour récupérer le téléphone et le SIRET de l'agence.

Champs disponibles : type de bien, surface, pièces, prix, prix au m², code postal, ville, note DPE si présente, type de vendeur (particulier / professionnel), et les liens vers chaque portail.

Portals and reliability (method disclosure)

Portal	Method	Reliability	Notes
Bien'ici	Open JSON API	High	Clean, complete data. The default agency anchor.
LeBonCoin	Mobile app API	Medium	Richest seller data (explicit private/pro flag, GPS). DataDome-protected — needs a French residential proxy and can intermittently return zero.
SeLoger	Browser + API interception	Low	Agency-heavy. Heavy anti-bot; often returns sparse rows. Opt-in.
Logic-Immo	Browser	Low	DataDome slide-CAPTCHA; frequently returns nothing. Opt-in.

The actor degrades gracefully: if a portal fails, the run continues with the others and records which portals succeeded in the run summary.

Documented limits

• FSBO detection depends on LeBonCoin. It is the only portal with an explicit private-seller flag. If LeBonCoin is blocked on a run (DataDome), the FSBO count reflects that, not a lack of private inventory — the run summary sets fsboSourceOk: false and logs a warning. Re-run, or use a fresh French residential proxy.
• No shared listing ID. Cross-portal matching is content-based (postcode + type + surface + price), so it is high-precision but not exhaustive. Cross-listing density rises with maxItemsPerSource.
• Location precision. Only LeBonCoin exposes real GPS. Bien'ici blurs coordinates to the arrondissement, so latitude/longitude is populated from LeBonCoin members only.
• SeLoger / Logic-Immo are opt-in. They add agency coverage but currently return sparse or empty rows; they are excluded from the default portal set for data quality.

Output fields

Each row is one deduplicated property:

• isFsbo, fsboConfidence, sellerType — the FSBO classification
• isNew, firstSeenAt — the run-over-run delta
• crossListed, portalCount, sourcePortals, listings[] — cross-portal presence and per-portal detail
• priceEur, priceMinEur, priceMaxEur, priceSpreadPct, pricePerM2 — pricing
• surfaceM2, rooms, bedrooms, propertyType — the property
• postalCode, city, department, latitude, longitude — location
• agencyName, agencyPhone, agencySiret, agencyMatchedPagesJaunes — agency detail (phone/SIRET when enrichment is on)
• sellerName, hasPhone, dpeRating — seller and energy detail

Example output

{
  "isFsbo": true,
  "fsboConfidence": "explicit_particulier_exclusive",
  "sellerType": "particulier",
  "isNew": true,
  "crossListed": false,
  "sourcePortals": ["leboncoin"],
  "propertyType": "apartment",
  "listingTitle": "Appartement 3 pièces 68 m²",
  "priceEur": 415000,
  "pricePerM2": 6103,
  "surfaceM2": 68,
  "rooms": 3,
  "postalCode": "33000",
  "city": "Bordeaux",
  "latitude": 44.8378,
  "longitude": -0.5792,
  "sellerName": "Julien",
  "hasPhone": true,
  "dpeRating": "D",
  "listings": [
    { "portal": "leboncoin", "url": "https://www.leboncoin.fr/...", "priceEur": 415000, "sellerType": "particulier" }
  ]
}

How cross-portal dedup works

French portals share no common listing identifier, so the same flat on Bien'ici and on LeBonCoin has two unrelated IDs. France Pige Pro matches on the property itself:

1. Coarse bucket — same postcode and same normalized property type.
2. Surface proximity — within ±2 m² or ±3% (portals routinely report the same flat as 74 vs 75 m²).
3. Price proximity — within ±5% (the same property is often relisted at a slightly different asking price per portal).

A property that clears all three is one row with crossListed: true and every portal in sourcePortals. Listings without a postcode and surface cannot be matched safely and stay as their own row.

Who uses this

• Agency prospection teams running daily pige to reach owners before a competitor signs the mandate.
• Investors and renovation lead-gen filtering on FSBO plus DPE rating or price per m².
• Proptech and market-analysis teams needing a deduplicated, cross-portal view of local inventory.

Pricing

Pay per result. You pay for the run start and for each deduplicated property returned; the FSBO leads and any phone found are priced higher because they are the deliverable. See the pricing tab for current rates.

FAQ

Which portals cover FSBO best? LeBonCoin. French private sellers concentrate there. Keep LeBonCoin selected for any FSBO run.

Can I get only the private-seller leads? Yes. Set seller filter to FSBO leads only.

How do I get a feed of only new listings? Turn on "only new listings since last run" and schedule the actor. The per-account store remembers what it has already returned.

Do I need a proxy? Yes, a French residential proxy is strongly recommended. The default input is configured for one.

Is this legal? The actor collects publicly listed advertisements. You are responsible for how you use the leads, including French prospection and GDPR rules.