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Clutch Agency Directory Scraper

B2B agency extraction from Clutch including ratings, reviews, specialisations and contact data.

Result

Thousands of agency profiles, filtered by category and location

Built with
PythonPlaywrightPagination HandlingPandasCSV Export
Clutch Agency Directory Scraper: screenshot of the delivered output

What it does

  • Extracts agency name, ratings, review count, hourly rate, team size, and specialisations
  • Captures individual review text and client details where available
  • Handles full pagination across thousands of agency profiles
  • Filters by category, location, and company size during extraction

Who it helps

  • Sales teams build targeted B2B outreach lists from verified agency data
  • Companies benchmark competitors by rating, pricing, and specialisation
  • Legal tech vendors identify law firm technology partners for outreach

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