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Clutch.co Scraper — Extract Agency Data at Scale

The most reliable Clutch.co scraper and Clutch.co API alternative on Apify. Extract structured data from Clutch.co agency listings — company name, website, rating, reviews, pricing, employee count, location, services, and more. No coding required.

What is Clutch.co?

Clutch.co is the world's largest B2B ratings and reviews platform, listing 250,000+ agencies across web development, mobile apps, SEO, marketing, design, and IT services. It's the go-to agency directory for businesses evaluating service providers — and a goldmine of structured B2B data.

Clutch.co does not offer a public API, so this actor provides the only scalable way to extract agency directory data programmatically. Think of it as a Clutch.co API that returns clean, structured JSON.

Why Use This Clutch.co Scraper?

• 🔍 Category filtering — scrape any Clutch.co directory (web developers, SEO firms, mobile app developers, PPC agencies, and dozens more)
• 📍 Location filtering — narrow results by city, state, or country
• 📊 Rich data extraction — ratings, reviews, pricing, services breakdown, verification status
• 🛡️ Cloudflare bypass — uses Playwright with fingerprinting to reliably handle anti-bot protection
• ⚡ Pagination support — scrape multiple pages with configurable start/end
• 🔄 Always up-to-date — maintained against Clutch.co's latest site structure

Use Cases

Lead Generation & Sales Prospecting

Build targeted lists of web development agencies, marketing firms, or any B2B service provider. Filter by location and category to find exactly the companies you want to reach. Export to CSV and load into your CRM.

Competitor Analysis

Track your competitors' Clutch.co profiles — monitor their ratings, review counts, pricing changes, and service offerings over time. Benchmark your agency against others in the same category and location.

Market Research

Analyze the web development agencies data landscape: average hourly rates by region, most common service combinations, rating distributions, and market saturation by city. Build reports that inform your go-to-market strategy.

Agency Aggregation & Directories

Power your own agency directory or comparison tool with fresh data from Clutch.co. Build "top agencies" content pages backed by real data.

Investment & M&A Research

Screen agencies by size, rating, and specialty for acquisition targets or partnership opportunities.

Input

How to Use

1. Pick a category — Browse Clutch.co and copy the category slug from the URL. For example, https://clutch.co/web-developers → use web-developers.
2. Set a location (optional) — Add a location slug like new-york or california to filter geographically.
3. Choose page range — Each page has ~30 results. Set maxPages to control volume.
4. Run the actor — Click "Start" or call via the Apify API.
5. Export results — Download as JSON, CSV, or Excel from the dataset tab. Or integrate directly via the Apify API.

Common Categories

Location Examples

• US Cities: new-york, los-angeles, chicago, miami, san-francisco
• US States: california, texas, florida, new-york-state
• UK: uk/england/london, uk/scotland/edinburgh
• Global: india, ukraine, poland, brazil

Output Example

Each result contains structured data about one agency:

{
"name":"Company Name",
"profileUrl":"https://clutch.co/profile/company-name",
"websiteUrl":"https://company-website.com",
"rating":4.8,
"reviewsCount":123,
"minProjectSize":"$5,000+",
"hourlyRate":"$25 - $49 / hr",
"employees":"50 - 249",
"location":"New York, NY",
"services":["50% Web Development","40% E-Commerce Development","10% Custom Software Development"],
"description":"Company description text...",
"isVerified":true,
"isSponsored":false,
"sourceUrl":"https://clutch.co/web-developers"
}

Output Fields

Comparison: This Scraper vs Alternatives

vs Manual Scraping / Copy-Paste

Manually browsing Clutch.co and copying data into spreadsheets is tedious, error-prone, and doesn't scale. This actor extracts thousands of listings in minutes with zero manual effort.

vs Building Your Own Scraper

Clutch.co uses Cloudflare protection that blocks simple HTTP scrapers. Building and maintaining a scraper that handles fingerprinting, browser automation, and site changes is a significant engineering investment. This actor handles all of that out of the box.

vs Clutch.co's Own Data

Clutch.co does not offer a public API or data export. Their data is locked behind the website. This actor is the closest thing to a Clutch.co API — structured, programmatic access to the same data.

vs Other Apify Scrapers

This actor is purpose-built for Clutch.co with reliable Cloudflare bypass, clean data extraction, and active maintenance. Generic scrapers often fail on Clutch.co's anti-bot protection.

FAQ

How much data can I scrape? Each page returns ~30 results. With maxPages: 100, you can extract ~3,000 agencies per category/location combination. Most categories have 50–500 pages of results.

How often is Clutch.co data updated? Clutch.co updates profiles continuously as companies receive new reviews. Run this actor weekly or monthly to keep your data fresh.

Does this work with all Clutch.co categories? Yes — any category visible on Clutch.co can be scraped by using the URL slug. This includes all service categories, industry verticals, and subcategories.

Can I filter by rating or review count? The actor scrapes all listings in a category. You can filter the output dataset by rating, review count, or any other field using Apify's dataset API or by post-processing the results.

Is this legal? This actor scrapes publicly available data from Clutch.co. The data is visible to anyone browsing the site. Please use responsibly and in accordance with applicable laws and Clutch.co's Terms of Service.

Can I integrate this with my CRM? Yes. Export results as CSV and import into any CRM, or use the Apify API to integrate directly with Salesforce, HubSpot, Pipedrive, Google Sheets, Zapier, Make, and more.

What if Clutch.co changes their website? We actively maintain this actor. If Clutch.co updates their site structure, we push fixes quickly. If you encounter issues, please open an issue.

Pricing

• $5.00 per 1,000 results
• $0.01 per actor start

Scraping 5 pages (~150 results) costs approximately $0.76.

Related Actors

• Website Company Enricher — Enrich the agency websites you scrape from Clutch.co with emails, phone numbers, social links, tech stack, and more. A free Clearbit alternative that pairs perfectly with this scraper.
• Florida Business Leads — Get 1,000+ fresh Florida LLC and corporation filings daily from Sunbiz. Great for B2B lead generation alongside Clutch data.

Legal Disclaimer

This actor scrapes publicly available data from Clutch.co. Users are responsible for ensuring their use complies with Clutch.co's Terms of Service and all applicable laws. Consider rate limiting for large scraping jobs.