All sectors
Automotive scraping
Vehicle listings, prices, mileage and specifications, to follow a local or national market and spot opportunities.
What we collect there 2 kinds of site
Vehicle listings
Motoring
A used car's price means nothing on its own: it hangs on the model year, the mileage, the trim and who is selling.
Valuations and spec sheets
Motoring
A valuation and a listing say different things: one gives a reference value, the other an asking price.
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
- Make, model, version and trim
- Model year and mileage
- Fuel type, gearbox and tax rating
- Asking price and each successive cut
- Seller: private, dealer or broker
- Location and time on the market
- Service history where it is declared
- Trade-in and resale value by model year
- Engines and gearboxes offered
- Standard equipment by trim level
Example use cases
- Real-world valuation by model and year
- Spotting trade-in opportunities
- Price monitoring across a competing fleet
- Feeding a valuation tool
- Reference set for a trade-in tool
- Gap between book value and asking price
- Enriching a vehicle catalogue
- Comparing equipment across trim levels
Other sectors
Real estate
2 kinds of site
Listings, prices, floor areas and location across the main French property portals, from market monitoring to seller lead generation.
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.