Advanced Clutch.co Scraper — Company Profiles, Reviews & B2B Leads

Advanced Clutch.co Scraper takes Clutch.co company profile URLs (e.g. https://clutch.co/profile/bairesdev) and returns one detailed record per agency. Each record includes rating breakdown, verified client reviews, hourly rate, minimum project size, employee range, founded year, service-line percentages, industry and client-size focus, office addresses with phone numbers, website, business-registration data and review highlights. No login. $2 per 1,000 profiles.

Where this fits in the ScrapeVerse Clutch pipeline

1. Only have a category or keyword (e.g. "staff augmentation")? Collect profile URLs first with Clutch.co Search Results Scraper.
2. Deep-dive every agency → Advanced Clutch.co Scraper (you are here)
3. Reach decision-makers → find each agency on LinkedIn with LinkedIn Company URL Mass Finder, then enrich with LinkedIn Company Profile Scraper.

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Before you run: input checklist

Check	What to do
Profile URLs only	✅ https://clutch.co/profile/bairesdev ❌ category pages like https://clutch.co/developers/react. To turn a category or keyword into profile URLs, use Clutch.co Search Results Scraper.
Bulk input	Paste many URLs, upload a text file, or link a Google Sheet in Clutch Business Profile URLs. One URL = one result.
Proxy	Start with the default Apify Proxy. If profiles come back empty or blocked, switch the proxy group to Residential.
Website field	websiteUrl is Clutch's tracked redirect link. The real domain is in its provider_website= and u= parameters (see FAQ).

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What data does the Advanced Clutch.co Scraper extract?

Field group	Output keys	Typical use
Company summary	summary.name, logo, tagLine, description, founded, employees, languages[], timezones[], video_url	Lead lists, vendor profiles
Pricing signals	summary.averageHourlyRate, summary.minProjectSize	Budget qualification, rate benchmarks
Ratings	rating.overallRating, rating.totalReview, quality, schedule, cost, willingToRefer, summary.verificationStatus	Vendor scoring, shortlisting
Client reviews	reviews[]: project name, category, size, length, description; review scores and comments; reviewer title, industry, company size, location, verified flag	Sentiment analysis, case-study research, ICP discovery
Service mix	serviceLines[] (name and % of business), chartPie.service_provided, chartPie.focus	Capability matching, competitor positioning
Industry & client focus	chartPie.industries, chartPie.clients	Vertical targeting
Locations & phones	addresses[]: street, locality, region, country, postal code, telephone, employees per office	Territory routing, outbound calling
Business verification	verification.businessEntity (legal name, registry source, jurisdiction, formation date, status, ID), verification.paymentLegalFilings	Due diligence, KYB
Review insights	reviewInsights.topMentions[], reviewInsights.reviewHighlights[]	Fast vendor summaries, AI enrichment
Links	websiteUrl, profileURL	Domain enrichment, joining with search results

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How to scrape Clutch.co company profiles

1. Add one or more profile URLs to Clutch Business Profile URLs.
2. Keep the proxy settings (switch to Residential if blocked).
3. Click Start.
4. Export to JSON, CSV or Excel, or send the results to your CRM via API.

Input example

{
    "startUrls": [
        { "url": "https://clutch.co/profile/bairesdev" },
        { "url": "https://clutch.co/profile/buzzvel" },
        { "url": "https://clutch.co/profile/pecode" }
    ],
    "proxy": { "useApifyProxy": true }
}

Output example (trimmed)

