⭐ Clutch Reviews Scraper

🚀 Export verified client reviews from any Clutch.co agency profile in seconds. Filter by company URL, cap by run size, and stream structured records straight to JSON, CSV, Excel, or XML. No login, no API key, no copy-paste.

🕒 Last updated: 2026-05-22 · 📊 12 fields per record · Any Clutch.co profile · Up to 1,000,000 reviews per run · Interview-style review text included

Pull structured records from Clutch Reviews — clean fields ready as CSV, JSON, JSONL, Excel, or XML for downstream pipelines.

Copy to your AI assistant

Copy this block into ChatGPT, Claude, Cursor, or any LLM to start using this actor.

parseforge/clutch-reviews-scraper on Apify. Call: ApifyClient("TOKEN").actor("parseforge/clutch-reviews-scraper").call(run_input={...}), then client.dataset(run["defaultDatasetId"]).list_items().items for results. Key inputs: companyUrl (string, default "https://clutch.co/profile/toptal"), maxItems (integer, default 10). Full actor spec: fetch build via GET https://api.apify.com/v2/acts/parseforge~clutch-reviews-scraper (Bearer TOKEN). Get token: https://console.apify.com/account/integrations

The Clutch Reviews Scraper collects verified client reviews from a Clutch.co company or agency profile and returns them as structured records. Each row carries the reviewer's name and job title, their company, the overall rating, the full interview-style review body, the project type, the budget bucket, and the publish date. Pagination is automatic, so the scraper walks every review page on the profile without extra configuration.

Clutch.co hosts client interviews across software development, design, marketing, consulting, and other B2B services, with reviews verified by Clutch's research team. This actor lets you pull the same data Clutch shows on the page, but cleanly structured for analysis, vendor scoring, competitive monitoring, or reputation dashboards. Use it for one profile at a time, or schedule it across many to keep an always-current view of the agency landscape.

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

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📋 What the Clutch Reviews Scraper does

• 🔗 Profile-level targeting. Point the scraper at a Clutch.co company profile URL and it pulls every visible review.
• 📄 Automatic pagination. Walks all review pages (10 per page) until your maxItems cap is reached or the profile runs out.
• 💬 Full review body. Captures the interview-style review text, not just the highlight snippet shown on the card.
• 🏷️ Project metadata. Records project type and budget bucket so you can segment reviews by service line or contract size.
• 👤 Reviewer attribution. Pulls reviewer name (or "Anonymous"), job title, and company alongside each review.
• 💾 Multiple export formats. Outputs to JSON, CSV, Excel, or XML for direct loading into spreadsheets, databases, or BI tools.

Each record includes reviewer name and title, reviewer company, overall rating on a 5-point scale, review title, full review text, project type, project size, review date, the company name being reviewed, the profile URL, and a scrape timestamp.

💡 Why it matters: Clutch reviews are interview-based and verified by a research team, which makes them more trustworthy than self-posted reviews on open platforms. Programmatic access turns that quality dataset into something you can analyze at scale.

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🎬 Full Demo

🚧 Coming soon: a 3-minute walkthrough showing how to point the scraper at a Clutch.co profile, set maxItems, and load the dataset into a spreadsheet.

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⚙️ Input

Field	Type	Required	Description
companyUrl	String	Yes	Full URL of the Clutch.co company or agency profile page. Format: https://clutch.co/profile/{company-slug}
maxItems	Integer	No	Cap on the number of reviews to collect. Free users: limited to 10. Paid users: up to 1,000,000.

Example: scrape the first 50 reviews from a specific profile.

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

Example: collect every available review (paid users).

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

⚠️ Good to Know: companyUrl must be a direct profile URL, not a search result or category page. Free users are auto-capped at 10 reviews per run so you can preview the data before upgrading. Paid users can collect up to 1,000,000 reviews per run, subject to what is published on the profile.

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📊 Output

Every record is a single client review with reviewer, rating, full text, and project metadata.

