All sectors
Real-estate scraping
Listings, prices, floor areas and location across the main French property portals, from market monitoring to seller lead generation.
What we collect there 2 kinds of site
Property listings
Real estate
Listing portals publish tens of thousands of properties every day, and pull them just as fast.
Estate agency networks
Real estate
A network's own site does not publish what a portal publishes: it shows a portfolio, a fee scale, a web of branches and the negotiators who run them.
This list is in no way exhaustive: we build bespoke collection on any public site in the sector. Tell us which one you have in mind.Get in touch
Data we extract
- Asking price and how it moves until withdrawal
- Floor area, room count and floor level
- Property type and year of construction
- Energy performance rating
- Location down to town and neighbourhood
- Seller type: agency, network or private owner
- Photos, description and listing reference
- Publication and withdrawal dates
- Property portfolio, branch by branch
- Published fee scale
Example use cases
- Price-per-square-metre observatory
- Spotting underpriced properties the day they appear
- Valuation and listing pitch material
- Tracking stock and time-to-sell by area
- Mapping local competition
- Monitoring fee scales
- Targeting agencies for a B2B offer
- Measuring market share by brand
Other sectors
Automotive
2 kinds of site
Vehicle listings, prices, mileage and specifications, to follow a local or national market and spot opportunities.
Jobs
2 kinds of site
Job adverts, titles, companies and locations, to observe a labour market or feed your own aggregator.
E-commerce
2 kinds of site
Prices, catalogues, availability and product reviews, for price monitoring and competitive tracking.
Travel & stays
2 kinds of site
Properties, rates, availability and traveller reviews, for price monitoring and analysis of a tourism market.
Local data
2 kinds of site
Businesses, contact details, opening hours and reviews, to build or enrich a company database by geographic area.
B2B & professionals
2 kinds of site
Companies, activities and locations: public professional data, for prospecting and market analysis.
Need data of this kind?
Tell us about your project: sources, fields, volume and frequency. We'll come back with a clear proposal.