Clutch.co Scraper [PPR]

Clutch.co Scraper

Scrape company profiles, client reviews, and B2B lead data from Clutch.co — 280,000+ service providers.

What you get:

• Company profiles with 50+ fields: rating, hourly rate, min project size, employee count, year founded
• Service line percentages (e.g., Web Dev 60%, Mobile 30%)
• Technology stack with distribution (e.g., React 45%, Node.js 35%)
• Industry focus and client size breakdown (small / midmarket / enterprise)
• Client reviews with Q&A sections: background, challenge, solution, results
• Review rating breakdowns: quality, schedule, cost, willingness to refer
• Project details: type, budget range, timeline, location
• Contact data: website, social links (LinkedIn, Twitter, etc.), office locations

How it works:

• Pass category URLs, filtered search URLs, or direct profile URLs
• Quick scan mode (~15 fields) or full profile enrichment (50+ fields)
• Optional review extraction with project budgets and timelines
• Anti-detect browser for reliable Cloudflare bypass — 100% success rate

What data can you extract?

Company profiles

Field	Type	Description
name	string	Company name
slug	string	Clutch URL slug
profileUrl	string	Full Clutch profile URL
website	string	Company website
logoUrl	string	Company logo image URL
tagline	string	Short company description
rating	number	Overall rating (0-5)
reviewCount	integer	Total number of client reviews
hourlyRate	string	Hourly rate range (e.g., "$50 - $99 / hr")
minProjectSize	string	Minimum project budget (e.g., "$10,000+")
employeeCount	string	Employee count range (e.g., "50 - 249")
yearFounded	integer	Year the company was founded
description	string	Company overview text
location.city	string	Primary office city
location.country	string	Primary office country
location.fullText	string	Full location string
additionalLocations	array	Additional office locations
serviceLines	array	Service focus with percentages (e.g., Web Dev 60%, Mobile 30%)
industryFocus	array	Industry focus with percentages (e.g., IT 40%, Healthcare 25%)
technologyStack	array	Technologies/frameworks with percentages (e.g., React 45%)
clientSizeDistribution	object	Client size breakdown: small, midMarket, enterprise
socialLinks	object	LinkedIn, Facebook, Twitter, Instagram URLs
isVerified	boolean	Clutch verified badge
clutchRanking	string	Clutch ranking badge text
scrapedAt	string	Scrape timestamp (ISO 8601)

Client reviews (when enabled)

Field	Type	Description
reviewId	string	Unique review identifier
companySlug	string	Parent company slug
companyName	string	Parent company name
rating	number	Overall review rating (0-5)
ratingBreakdown.quality	number	Quality rating
ratingBreakdown.schedule	number	Schedule adherence rating
ratingBreakdown.cost	number	Cost rating
ratingBreakdown.willingnessToRefer	number	Willingness to refer rating
title	string	Review headline
summary	string	Short review summary
fullText	string	Full review text
qaSections.background	string	Project background/context
qaSections.challenge	string	Business challenge described
qaSections.solution	string	Solution provided
qaSections.results	string	Project results/outcomes
reviewer.name	string	Reviewer name
reviewer.title	string	Reviewer job title
reviewer.company	string	Reviewer company
reviewer.companySize	string	Reviewer company size
reviewer.industry	string	Reviewer industry
project.type	string	Project type/service
project.budget	string	Project budget range
project.timeline	string	Project duration
project.location	string	Project location
isVerified	boolean	Verified review badge
date	string	Review date

How to scrape Clutch.co

1. Enter one or more Clutch.co URLs in the Start URLs field:
   • Category pages: clutch.co/web-developers
   • Filtered search: clutch.co/hr/staffing?client_budget=5000
   • Direct profiles: clutch.co/profile/kumsal-agency
2. Set Max Results to control how many companies to collect. Use 0 for unlimited.
3. Enable Scrape Full Profiles (default: on) for 50+ fields per company.
4. Enable Extract Reviews to collect client reviews with Q&A sections.
5. Click Start and download results from the Dataset tab as JSON, CSV, or Excel.

Disable Scrape Full Profiles for quick category scans — ~15 fields per company in a fraction of the time.

How much does it cost?

Pay-per-event pricing — you are charged per company profile scraped. Reviews are free.

Price per company	Price per 1,000 companies
$0.001	$1.00

Example: Scraping 100 companies with full profiles costs approximately $0.10.

Client reviews with Q&A sections are included at no extra charge.

Use cases

• B2B lead generation — Build agency lists by category with contacts, websites, and service offerings
• Vendor landscape mapping — Compare ratings, pricing, and service focus across categories
• Competitive analysis — Track how agencies rank, what services they emphasize, which technologies they use
• Procurement intelligence — Extract client reviews with project budgets, timelines, and outcomes
• CRM enrichment — Merge Clutch profiles with existing contact databases
• Pricing benchmarks — Analyze hourly rates and min project sizes across categories and locations
• Technology tracking — See which frameworks agencies use, with exact percentage breakdowns

Input

Field	Type	Default	Description
startUrls	string[]	—	Clutch.co URLs: category pages, search results, or profile pages (required)
maxResults	integer	100	Maximum companies to collect (0 = unlimited)
scrapeProfiles	boolean	true	Enrich listing data with full profile (50+ fields)
getReviews	boolean	false	Extract client reviews with Q&A sections
maxReviewsPerCompany	integer	50	Max reviews per company (1-5000)
startPage	integer	1	Listing page to start from
requestDelay	integer	500	Delay between requests in ms (100-10000)
proxy	object	residential	Proxy configuration (residential recommended)

Input examples

Category listing (quick scan):

{
    "startUrls": ["https://clutch.co/web-developers"],
    "maxResults": 50,
    "scrapeProfiles": false
}

