Clutch.co Scraper - Pay Per Result

by SilentFlow

Pay only for the data you get! Proxies included, no compute costs.

Extract companies, agencies, and service providers from Clutch.co, including ratings, reviews, hourly rates, project sizes, services, team sizes, client reviews, service line breakdown, legal entity data, credit reports, AI review insights, and contact details from any category, country, or profile page.

✨ Why use this scraper?

• 💰 Pay per result: No compute costs, only pay for the companies you actually receive
• 🌐 Proxies included: Residential proxies included, no separate configuration needed
• 🚀 No login required: Scrape any public Clutch.co page without an account
• 📊 Most complete data on the market: 38 company fields + 23 review fields, more than any other Clutch scraper
• ⭐ Full review detail: Background, challenge, solution, and results sections extracted in full, unique to this scraper
• 🤖 AI review insights: Clutch's AI-generated top mentions and highlights for each company
• 🏢 All office locations: Every company office with address, phone, and headcount
• 🏛️ Legal & credit data: Business entity registration and Creditsafe credit risk assessment
• 🎬 Company video: YouTube/Vimeo embed URL when available
• 🗂️ Service line metadata: Group, slug, and Clutch page URL for each service, ideal for category analysis
• 💼 Portfolio projects: Extract the company's case study portfolio with project details

🎯 Use cases

Industry	Application
Procurement	Find and vet software development or marketing agencies before hiring
Market Research	Analyze the competitive landscape for digital agencies in your region
Lead Generation	Build a list of qualified agencies with contact info, phone, and website
Investment	Research the agency market, size, pricing, legal status, and credit risk
Directory Building	Create a curated list of top agencies by category or location
Benchmarking	Compare hourly rates, team sizes, and ratings across categories
Review Analysis	Aggregate full review text (background, challenge, solution, results) for AI analysis
Sentiment Analysis	Use AI-generated review highlights and top mentions per company

📥 Input parameters

URL Scraping

Parameter	Type	Description
startUrls	array	Clutch.co category or profile page URLs to scrape

Supported URL formats:

• Category pages: https://clutch.co/agencies/digital-marketing
• Country/region pages: https://clutch.co/us/agencies/digital-marketing
• Profile pages: https://clutch.co/profile/webfx

Search

Parameter	Type	Description
searches	array	Keywords to search on Clutch.co (e.g. "SEO agency", "React developers")

Limits

Parameter	Type	Default	Description
maxItems	integer	100	Maximum number of companies to extract
maxPages	integer	10	Maximum listing pages to scrape per URL

Options

Parameter	Type	Default	Description
includeDetails	boolean	false	Visit each company's profile page for tagline, description, social links, year founded, website, service lines, audience charts, locations, legal entity, credit report, languages, video URL, and AI review insights. Each profile visit counts as one additional result
includeReviews	boolean	false	Extract client reviews with full text: background, challenge, solution, results, ratings, reviewer details, and project info. Each review page counts as one additional result
maxReviewPages	integer	3	How many review pages to fetch per company (~11 reviews per page). Only used when includeReviews is enabled
includePortfolio	boolean	false	Extract the company's portfolio (case studies) with title, services, client, project size, and description
includePortfolioDetails	boolean	false	Visit each portfolio item's page for the full project description. Requires includePortfolio: true

Advanced

Parameter	Type	Default	Description
requestTimeout	integer	60	HTTP request timeout in seconds
debugMode	boolean	false	Enable verbose logging

