Clutch.co Scraper: B2B Agency Directory with Reviews and Ratings

Extract agency profiles from Clutch.co, the leading B2B reviews platform for IT services, software development, digital marketing, design, and consulting firms. Returns agency name, overall rating, review count, services offered, hourly rate band, minimum project size, headquarters location, employee count, industries served, client breakdown, description, tagline and website. Use JSON-LD plus HTML parsing for maximum data coverage.

What you can scrape

• Identity: agency_name, tagline, description, website, clutch_url, logo
• Reviews and ratings: overall_rating (1 to 5), review_count, recent reviews
• Commercials: hourly_rate band (e.g., "$50 to $99/hr"), minimum_project_size (e.g., "$5,000+")
• Size: employee_count band, year_founded
• Services: services list, industries served, client_breakdown (% per industry or company size)
• Geography: headquarters_city, country, secondary office locations

Primary use cases

• Agency benchmarking. Compare service providers by rating, review count, and hourly rate before issuing an RFP
• Partner discovery. Find white-label or referral partners filtered by service type and geography
• Investor scouting. Build a watchlist of fast-growing IT and marketing agencies for M&A or investment leads
• Competitive intelligence. Track rating and review velocity for competing agencies in your category over time
• Talent sourcing. Identify top-rated agencies in a city as potential employer targets or recruiting partners

API example

# Start a run via the Apify API
curl -X POST "https://api.apify.com/v2/acts/santamaria-automations~clutch-co-scraper/runs?token=YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "searchUrls": ["https://clutch.co/developers/artificial-intelligence"],
    "maxResults": 100,
    "includeDetails": true
  }'

# Or use with AI agents via MCP:
# https://mcp.apify.com?tools=santamaria-automations/clutch-co-scraper

Integrations

• n8n, Make, Zapier: trigger runs and process agency records via webhook
• AI Agents (MCP): Claude Desktop, Cursor, VS Code, LangChain, LlamaIndex
• Python, Node.js: Apify SDK for programmatic access
• Google Sheets, Airtable, HubSpot: push agency records into your CRM

Output fields

Notes and limits

• Cloudflare aware. The scraper uses TLS fingerprinting (Chrome profile) and rotates IPs on soft-blocks. If you see thin runs, retry with a fresh proxy session
• Use directory URLs. Paste any Clutch directory URL (clutch.co/developers, clutch.co/agencies/digital-marketing, clutch.co/it-services/managed-service-providers) directly
• Pricing band, not exact rate. Clutch publishes hourly rates and project minimums as bands. The scraper returns them verbatim

Related Actors

• Google Maps Scraper: enrich agencies with NAP and review counts
• Trustpilot Scraper: cross-reference agency consumer reviews
• Similarweb Scraper: complement agency profiles with web traffic data
• Website Contact Extractor: pull emails and decision-makers from agency websites