{
    "summary": {
        "name": "BairesDev",
        "tagLine": "Software Outsourcing & Dev | 500 Active Clients",
        "totalReview": "59",
        "rating": "4.9",
        "verificationStatus": "Premier Verified",
        "minProjectSize": "$50,000+",
        "averageHourlyRate": "$50 - $99 / hr",
        "employees": "1,000 - 9,999",
        "founded": "Founded 2009",
        "languages": ["English", "Spanish", "Portuguese"]
    },
    "addresses": [
        {
            "title": "Headquarters",
            "streetAddress": "50 California Street",
            "locality": "San Francisco, United States",
            "region": "CA",
            "country": "US",
            "postalCode": "94111",
            "locationEmployees": "2001 - 5000",
            "telephone": "1 (408) 478-2739"
        }
    ],
    "verification": {
        "businessEntity": {
            "name": "BAIRESDEV LLC",
            "source": "California Secretary of State",
            "jurisdictionOfFormation": "California",
            "dateOfFormation": "October 4, 2012",
            "status": "Active"
        }
    },
    "serviceLines": [
        { "Name": "Custom Software Development", "GroupName": "Application development", "Percent": 30 },
        { "Name": "Web Development", "GroupName": "Application development", "Percent": 20 },
        { "Name": "AI Development", "GroupName": "Artificial Intelligence", "Percent": 10 }
    ],
    "reviews": [
        {
            "name": "Eric Ryan",
            "datePublished": "Jan 5, 2024",
            "project": {
                "name": "React Native & Python MVP Development for LLM Company",
                "category": ["AI Development", "Custom Software Development"],
                "size": "Confidential",
                "length": "Aug. 2023 - Feb. 2024"
            },
            "review": { "rating": 5, "quality": 5, "schedule": 5, "cost": 5, "willingToRefer": 5, "review": "\"They always had something solid and impressive to show.\"" },
            "reviewer": { "title": "Co-Founder & CTO, Freeplay", "industry": "Software", "size": "1-10 Employees", "location": "Boulder, Colorado", "verified": "Verified" }
        }
    ],
    "rating": { "totalReview": "59", "overallRating": "4.9" },
    "websiteUrl": "https://r.clutch.co/redirect?...&provider_website=bairesdev.com&...&u=https%3A%2F%2Fwww.bairesdev.com%2F...",
    "profileURL": "https://clutch.co/profile/bairesdev",
    "reviewInsights": {
        "topMentions": ["High-quality work (35)", "Timely (14)", "Communicative (11)"],
        "reviewHighlights": [
            { "title": "Effective Project Management", "description": "Multiple clients mentioned BairesDev's strong project management skills..." }
        ]
    }
}

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How much does it cost to scrape Clutch.co?

Pay-per-event pricing: $0.002 per company profile ($2 per 1,000). Every profile is one result, however many reviews it has. Apify platform usage (compute and proxies) is included, plus a negligible $0.00005 start fee per run.

What does Apify's free $5 monthly credit get you? About 2,500 full Clutch company profiles every month for $0. The Pricing tab always shows the live rate.

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Integrations: Clay, n8n, Make, Google Sheets and API

curl -X POST "https://api.apify.com/v2/acts/scrapeverse~advanced-clutch-co-scrapper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"startUrls":[{"url":"https://clutch.co/profile/bairesdev"}]}'

• Two-step pipeline in n8n or Make: run Clutch.co Search Results Scraper, map each link into startUrls, and run this Actor. Output goes straight to Google Sheets, HubSpot or Airtable.
• Clay: add an HTTP API column that POSTs the row's Clutch URL, then map summary.averageHourlyRate, summary.employees, rating.overallRating and the website into columns.
• Google Sheets: list profile URLs in a sheet, link it as the input source, and export results as CSV.
• AI agents: available to Claude, Cursor and other MCP clients through the Apify MCP server. Ask an agent to "compare these 10 agencies by rating, rate and AI expertise."

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Use cases

• B2B lead generation: sell SaaS, staffing, financing or partnerships to agencies, qualified by size, rate and services.
• Vendor due diligence: check ratings, verified reviews, legal entity status and office locations before signing.
• Competitive intelligence: benchmark your agency's rates, service mix and review themes against competitors.
• Review mining: analyse what clients praise or complain about across a whole niche.
• Market research: track how agencies position AI, dev and marketing services over time.

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FAQ

Do I need a Clutch.co login?

No. Only public profile pages are scraped, with no account or cookies.

How do I get the agency's real website?

websiteUrl is Clutch's redirect link. Read the provider_website parameter for the bare domain (e.g. bairesdev.com), or URL-decode the u parameter for the full landing URL.

Does it scrape all reviews?

It extracts the reviews shown on the profile page, with full scores, project details and reviewer data. rating.totalReview tells you how many reviews the company has in total.

Why are some fields empty?

Clutch shows different sections for different companies. Smaller or unverified agencies may have no verification data, service chart or review insights. If whole records are empty, switch the proxy to Residential.

Can I export Clutch data to CSV or Excel?

Yes. Download from the Storage tab (CSV, Excel, JSON, XML). In CSV, nested fields like reviews become numbered columns (reviews/0/review/rating, …). Use JSON if you want to keep reviews as a nested list.

Is this the "Clutch.co scrapper" I searched for?

Yes. "Advanced Clutch.co scrapper", "Clutch scraper" and "Clutch reviews scraper" all lead to this Actor.

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Related ScrapeVerse scrapers

• Clutch.co Search Results Scraper: keyword → list of Clutch profile URLs.
• LinkedIn Company URL Mass Finder: agency name → LinkedIn company page.
• LinkedIn Company Profile Scraper: LinkedIn headcount, HQ, industry and followers.
• LinkedIn User Profile URL Mass Finder: find founders and sales leaders at each agency.

Need every agency in a Clutch category, refreshed monthly? Contact ScrapeVerse.