⭐ Clutch Reviews Scraper

🚀 Export verified client reviews from any Clutch.co agency or company profile in seconds. No account required. Outputs structured JSON, CSV, Excel, or XML - ready for analysis, comparison, or CRM import.

🕒 Last updated: 2026-05-13 · 📊 12 fields per record · Up to 1,000,000 reviews · Any Clutch.co profile

The Clutch Reviews Scraper collects all publicly available client reviews from any agency or company profile on Clutch.co. Each record contains the reviewer's name and job title, their company, the overall rating, a full review text, project type, budget size, and review date - everything you need to benchmark vendors, monitor competitors, or build reputation dashboards.

Clutch.co hosts verified reviews from real clients across thousands of agencies worldwide - covering software development, design, marketing, consulting, and more. This scraper gives you programmatic access to that dataset without manual copy-paste or browser sessions.

🎯 Target Audience	💡 Primary Use Cases
B2B Buyers & Procurement Teams	Compare agencies before signing contracts
Marketing & PR Agencies	Monitor brand sentiment and competitive positioning
Analysts & Market Researchers	Build datasets for vendor benchmarking
SaaS & Platform Developers	Enrich directories with live review feeds
Reputation Management Firms	Track client feedback and rating trends
Investment & Due Diligence Teams	Validate agency reputation during M&A

📋 What the Clutch Reviews Scraper does

• Navigates to any Clutch.co company or agency profile URL you provide
• Paginates through all review pages automatically (10 reviews per page)
• Extracts reviewer name, job title, company, rating, review title, and full review text
• Captures project type (services rendered), project budget size, and review date
• Respects maxItems to let you control output volume
• Outputs clean, structured data with no null fields
• Works on any public Clutch.co profile - no login required

💡 Why it matters: Clutch reviews are verified and interview-based, making them more trustworthy than anonymous review platforms. Programmatic access unlocks vendor analysis at scale.

🎬 Full Demo

🚧 Coming soon

⚙️ Input

Field	Type	Required	Description
companyUrl	String	Yes	Full URL of the Clutch.co company profile (e.g. https://clutch.co/profile/toptal)
maxItems	Integer	No	Maximum number of reviews to collect. Free: limited to 10. Paid: up to 1,000,000

Example - Scrape first 50 reviews from a specific agency:

{
  "companyUrl": "https://clutch.co/profile/toptal",
  "maxItems": 50
}

Example - Collect all reviews (paid users):

{
  "companyUrl": "https://clutch.co/profile/bairesdev",
  "maxItems": 1000000
}

⚠️ Good to Know: The companyUrl must be a direct Clutch.co profile URL - format: https://clutch.co/profile/{company-slug}. Free users are automatically limited to 10 reviews. Paid users can collect up to 1,000,000.

📊 Output

Field	Type	Description
👤 reviewerName	String	Full name of the reviewer (or "Anonymous")
💼 reviewerTitle	String	Job title of the reviewer
🏢 reviewerCompany	String	Company where the reviewer works
⭐ rating	Number	Overall rating (0-5 scale)
📌 reviewTitle	String	Title of the review / project name
💬 reviewText	String	Full review body text
🏷️ projectType	String	Services rendered (e.g. "Custom Software Development, Staffing")
💰 projectSize	String	Budget range (e.g. "$10,000 to $49,999")
📅 reviewDate	String	Date the review was published
🏭 companyName	String	Name of the Clutch.co company being reviewed
🔗 companyUrl	String	URL of the Clutch.co profile scraped
🕒 scrapedAt	String	ISO 8601 timestamp of when the record was collected

Sample output (3 real records):

