Clutch scraper for B2B company listings and reviews

What this robot does

Clutch.co is the go-to directory for B2B service providers - development agencies, marketing firms, design studios, and IT consultancies. Businesses use it to find and evaluate vendors, but building a comprehensive shortlist requires clicking through dozens of listing pages and manually recording details for each company.

This clutch scraper extracts the full listing data from any Clutch.co category page: company positions, names, ratings, review counts, locations, websites, employee counts, minimum project sizes, and service areas. Whether you are sourcing vendors, researching competitors, or mapping a services market, this robot delivers structured B2B directory data ready for comparison and analysis.

What automated Clutch.co data extraction delivers:

• ✓ Complete B2B directory data from any Clutch category - agency names, ratings, locations, and pricing - captured in one extraction instead of hours of manual browsing.
• ✓ Vendor comparison made simple: sort companies by rating, hourly rate, location, or review count to identify the best-fit providers for your project.
• ✓ Competitive landscape analysis for B2B service markets - see how many agencies compete in your niche, where they are located, and how they price their services.
• ✓ Market sizing for B2B verticals by counting listed companies, analyzing geographic distribution, and tracking how the landscape changes over time.

How to scrape Clutch.co company listings in 4 steps

No Clutch API, no web scraping scripts, and no browser extensions to install. Navigate to any Clutch category page and the robot extracts the listings.

• A free Browse AI account (sign up without a credit card).
• The URL of a Clutch.co category or search results page.

See it in action

What can you do with Clutch.co listing data?

Clutch directory data serves vendor selection, competitive analysis, and market intelligence across B2B services:

• Vendor shortlisting: Extract all agencies in a Clutch category, then filter by rating, location, and budget to build a shortlist that matches your project requirements.
• Competitive analysis for agencies: If you run a B2B services firm, extract your Clutch category to see where you rank, who your direct competitors are, and how their pricing and ratings compare.
• Market research: Count and categorize agencies across B2B verticals. Understand market concentration, geographic distribution, and pricing tiers for any service category.
• Lead generation for SaaS companies: If you sell tools to agencies, Clutch categories are a goldmine. Extract listed agencies as potential prospects with their service focus and contact availability.
• Partnership discovery: Find complementary service providers - e.g., a development firm looking for design agencies to partner with - by extracting relevant Clutch categories.
• Procurement reporting: Provide structured vendor landscape reports to leadership by extracting and formatting Clutch data across multiple categories.

What data does this Clutch scraper extract?

Each company listing on the Clutch page becomes a row with these structured fields:

Clutch updates listings as new reviews come in and companies update their profiles. The data reflects the current state at extraction time. Schedule monthly runs for ongoing competitive monitoring.

Frequently asked questions

What is a Clutch.co scraper?
A Clutch.co scraper extracts structured data from Clutch directory listings - company names, positions, ratings, reviews, websites, employee counts, and locations - and exports it into a spreadsheet or database for comparison and analysis.

Can I scrape companies from any Clutch category?
Yes. This robot works on any Clutch.co category page or filtered search results page. SEO agencies, web developers, IT consultancies - any B2B service category Clutch covers.

Do I need a Clutch API key?
No. This robot extracts data directly from the publicly visible Clutch.co pages without any API credentials.

Can I filter by location or budget?
Yes. Apply filters on Clutch.co before copying the URL. The robot extracts only the filtered results, saving you from manual post-extraction filtering.

Is this Clutch scraper free?
Browse AI's free tier includes credits to run this robot without payment. Sign up without a credit card and start extracting Clutch data immediately.

How accurate are the extracted ratings?
The robot captures the ratings and review counts displayed on the Clutch page at the time of extraction. These match exactly what you see on the site.

Get more data by pairing with these robots

Clutch category data gives you the overview - drill deeper with individual company profiles and cross-platform ratings:

• Clutch company detail scraper - After identifying agencies from category listings, extract their full profile - detailed reviews, service breakdowns, and project portfolios.
• Trustpilot category scraper - Compare B2B reputation across platforms. Cross-reference Clutch ratings with Trustpilot scores for the same companies.
• Y Combinator company scraper - Research startup-focused service providers by combining Clutch listings with Y Combinator company profiles.