Category with full profiles:

{
    "startUrls": ["https://clutch.co/agencies/digital-marketing"],
    "maxResults": 20,
    "scrapeProfiles": true
}

Direct profile URL with reviews:

{
    "startUrls": ["https://clutch.co/profile/kumsal-agency"],
    "scrapeProfiles": true,
    "getReviews": true,
    "maxReviewsPerCompany": 10
}

Filtered search with budget:

{
    "startUrls": ["https://clutch.co/hr/staffing?client_budget=5000&hourly_rate=300"],
    "maxResults": 100,
    "scrapeProfiles": true
}

Multiple URLs in one run:

{
    "startUrls": [
        "https://clutch.co/web-developers",
        "https://clutch.co/profile/kumsal-agency",
        "https://clutch.co/it-services/analytics/new-york-state"
    ],
    "maxResults": 30,
    "scrapeProfiles": true,
    "getReviews": true
}

Output example

Company record

{
    "type": "company",
    "name": "Kumsal Agency",
    "slug": "kumsal-agency",
    "profileUrl": "https://clutch.co/profile/kumsal-agency",
    "website": "https://kumsal.co",
    "tagline": "We Build Digital Products",
    "rating": 4.9,
    "reviewCount": 89,
    "hourlyRate": "$50 - $99 / hr",
    "minProjectSize": "$10,000+",
    "employeeCount": "50 - 249",
    "yearFounded": 2015,
    "description": "Kumsal Agency is a full-service digital agency...",
    "location": {
        "city": "Istanbul",
        "country": "Turkey",
        "fullText": "Istanbul, Turkey"
    },
    "serviceLines": [
        {"name": "Web Development", "percentage": 60.0},
        {"name": "Mobile App Development", "percentage": 30.0},
        {"name": "UX/UI Design", "percentage": 10.0}
    ],
    "industryFocus": [
        {"name": "Information Technology", "percentage": 40.0},
        {"name": "Business Services", "percentage": 25.0}
    ],
    "technologyStack": [
        {"name": "React", "percentage": 45.0},
        {"name": "Node.js", "percentage": 35.0}
    ],
    "clientSizeDistribution": {
        "small": "30%",
        "midMarket": "50%",
        "enterprise": "20%"
    },
    "socialLinks": {
        "linkedin": "https://linkedin.com/company/kumsal-agency"
    },
    "isVerified": true,
    "scrapedAt": "2026-02-18T10:30:00+00:00"
}

Review record

{
    "type": "review",
    "reviewId": "review-a1b2c3d4e5f6",
    "companySlug": "kumsal-agency",
    "companyName": "Kumsal Agency",
    "rating": 5.0,
    "ratingBreakdown": {
        "quality": 5.0,
        "schedule": 5.0,
        "cost": 4.5,
        "willingnessToRefer": 5.0
    },
    "title": "Exceptional Web Development Partner",
    "summary": "They delivered a complex e-commerce platform on time and within budget...",
    "qaSections": {
        "background": "We needed to modernize our legacy e-commerce platform.",
        "challenge": "Migrating 50,000+ products while maintaining SEO rankings.",
        "solution": "Phased migration with React frontend and Node.js backend.",
        "results": "40% increase in conversion rate, 60% faster page loads."
    },
    "reviewer": {
        "name": "Jane Smith",
        "title": "CTO",
        "company": "GlobalRetail Inc.",
        "companySize": "1,000 - 9,999",
        "industry": "Retail"
    },
    "project": {
        "type": "Web Development",
        "budget": "$200,000 to $999,999",
        "timeline": "6-12 months",
        "location": "Remote"
    },
    "isVerified": true,
    "date": "2025-11-15"
}

Tips

• Clutch.co requires residential proxies — the default config uses Apify's RESIDENTIAL group. Do not disable this.
• Use listing mode (scrapeProfiles: false) for quick scans — name, rating, location, hourly rate.
• Use profile mode for the richest data — service percentages, tech stacks, industry focus from embedded chart data.
• Mix listing URLs and profile URLs in a single run — the scraper classifies each URL automatically.
• The scraper deduplicates by slug. Same company in multiple categories = one record.
• Use the type field to filter output — "company" vs "review".
• Increase requestDelay to 1000+ for large runs.

FAQ

How many companies can I scrape?

No hard limit. Set maxResults to 0 for all companies in a category. Paginates automatically.

Do I need residential proxies?

Yes. Clutch.co uses Cloudflare protection. The default RESIDENTIAL proxy group is included in all Apify plans.

What makes this scraper different?

Three-tier extraction (JSON-LD + JavaScript chart data + DOM selectors) captures service line, tech stack, and industry focus percentages that other scrapers miss. Reviews include full Q&A sections with project budgets and timelines.

What if a company profile returns 404?

The scraper logs a warning and moves on. A final summary shows how many succeeded and failed.

Can I scrape reviews?

Yes. Enable getReviews. Reviews include Q&A sections (Background, Challenge, Solution, Results), rating breakdowns, project details, and reviewer info.

What is listing mode vs profile mode?

Listing mode (scrapeProfiles: false): ~15 fields per company from category pages. Fast, one request per page. Profile mode: visits each company page to extract 50+ fields including service breakdowns, tech stacks, and industry focus.

Changelog

• v0.4 — Pay-per-event pricing (companies only, reviews free). Spending limit support. README rewrite.
• v0.3 — Three-tier extraction verified at 100% success. Competitor benchmarks.
• v0.2 — Camoufox anti-detect browser. Three-tier profile extraction (JSON-LD, chart data, DOM). Review extraction rewrite.
• v0.1 — Initial release. Listing extraction, profile enrichment, review Q&A sections, circuit breaker.