📊 Output data

Company example

{
  "id": "33049",
  "slug": "webfx",
  "url": "https://clutch.co/profile/webfx",
  "name": "WebFX",
  "logoUrl": "https://img.shgstatic.com/clutch-static-prod/image/scale/50x50/s3fs-public/logos/webfx.jpg",
  "rating": 4.9,
  "reviewCount": 441,
  "minProjectSize": "$1,000+",
  "hourlyRate": "Undisclosed",
  "employees": "401 - 500",
  "yearFounded": "1995",
  "isPremier": true,
  "isVerified": true,
  "phone": "888-601-5359",
  "website": "https://www.webfx.com",
  "city": "Harrisburg",
  "state": "PA",
  "country": "United States",
  "address": "1705 N Front St",
  "postalCode": "17102",
  "tagline": "Digital Marketing That Drives Revenue®",
  "description": "WebFX is a full-service Internet marketing agency...",
  "socialLinks": [
    { "platform": "linkedin", "url": "https://www.linkedin.com/company/webfx" },
    { "platform": "x", "url": "https://twitter.com/webfx" }
  ],
  "services": [
    { "name": "Search Engine Optimization", "percent": 70 },
    { "name": "Pay Per Click", "percent": 10 }
  ],
  "serviceLines": [
    {
      "name": "Search Engine Optimization",
      "slug": "field_pp_sl_seo",
      "group": "group_pp_group_dm",
      "groupName": "Digital marketing",
      "mainPageUrl": "seo-firms",
      "mainPageCanonicalId": 1012000000000,
      "percent": 70
    }
  ],
  "chartPie": {
    "serviceProvided": {
      "legendTitle": "Service Lines",
      "slices": [
        { "name": "Search Engine Optimization", "percent": 70, "url": "https://clutch.co/seo-firms" }
      ]
    },
    "focus": {
      "legendTitle": "Focus",
      "charts": {
        "group_pp_seo_group": {
          "legendTitle": "SEO Focus",
          "slices": [
            { "name": "On site optimization", "percent": 30 }
          ]
        }
      }
    },
    "industries": {
      "legendTitle": "Industries",
      "slices": [
        { "name": "Business services", "percent": 15 },
        { "name": "Manufacturing", "percent": 15 }
      ]
    },
    "clients": {
      "legendTitle": "Clients",
      "slices": [
        { "name": "Midmarket ($10M - $1B)", "percent": 50 }
      ]
    }
  },
  "locations": [
    {
      "isHeadquarters": true,
      "isVerified": true,
      "name": "Headquarters",
      "address": "1705 N Front St",
      "city": "Harrisburg",
      "state": "PA",
      "country": "United States",
      "postalCode": "17102",
      "phone": "888-601-5359",
      "employees": "401 - 500"
    }
  ],
  "businessEntity": {
    "name": "WebFX, Inc.",
    "source": "Creditsafe",
    "jurisdiction": "Pennsylvania, United States",
    "dateOfFormation": "1996-01-01",
    "status": "Active",
    "lastUpdated": "January 2, 2025"
  },
  "creditReport": {
    "riskAssessment": "Low Risk",
    "source": "Creditsafe",
    "lastUpdated": "September 29, 2020"
  },
  "languages": ["English"],
  "videoUrl": "https://www.youtube.com/embed/IEqcVXJePNc",
  "reviewInsights": {
    "topMentions": [
      { "name": "Communicative", "count": 37 },
      { "name": "Knowledgeable", "count": 29 }
    ],
    "highlights": [
      {
        "title": "Proactive communication",
        "description": "Clients consistently praise WebFX for their proactive communication and regular reporting."
      }
    ]
  },
  "reviews": [
    {
      "id": "213001",
      "title": "SEO Strategy for Luxury Architectural Products Company",
      "rating": 5.0,
      "metrics": {
        "quality": 5.0,
        "schedule": 5.0,
        "cost": 5.0,
        "willingToRefer": 5.0
      },
      "quote": "They have skillfully mastered the art of keeping clients informed.",
      "summary": "WebFX provides SEO services for an architectural products company...",
      "feedback": "The client has seen a surge in website traffic...",
      "background": "I am the CEO of Jonite. Our company manufactures luxury architectural products.",
      "challenge": "Increase organic traffic by at least 20%. Increase conversion rate.",
      "solution": "WebFX provided SEO and content marketing services including keyword research and link building.",
      "results": "The partnership with WebFX brought about a noticeable improvement in organic traffic.",
      "date": "Jun 30, 2023",
      "isFeatured": false,
      "isVerified": true,
      "reviewerName": "Lexter Chen",
      "reviewerPosition": "CEO, Jonite",
      "reviewerIndustry": "Manufacturing",
      "reviewerLocation": "Singapore",
      "reviewerClientSize": "51-200 Employees",
      "reviewType": "Online Review",
      "projectServices": ["Search Engine Optimization"],
      "projectSize": "Confidential",
      "projectLength": "Jan. 2022 - Ongoing"
    }
  ],
  "rank": 1,
  "scrapedAt": "2026-02-28T10:00:00Z",
  "dataType": "company"
}

🗂️ Data fields

Company fields

Category	Fields	Requires
Identity	id, slug, url, name, logoUrl, rank	listing or profile URL
Ratings	rating, reviewCount	listing or profile URL
Pricing	minProjectSize, hourlyRate	listing or profile URL
Company Info	employees, yearFounded, isPremier, isVerified	listing or profile URL
Contact	phone, website	listing or profile URL
Location (HQ)	city, state, country, address, postalCode	listing or profile URL
Services	services[] (name + percent)	listing or profile URL
Tagline & Description	tagline, description	includeDetails: true
Social Links	socialLinks[] (platform + url)	includeDetails: true
Service Lines	serviceLines[] (slug, group, groupName, mainPageUrl, percent)	includeDetails: true
Audience Charts	chartPie (serviceProvided, focus, industries, clients)	includeDetails: true
All Locations	locations[] (address, phone, employees per office)	includeDetails: true
Legal Entity	businessEntity (name, jurisdiction, formation date, status)	includeDetails: true
Credit Report	creditReport (riskAssessment, source, lastUpdated)	includeDetails: true
Languages	languages[]	includeDetails: true
Video	videoUrl (YouTube/Vimeo embed)	includeDetails: true
AI Review Insights	reviewInsights (topMentions, highlights)	includeDetails: true
Portfolio	portfolio[] (title, services, client, projectSize, description)	includePortfolio: true
Reviews	reviews[]	includeReviews: true