[
  {
    "reviewerName": "Anonymous",
    "reviewerTitle": "Fundraiser",
    "reviewerCompany": "Personal Studio",
    "rating": 4,
    "reviewTitle": "Financial Consulting for Personal Studio",
    "reviewText": "An independent video game development studio hired Toptal to provide financial consulting services. Toptal provided a specialist to create the financial model and pitch for the client's business. The client was impressed with Toptal's specialist and satisfied with their work. Their promptness, professionalism, and knowledge ensured a smooth and friendly process. Moreover, they communicated well through emails and Google Meet and stood out for their transparent and straightforward service.",
    "projectType": "Business Consulting",
    "projectSize": "Less than $10,000",
    "reviewDate": "Apr 19, 2024",
    "companyName": "Toptal",
    "companyUrl": "https://clutch.co/profile/toptal",
    "scrapedAt": "2026-05-13T21:45:00.748Z"
  },
  {
    "reviewerName": "Anonymous",
    "reviewerTitle": "Founder",
    "reviewerCompany": "Decentralized Autonomous Organization",
    "rating": 5,
    "reviewTitle": "Blockchain Dev for Decentralized Autonomous Organization",
    "reviewText": "A decentralized autonomous organization hired Toptal to provide blockchain development services. The team created smart contracts and helped with frontend design using JavaScript, HTML, and Cloudflare. Thanks to Toptal's efforts, the client went from zero to 10 community members. The team communicated excellently through Google Meet, emails, and videos to show progress. Overall, they were attentive to the client's needs and quick to make changes when needed. Customers can expect great service.",
    "projectType": "Blockchain, Other Application Development",
    "projectSize": "$10,000 to $49,999",
    "reviewDate": "Apr 5, 2024",
    "companyName": "Toptal",
    "companyUrl": "https://clutch.co/profile/toptal",
    "scrapedAt": "2026-05-13T21:45:00.748Z"
  },
  {
    "reviewerName": "Stephanie Starr",
    "reviewerTitle": "Director of Education",
    "reviewerCompany": "Nonprofit Organization",
    "rating": 5,
    "reviewTitle": "Staff Augmentation & Custom Software Dev for Nonprofit Org",
    "reviewText": "Toptal provided staff augmentation and software development services for a nonprofit organization. Toptal paired a developer with the client who created interactive quizzes and exercises for an online course. Toptal's work helped the client create an engaging and interactive experience for their online course. The team showcased an impressive ability to listen to needs and presented a perfect match for the client. Toptal met deadlines and had excellent communication via email, Zoom, and Slack.",
    "projectType": "Custom Software Development, Staffing",
    "projectSize": "$10,000 to $49,999",
    "reviewDate": "Mar 28, 2024",
    "companyName": "Toptal",
    "companyUrl": "https://clutch.co/profile/toptal",
    "scrapedAt": "2026-05-13T21:45:00.748Z"
  }
]

✨ Why choose this Actor

Feature	Benefit
🔍 Full review text	Gets complete interview-style reviews, not just snippets
🏷️ Project metadata	Captures service type and budget - not just rating and text
📄 Automatic pagination	Scrapes all pages without extra configuration
🌐 No login required	Works on all public profiles out of the box
💾 Multiple export formats	CSV, Excel, JSON, XML - pick what works for your workflow
🔗 Profile-level targeting	Point at any Clutch.co company URL
🛡️ Bot-resistant	Uses stealth browser with residential proxy - works reliably

📈 How it compares to alternatives

Feature	Clutch Reviews Scraper	Manual copy-paste	Generic scraper
Full review text	Yes	Yes (slow)	Partial
Project type + budget	Yes	Sometimes	Rarely
Automatic pagination	Yes	No	Sometimes
Structured output	Yes	No	No
Export formats	JSON, CSV, Excel, XML	None	Varies
Speed	Fast	Very slow	Varies
Maintenance	Managed	None	Self-maintained

🚀 How to use

1. Create a free account with $5 credit on Apify
2. Open the Clutch Reviews Scraper actor
3. Paste the Clutch.co company profile URL into the companyUrl field
4. Set maxItems (optional - leave blank for all reviews)
5. Click Start and wait for the run to finish
6. Download your dataset as JSON, CSV, Excel, or XML

💼 Business use cases

Vendor Due Diligence

Before signing an agency contract, pull all their Clutch reviews and analyze rating distribution, project budget ranges, and service types. Filter by date to see recent trend. Use this to negotiate SLAs or compare 3 finalists side by side.

Use case	Value
Compare multiple agencies	Standardized data across profiles
Filter by project type	Find reviewers with similar scope
Audit recent ratings	Spot quality decline early
Export for scoring model	Feed into vendor scoring tools

Competitive Intelligence

Monitor competitor agency profiles on Clutch. Track when new reviews land, what clients say, and how ratings move over time. Feed data into dashboards to alert your sales team when a competitor's score drops.

Use case	Value
Competitor review tracking	Know their strengths and weaknesses
Market positioning	Identify service gaps competitors miss
Sales battlecard data	Real client quotes from competitor clients
Trend alerting	Set up scheduled runs to detect rating changes

Reputation Management

Track your own agency's reviews on Clutch automatically. Push new reviews into Slack, a CRM, or a database. Flag negative reviews for immediate response.

Use case	Value
New review alerts	React to negative feedback fast
Review archival	Keep your own history independent of Clutch
CRM enrichment	Log client feedback alongside deal records
NPS reporting	Aggregate ratings for exec dashboards

Market Research & Analysis

Build datasets of agencies in a specific vertical (e.g., all AI development firms on Clutch). Analyze pricing ranges, service mix, and client industries across hundreds of profiles.

