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Real estate: SeLoger, PAP, Leboncoin, Bien'Ici — which scraper to choose?
SeLoger, PAP, Leboncoin and Bien'Ici don't share the same data structure, the same mix of sellers, or the same anti-scraping protections: a tool optimised for one isn't necessarily suited to another.
Structurally different platforms
| Platform | Seller type | Phone included | Main use case |
|---|---|---|---|
| SeLoger | Mostly agencies | Yes, professional contact | Agency prospecting |
| Bien'Ici | Agencies and developers | Yes, professional contact | Agency prospecting, detailed data |
| PAP | Private sellers only | Depends on the listing | Private-seller market research |
| Leboncoin | Mixed private/pro | Variable by listing | Volume, requires filtering by seller type |
Why Leboncoin is the hardest case
Leboncoin mixes private and professional listings in the same search results. A good tool needs to filter the two categories separately, or risk polluting a professional prospecting database with irrelevant private listings.
What actually matters when choosing a tool
- ·Direct export to Google Sheets or CSV, with no manual cleanup step
- ·Compliance with each platform's terms of use
- ·Filtering by seller type when the platform mixes private and professional listings
- ·A refresh frequency matched to how fast listings turn over in the target market
What BrandWitness offers
The Store covers SeLoger, PAP, Idealista and Bien'Ici, each with professional agency contact details included when available. These extractions join the open catalog once enough real requests come in: tell us which one you need.
Sources
- SeLoger, PAP, Leboncoin and Bien'Ici terms of use
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