Review fields

Category	Fields
Identity	id, title
Ratings	rating, metrics (quality, schedule, cost, willingToRefer)
Text	quote, summary, feedback
Full Detail	background, challenge, solution, results
Meta	date, isFeatured, isVerified
Reviewer	reviewerName, reviewerPosition, reviewerIndustry, reviewerLocation, reviewerClientSize, reviewType
Project	projectServices[], projectSize, projectLength

🚀 Examples

Scrape a category listing

{
  "startUrls": [
    { "url": "https://clutch.co/agencies/digital-marketing" }
  ],
  "maxItems": 100,
  "maxPages": 2
}

Scrape with full profile details

{
  "startUrls": [
    { "url": "https://clutch.co/agencies/digital-marketing" }
  ],
  "maxItems": 50,
  "includeDetails": true,
  "includeReviews": true,
  "maxReviewPages": 2
}

Scrape a specific company profile

{
  "startUrls": [
    { "url": "https://clutch.co/profile/webfx" }
  ],
  "includeDetails": true,
  "includeReviews": true,
  "maxReviewPages": 5,
  "includePortfolio": true
}

Scrape agencies in a specific country

{
  "startUrls": [
    { "url": "https://clutch.co/gb/agencies/digital-marketing" },
    { "url": "https://clutch.co/au/agencies/seo" }
  ],
  "maxItems": 200,
  "includeDetails": true
}

Search by keyword

{
  "searches": ["React Native developers", "e-commerce SEO agency"],
  "maxItems": 100,
  "maxPages": 3
}

💻 Integrations

Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_API_TOKEN")

run_input = {
    "startUrls": [{"url": "https://clutch.co/agencies/digital-marketing"}],
    "maxItems": 100,
    "maxPages": 2,
    "includeDetails": True,
    "includeReviews": True,
}

run = client.actor("silentflow/clutch-scraper-ppe").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["name"], item["rating"], item["hourlyRate"])

JavaScript

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_API_TOKEN' });

const run = await client.actor('silentflow/clutch-scraper-ppe').call({
    startUrls: [{ url: 'https://clutch.co/agencies/digital-marketing' }],
    maxItems: 100,
    maxPages: 2,
    includeDetails: true,
    includeReviews: true,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach(({ name, rating, hourlyRate }) => {
    console.log(name, rating, hourlyRate);
});

📈 Performance & limits

Metric	Value
Companies per listing page	Up to 80
Typical speed (listing only)	~500 companies/minute
With includeDetails	~50–80 companies/minute
With includeDetails + includeReviews	~40–60 companies/minute
Reviews per page	~11 reviews
Proxies	Residential (included)
Pagination format	?page=N (Clutch native)

💡 Tips for best results

1. Start with a small test: Run with maxItems: 20 first to verify the output matches your needs
2. Enable profile details selectively: includeDetails: true fetches one extra request per company, enable only when you need the full dataset
3. Control review depth: Use maxReviewPages: 1 for a quick sample (~11 reviews), increase for full review history
4. Combine URL and search: Use startUrls for specific categories and searches for keyword-based discovery
5. Country pages: Use https://clutch.co/us/agencies/... or /gb/, /au/, /ca/, /in/ to filter by country
6. Paginate efficiently: Clutch shows up to 80 companies per page, maxPages: 25 gives up to 2,000 companies per URL

❓ FAQ

Q: What does "pay per result" mean? A: You are charged per company extracted, not per compute time. There are no charges for failed requests or empty pages.

Q: Are proxies included? A: Yes. Residential proxies are included in the per-result price, no separate proxy configuration needed.

Q: Do I need a Clutch.co account? A: No. All data is extracted from publicly visible pages, no login or account required.

Q: What is the difference between services and serviceLines? A: services comes from the listing page and contains name + percentage. serviceLines comes from the profile page and adds group, slug, and Clutch page URL for each service line. Requires includeDetails: true.

Q: What are background, challenge, solution, and results in reviews? A: These are the four detailed sections of each Clutch review, the full written content from the client. They give much deeper insight than the summary alone. Requires includeReviews: true.

Q: What is reviewInsights? A: Clutch's AI-generated analysis of the company's reviews: topMentions lists the most frequently mentioned keywords with their count, and highlights are AI-written insight bullets. Requires includeDetails: true.

Q: What is businessEntity and creditReport? A: When available, Clutch displays verified legal registration data and a Creditsafe credit risk assessment. These only appear for companies that have gone through Clutch's verification process, typically US-registered businesses.

Q: How many companies can I scrape from a single category? A: Clutch shows up to 80 companies per page. With maxPages: 25, you can extract up to 2,000 companies per category URL.

Q: Can I scrape agencies from a specific country? A: Yes. Use country-specific URLs such as https://clutch.co/us/agencies/digital-marketing or https://clutch.co/gb/agencies/seo.

Q: What happens if the scraper can't load a page? A: The scraper automatically retries. If all attempts fail, that page is skipped at no charge.

📬 Support

Need help or have a feature request? Contact us through the Apify platform.

Check out our other scrapers: SilentFlow on Apify