Use case	Value
Market sizing	Count agencies by service category
Pricing benchmarks	Analyze project budget distributions
Industry analysis	Map agency client industries
Academic research	Verified B2B review dataset

🔌 Automating Clutch Reviews Scraper

Connect this actor to your workflow with no code needed:

• Make (Integromat) - Schedule weekly runs and send new reviews to Google Sheets or Airtable
• Zapier - Trigger on dataset completion and push records to HubSpot or Notion
• Slack - Alert your team when new reviews appear for a tracked agency
• Google Sheets - Auto-refresh a spreadsheet with latest competitor reviews
• Webhooks - POST review data to any internal endpoint when a run finishes

The Apify API gives you full programmatic control - trigger runs, poll status, and download results in any format.

🌟 Beyond business use cases

Research & Academia

Clutch review data is uniquely valuable for studying B2B service quality, client satisfaction patterns, and agency performance across industries. The dataset includes reviewer job titles and company types - enabling segmentation unavailable in most other review platforms.

Freelancer Portfolio Research

Independent consultants can use review data to understand what clients in their target vertical value most - communication, deadlines, cost - and position their services accordingly.

Nonprofit & Education

Business school programs studying professional services markets can use this data to teach vendor evaluation, market analysis, and data-driven procurement strategies.

Personal Curiosity

Want to know if a specific agency is really as good as their rating suggests? Pull all their reviews, read the full texts, and make your own informed judgment before engaging.

🤖 Ask an AI assistant about this scraper

Use your AI assistant to explore and analyze the data you collect:

• Ask ChatGPT - "Summarize the top themes in these Clutch reviews"
• Ask Claude - "Which agencies have the most consistent 5-star ratings?"
• Ask Perplexity - "What do clients say about project management quality?"
• Ask Copilot - "Flag all reviews mentioning communication issues"

Export as JSON, paste into your AI of choice, and get instant insights.

❓ Frequently Asked Questions

❓ Does this require a Clutch.co account? No. The scraper works entirely on public profile pages - no login, no API key, no subscription required.

❓ How many reviews can I collect? Free users: up to 10 reviews per run. Paid Apify users: up to 1,000,000 reviews per run (limited by what's available on the profile).

❓ How do I find a company's Clutch.co profile URL? Search for the company on clutch.co. The profile URL follows the format https://clutch.co/profile/{company-slug}. Copy it directly from your browser.

❓ Does it scrape the full review text or just the summary? Both. Clutch shows a short highlight quote on the card and a full interview-style review below. This scraper captures the full text where available, falling back to the highlight quote.

❓ What does "Anonymous" mean for reviewerName? Some reviewers on Clutch choose to remain anonymous. When the reviewer name is not disclosed, the field contains "Anonymous".

❓ What is the projectSize field? Clutch allows clients to disclose the project budget in ranges (e.g. "$10,000 to $49,999", "Less than $10,000", "Confidential"). This scraper captures that value exactly as displayed.

❓ Can I scrape multiple company profiles in one run? The current version accepts one company URL per run. To scrape multiple profiles, start separate runs or use the Apify Scheduler to queue them.

❓ How fresh is the data? The scraper fetches live data directly from Clutch.co every time it runs - you always get the most current reviews available on the page.

❓ Is this actor maintained? Yes. ParseForge monitors all actors for structural changes on source sites and pushes updates when needed.

❓ Can I use this for competitor monitoring on a schedule? Yes. Use Apify Scheduler to run this actor daily or weekly on competitor profiles, then connect to a spreadsheet or dashboard via Make or Zapier.

❓ What export formats are available? JSON, CSV, Excel (XLSX), and XML - all downloadable directly from the Apify dataset viewer.

❓ Does the scraper handle pagination automatically? Yes. It automatically iterates through all review pages on the profile until maxItems is reached or all reviews are collected.

🔌 Integrate with any app

Connect your Clutch review data to the tools you already use:

Google Sheets - Airtable - Notion - HubSpot - Salesforce - Slack - Microsoft Teams - Zapier - Make (Integromat) - n8n - Power BI - Tableau - Looker Studio - Snowflake - BigQuery - PostgreSQL - MongoDB - AWS S3 - Google Cloud Storage - REST APIs via Webhooks

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💡 Pro Tip: browse the complete ParseForge collection for scrapers covering 50+ review platforms, marketplaces, and business directories.

🆘 Need Help? Open our contact form

⚠️ Disclaimer: This is an independent tool and is not affiliated with, endorsed by, or connected to Clutch.co or its parent company. Only publicly available data is collected. Use responsibly and in accordance with Clutch.co's terms of service.