Clutch Scraper — B2B Agency Profiles, Ratings, Rates & Leads

Scrape Clutch.co agencies and B2B service providers at scale and export name, rating, review count, location, minimum project size, hourly rate, employee range and profile link as structured data. Point the Actor at any Clutch directory and get clean JSON, CSV, Excel or XML — no login and no API key. Built for lead generation, agency shortlists and market research.

What does Clutch Scraper do?

Clutch Scraper is a crawler that extracts agency and service-provider listings from Clutch.co directories. Give it one or more category paths and it collects every agency profile across the pages — ratings, reviews, budget signals, size and location — then exports the data points to a dataset you can download or pull through the API.

What data can you scrape from Clutch?

Data point	Description
Agency name & ID	Company name and its Clutch identifier
Category	The Clutch directory the agency was found in
Tagline	Short agency description
Rating & reviews	Star rating and total review count
Budget signals	Minimum project size and hourly-rate band
Company size	Employee range
Location	Agency headquarters location
Links	Clutch profile URL and agency website

What you get

One record per agency:

{
  "category": "agencies/digital-marketing",
  "clutchId": "1234567",
  "name": "Ignite Visibility",
  "profileUrl": "https://clutch.co/profile/ignite-visibility",
  "tagline": "Digital marketing that drives revenue",
  "rating": 4.9,
  "reviewCount": 130,
  "minProjectSize": "$1,000+",
  "hourlyRate": "$100 - $149 / hr",
  "employees": "250 - 999",
  "location": "San Diego, CA",
  "website": "https://ignitevisibility.com"
}

Output schema

Field	Type	Description
category	string	The Clutch directory path the agency was scraped from.
clutchId	string	Unique Clutch identifier for the agency.
name	string	Agency name.
profileUrl	string (URL)	Link to the agency's Clutch profile.
tagline	string	Short agency description or tagline.
rating	number	Average star rating on Clutch.
reviewCount	integer	Total number of client reviews.
minProjectSize	string	Minimum project size band, e.g. $1,000+.
hourlyRate	string	Hourly-rate band, e.g. $100 - $149 / hr.
employees	string	Employee-count range, e.g. 250 - 999.
location	string	Agency headquarters location.
website	string	Agency's own website URL.

Use cases

• Lead generation — build qualified agency lists filtered by budget and size.
• Competitor research — benchmark ratings, reviews and pricing across a category.
• Market analysis — map the agency landscape in any service vertical.
• Partnerships & sourcing — shortlist vendors by location, rate and reviews.
• Sales enrichment — feed agency websites into contact tools to add emails.
• Datasets — assemble structured directories for research and dashboards.

How to scrape Clutch data

1. Add Clutch Scraper to your Apify account and open the input.
2. Enter one or more categories — Clutch directory paths like agencies/digital-marketing or web-developers.
3. Set maxPagesPerCategory and maxItems to control how many agencies you collect.
4. Click Run and watch agency profiles stream into the dataset.
5. Export the results as JSON, CSV, Excel or XML, or pull them through the Apify API.

Input

{
  "categories": ["agencies/digital-marketing", "web-developers"],
  "maxPagesPerCategory": 5,
  "maxItems": 0
}

Field	Description
categories	Clutch directory paths or URLs (e.g. agencies/digital-marketing, web-developers). One per line.
maxPagesPerCategory	Pages of ~100 agencies each per category.
maxItems	Global cap on results (0 = all).
proxyConfiguration	Residential by default.

Need more B2B and lead data?

• GoodFirms Scraper
• G2 Scraper
• Trustpilot Reviews Scraper
• Europages Scraper
• Website Contact Scraper

FAQ

Do I need an API key or Clutch account? No. There's no login and no API key — just pass Clutch directory paths and run.

How many agencies can I get per run? Each category page holds roughly 100 agencies; set maxPagesPerCategory to pull hundreds per category, and maxItems to cap the total (0 = all). Pass multiple categories in one run.

Does it collect emails or contact info? No. It returns agency profile fields, but not emails. To add contact details, feed the agency websites to the Website Contact Scraper.

What export formats are supported? JSON, CSV, Excel and XML, plus programmatic access via the Apify API.

Can Clutch Scraper connect to my other tools? The Clutch Scraper can be connected with almost any cloud service or web app thanks to integrations on the Apify platform. It works with Make, Zapier, Slack, Airbyte, GitHub, Google Drive and many more, plus the Apify API, JavaScript/Python clients and MCP. Or use webhooks to trigger an action whenever a run finishes.

Is scraping Clutch legal? The Actor collects only publicly listed directory data — the same profiles any visitor sees. You are responsible for complying with Clutch's terms and applicable laws.

Related Actors

• Google Maps Email Extractor
• Google Maps Scraper
• BBB Scraper
• Houzz Scraper

Notes

Original clean-room implementation. Returns only public data; you are responsible for compliance with Clutch's terms. Not affiliated with Clutch.