All sectors

Real-estate scraping

Listings, prices, floor areas and location across the main French property portals, from market monitoring to seller lead generation.

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The sites we cover 8 sites

leboncoin Classifieds leboncoin gathers millions of listings between individuals and professionals, from housing to cars. SeLoger Real estate SeLoger is one of France's leading real-estate portals, fed by agencies. Bien'ici Real estate Bien'ici focuses on mapping and precise geolocation of properties. PAP Real estate PAP gathers listings from private individuals, with no intermediary. ParuVendu Classifieds ParuVendu covers property, cars and jobs on one site, often carrying listings the larger platforms do not. Logic-Immo Real estate Logic-Immo carries listings from estate agencies across France. Century 21 Real estate Century 21 publishes its agency network's listings in a single consistent format. Orpi Real estate Orpi is one of France's largest estate agency networks, in both sales and rentals.

This list is in no way exhaustive: we build custom collection on any site in the sector.Get in touch

Data we extract

  • Listing title and category
  • Price and changes over time
  • Location (city, postcode, department)
  • Seller type (individual or professional)
  • Photos and attributes (area, rooms, mileage…)
  • Publication date and URL
  • Price, area and number of rooms
  • Property type (flat, house, land)
  • Precise location and neighbourhood
  • Energy performance rating (DPE)

Example use cases

  • Price monitoring on a local market
  • Seller lead generation (real estate, cars)
  • Market observatories and studies
  • Real-time opportunity detection
  • Price-per-m² observatory
  • Agency competition analysis
  • Real-estate pricing and valuation
  • Building property databases

Other sectors

Automotive 8 sites Vehicle listings, prices, mileage and specifications, to follow a local or national market and spot opportunities. Jobs 8 sites Job adverts, titles, companies and locations, to observe a labour market or feed your own aggregator. E-commerce 8 sites Prices, catalogues, availability and product reviews, for price monitoring and competitive tracking. Travel & stays 8 sites Properties, rates, availability and traveller reviews, for price monitoring and analysis of a tourism market. Local data 8 sites Businesses, contact details, opening hours and reviews, to build or enrich a company database by geographic area. B2B & professionals 8 sites Public professional data — companies, activities and locations — for prospecting and market analysis.

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