Clutch.co B2B Agency Scraper

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Extract complete agency profiles from Clutch.co — the leading B2B marketplace for business services. Get ratings, verified client reviews, service breakdowns, industry focus, pricing, location, and 20+ more fields per agency.

Features

• 26 output fields per profile — the most complete Clutch data available
• Services breakdown with percentage weights (e.g., 30% Web Dev, 25% Mobile)
• Industry focus with percentage weights
• Client size breakdown (Small Business / Midmarket / Enterprise)
• Technology focus areas (AI expertise, frameworks, mobile platforms, etc.)
• Verification status, min project size, hourly rate, employee count
• Recent reviews with project details and ratings
• 100% reliable — uses Chrome TLS impersonation + Apify RESIDENTIAL proxy
• No nulls — every field is populated with a typed default

Input

Example Input

{
"companyUrls":[
"https://clutch.co/profile/toptal",
"https://clutch.co/profile/cleveroad"
],
"maxItems":5
}

Output

Every profile includes the following 26 fields:

Core Identity

Ratings & Pricing

Location

Services & Focus (arrays)

Reviews & Metadata

Example Output

{
"name":"Toptal",
"url":"https://clutch.co/profile/toptal",
"tagline":"Hire the Top 3% of Freelance Talent®",
"website":"https://www.toptal.com",
"logo":"https://img.shgstatic.com/...",
"description":"Toptal is the world's largest fully remote workforce...",
"rating":4.8,
"reviewCount":53,
"verificationStatus":"Verified",
"minProjectSize":"$50,000+",
"averageHourlyRate":"$100 - $149 / hr",
"employees":"1-10 Employees",
"priceRange":"$100 - $149",
"telephone":"(888) 604-3188",
"foundingDate":"2010",
"country":"US",
"city":"San Francisco, United States",
"region":"CA",
"postalCode":"94104",
"streetAddress":"548 Market St #36879",
"services":[
{"name":"Custom Software Development","percent":0.16},
{"name":"AI Development","percent":0.15},
{"name":"Mobile App Development","percent":0.15}
],
"focus":[
{"title":"AI Expertise","values":[{"name":"Machine Learning","percent":0.2}]}
],
"industries":[
{"name":"Financial services","percent":0.1}
],
"clientSizes":[
{"name":"Small Business (<$10M)","percent":0.5},
{"name":"Midmarket ($10M - $1B)","percent":0.3},
{"name":"Enterprise (>$1B)","percent":0.2}
],
"reviews":[
{"name":"...","datePublished":"...","author":"...","rating":5,"reviewBody":"..."}
],
"scrapedAt":"2026-04-10T08:00:00+00:00"
}

How It Works

Clutch.co is protected by Cloudflare, so this scraper uses curl_cffi with Chrome TLS impersonation over Apify RESIDENTIAL proxy to reliably fetch profile HTML. It then extracts:

1. Core data from JSON-LD LocalBusiness structured data
2. Services, focus, industries, clientSizes from embedded window.chartPie and window.serviceLines JavaScript globals
3. Tagline, verification, employees, hourly rate, min project size from DOM selectors and regex patterns

FAQ

Q: Why is RESIDENTIAL proxy required? Clutch blocks datacenter IPs with Cloudflare challenges. Apify RESIDENTIAL proxy bypasses this reliably. The proxy is hardcoded in the actor — no configuration needed.

Q: How many reviews can I get? Up to 10 recent reviews per profile, parsed from JSON-LD structured data. The full review count is in the reviewCount field.

Q: What if a profile URL is invalid? Invalid URLs (redirects to listing or homepage) are detected and skipped with a warning — no junk records are saved.

Q: Can I scrape category listings? Not in this version — this scraper focuses on individual profile pages. Provide a list of profile URLs directly.

Use Cases

• B2B lead generation — discover high-rated agencies by service line
• Competitive intelligence — compare pricing, size, and specialization
• Market research — analyze service / industry / client size trends
• Partnership discovery — find verified agencies in specific industries
• Procurement & vendor research — gather structured data for RFQs