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💼 Clutch Reviews Scraper

This actor allows you to scrape client reviews from Clutch.co company profiles. It automatically handles pagination and extracts comprehensive review information including ratings, project details, reviewer information, and detailed feedback.

Features

• Profile-based Scraping: Extract all reviews from a company profile by providing the profile URL
• Automatic Pagination: Automatically navigates through all review pages until reaching the end or max items limit
• Comprehensive Review Data: Extract detailed information from each review including:
  • Review title and overall rating
  • Services provided
  • Project size and duration
  • Detailed ratings (Quality, Schedule, Cost, Willing to Refer)
  • Client quotes and feedback
  • Reviewer information (name, position, company details)
  • Verified status
  • Project background, challenges, solutions, and results
• Smart Deduplication: Automatically removes duplicate reviews based on review IDs
• Proxy Support: Configurable proxy settings for reliable scraping

Input Parameters

How to Get Profile URL

1. Go to Clutch.co
2. Search for a company
3. Navigate to the company's profile page
4. Copy the complete URL from your browser's address bar
5. The URL can include #reviews or not - the scraper will automatically add it if needed

Example profile URLs:

https://clutch.co/profile/leobit
https://clutch.co/profile/leobit#reviews
https://clutch.co/profile/your-company-name

Output

The output is a dataset of review objects, each containing:

• profileUrl: The original profile URL used
• id: Unique review identifier
• title: Review title
• services: Array of services provided (e.g., ["Custom Software Development", "Web Development"])
• projectSize: Project budget information
• projectLength: Project duration (e.g., "Feb. 2019 - Ongoing")
• rating: Overall rating (0-5)
• detailedRatings: Object with Quality, Schedule, Cost, and Willing to Refer scores
• quote: Client testimonial quote
• date: Review publication date
• reviewer: Object containing:
  • name: Reviewer's full name
  • position: Job title
  • industry: Company industry
  • location: Geographic location
  • clientSize: Company size (employee count)
  • reviewType: Type of review (e.g., "Online Review")
  • verified: Boolean indicating if reviewer is verified
• summary: Brief project summary
• feedback: Overall client feedback
• extra: Object containing:
  • background: Project background information
  • challenge: Challenges faced
  • solution: Solutions provided
  • results: Project results and outcomes
  • detailedRatings: Extended rating details
• scrapedAt: Timestamp of when the review was scraped

Example output:

[
{
"profileUrl":"https://clutch.co/profile/leobit#reviews",
"id":"review-featured",
"title":"App Development & Testing for Financial Services Co",
"services":[
"Application Testing",
"Custom Software Development",
"Web Development"
],
"projectSize":"Confidential",
"projectLength":"Feb. 2019 - Ongoing",
"rating":"5.0",
"detailedRatings":{
"Quality":"5.0",
"Schedule":"5.0",
"Cost":"5.0",
"Willing to Refer":"5.0"
},
"quote":"\"Leobit has continually shown a willingness to provide flexible coverage and team scalability.\"",
"date":"Nov 28, 2023",
"reviewer":{
"name":"Michael Gerety",
"position":"VP of App Development, American Financial Resources, Inc.",
"industry":"Financial services",
"location":"Parsippany, New Jersey",
"clientSize":"51-200 Employees",
"reviewType":"Online Review",
"verified":true
},
"summary":"A financial services company has hired Leobit for app development and testing...",
"feedback":"Leobit has successfully delivered high-quality products with swift implementation...",
"extra":{
"background":"BACKGROUND Please describe your company and position...",
"challenge":"OPPORTUNITY / CHALLENGE What specific goals or objectives...",
"solution":"SOLUTION How did you find Leobit?...",
"results":"RESULTS & FEEDBACK What were the measurable outcomes...",
"detailedRatings":{
"Quality":"5.0",
"Schedule":"5.0",
"Cost":"5.0",
"Willing to Refer":"5.0"
}
},
"scrapedAt":"2025-11-07T07:00:26.156Z"
}
]

Use Cases

• Competitive analysis and market research
• Lead generation and client prospecting
• Reputation monitoring
• Service quality assessment
• Portfolio and case study research
• Industry trend analysis
• Client satisfaction tracking
• Vendor evaluation and selection

Notes

• Results are saved incrementally as they are found
• All timestamps are in ISO 8601 format
• Verified reviews are marked with verified: true
• Project sizes may be marked as "Confidential"
• Ratings are on a 0-5 scale
• Some reviews may not have all extra sections (background, challenge, solution, results)

Tips for Best Results

• Use residential proxies for better reliability
• For companies with many reviews, consider setting a maxItems limit
• Check the profile page manually first to ensure it has reviews
• The scraper automatically adds #reviews to the URL if not present

Start scraping Clutch reviews today!