Real estate

Scraping PAP (Particulier à Particulier)

PAP gathers listings from private individuals, with no intermediary. It is a key source for finding direct sellers and landlords.

Data we extract

  • Price, area and number of rooms
  • Transaction type (sale or rental)
  • Location
  • Private seller's contact details (when public)
  • Description and amenities
  • Date posted

Example use cases

  • Mandate prospecting for agencies
  • Detecting private sellers
  • Rental market monitoring
  • Studies on the private-seller market
Framework & ethics

We work with publicly accessible data, at a controlled pace so as not to disturb the sites we consult. Defining the uses is your responsibility, and we advise you on it.

Other sites we collect

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