Real estate

Estate agency network scraping

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. That is the data you need to map the competition rather than the stock.

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Data we extract

  • Property portfolio, branch by branch
  • Published fee scale
  • Address and catchment area of each branch
  • Negotiators and the areas they cover
  • Mandate type where it is published
  • How long properties have stayed on display

Example use cases

  • Mapping local competition
  • Monitoring fee scales
  • Targeting agencies for a B2B offer
  • Measuring market share by brand
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 kinds of site we collect

Property listings Real estate Listing portals publish tens of thousands of properties every day, and pull them just as fast. 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. Job postings Hiring The same role appears on several sites under three different titles, then vanishes without notice. Salaries and employer reviews Hiring What a role pays, and what people think of the employer, are not in the job ad. Marketplaces E-commerce On a marketplace a product has no single price but as many prices as it has sellers, and the one that wins the basket changes during the day. Retailer online stores E-commerce A retailer sells its own products, at its own price, with stock that differs from one store to the next. Tourist accommodation Travel A nightly price does not exist outside a date.

All kinds in the same sector: Real-estate scraping

Need data of this kind?

Tell us about your project: sources, fields, volume and frequency. We'll come back with a clear proposal.

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