All sectors

Local data scraping

Businesses, contact details, opening hours and reviews, to build or enrich a company database by geographic area.

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The sites we cover 8 sites

Google Maps Local data Google Maps lists millions of businesses with their contact details and reviews. PagesJaunes Directory PagesJaunes lists French professionals by activity and area. Yelp Local data Yelp lists shops and services with a high volume of reviews, particularly in urban areas. TheFork Restaurants TheFork lists restaurants with their cuisine type, average budget and customer reviews. Guide MICHELIN Restaurants The Guide MICHELIN publishes its selections with their distinctions, from Bib Gourmand to stars. Petit Futé Local data Petit Futé lists shops, restaurants and places to visit with an editorial selection per city. Mappy Local data Mappy pairs a business directory with precise mapping of France. Tripadvisor Reviews Tripadvisor gathers reviews and rankings across travel, dining and hospitality.

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

Data we extract

  • Name, category and address
  • Phone number and website
  • Opening hours
  • Average rating and review count
  • Review content
  • GPS coordinates
  • Company name and business sector
  • Address, phone and website
  • Average rating and reviews
  • Category and geographic area

Example use cases

  • Local B2B lead generation
  • Building prospect lists
  • Online reputation analysis
  • Location and market studies
  • B2B prospecting lists
  • Mapping a business sector
  • CRM enrichment
  • Geographic coverage studies

Other sectors

Real estate 8 sites Listings, prices, floor areas and location across the main French property portals, from market monitoring to seller lead generation. 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. B2B & professionals 8 sites Public professional data — companies, activities and locations — for prospecting and market analysis.

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