🧾 Schema

Field	Type	Example
👤 reviewerName	String	"Stephanie Starr"
💼 reviewerTitle	String	"Director of Education"
🏢 reviewerCompany	String	"Nonprofit Organization"
⭐ rating	Number	5
📌 reviewTitle	String	"Staff Augmentation and Custom Software Dev"
💬 reviewText	String	"Toptal provided staff augmentation and software development services..."
🏷️ projectType	String	"Custom Software Development, Staffing"
💰 projectSize	String	"$10,000 to $49,999"
📅 reviewDate	String	"Mar 28, 2024"
🏭 companyName	String	"Toptal"
🔗 companyUrl	String	"https://clutch.co/profile/toptal"
🕒 scrapedAt	String	"2026-05-22T23:24:47.083Z"

📦 Sample records

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✨ Why choose this Actor

	Capability
💬	Full review body. Pulls the complete interview-style text, not just the snippet on the card.
🏷️	Project metadata. Captures service type and budget bucket, so segmentation by project size works out of the box.
📄	Automatic pagination. Walks every review page on the profile, no manual page param required.
🌐	No login required. Operates on public profile pages, no Clutch account, no API key.
💾	Multiple export formats. JSON, CSV, Excel (XLSX), and XML, all available from the dataset viewer.
🔗	Profile-level targeting. Point at any Clutch.co company URL, one profile per run.
🛡️	Stealth browser. Uses a stealth browser with residential proxy so the run stays reliable on Cloudflare-protected pages.

📊 Clutch hosts verified reviews across thousands of agencies. Pulling them programmatically turns a manual research workflow into a scheduled data feed.

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📈 How it compares to alternatives

Approach	Cost	Coverage	Refresh	Filters	Setup
⭐ Clutch Reviews Scraper (this Actor)	Pay per run	Any Clutch profile, all visible reviews	Live, per run	URL + maxItems	Paste profile URL
Manual copy-paste	Free	What you can read in a sitting	Stale immediately	None	Slow
Generic web scrapers	Mid	Variable, fragile selectors	Live	DIY	High maintenance
Paid review aggregator APIs	High monthly fee	Multi-source bundle	Live	Vendor-set	Contract required

For one profile here and there, manual works. For repeatable, structured pulls or scheduled monitoring, this scraper is the cheaper and more predictable path.

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🚀 How to use

1. 🆓 Sign up. Create a free Apify account with $5 credit, no card required.
2. 🔎 Open the actor. Navigate to the Clutch Reviews Scraper page in the Apify console.
3. 🔗 Paste a profile URL. Drop the Clutch.co profile URL into the companyUrl field.
4. 🎯 Set a cap. Optionally set maxItems to limit the run size. Leave blank to collect everything.
5. ▶️ Run and download. Click Start, wait for the run to finish, then download the dataset as JSON, CSV, Excel, or XML.

⏱️ Total time: Under a minute to start, results stream as the run progresses.

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💼 Business use cases

🏢 Vendor Due Diligence Pull every review for finalist agencies before signing Filter by project type to find reviewers with similar scope Audit recent ratings to spot quality decline Export to a vendor-scoring model	🎯 Competitive Intelligence Monitor competitor agency profiles on a schedule Track when new reviews land and what clients say Feed sales battlecards with real client quotes Alert on rating drops via Slack or webhook
⭐ Reputation Management Track your own Clutch profile automatically Push new reviews into Slack or a CRM Flag negative reviews for immediate response Keep an independent archive of your reviews	📊 Market Research and Analysis Build datasets of agencies in a target vertical Analyze pricing ranges and service mix across hundreds of profiles Map agency client industries Benchmark project budgets by service line

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🌟 Beyond business use cases

Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.

🎓 Research and academia Empirical datasets for papers, thesis work, and coursework Longitudinal studies tracking changes across snapshots Reproducible research with cited, versioned data pulls Classroom exercises on data analysis and ethical scraping	🎨 Personal and creative Side projects, portfolio demos, and indie app launches Data visualizations, dashboards, and infographics Content research for bloggers, YouTubers, and podcasters Hobbyist collections and personal trackers
🤝 Non-profit and civic Transparency reporting and accountability projects Advocacy campaigns backed by public-interest data Community-run databases for local issues Investigative journalism on public records	🧪 Experimentation Prototype AI and machine-learning pipelines with real data Validate product-market hypotheses before engineering spend Train small domain-specific models on niche corpora Test dashboard concepts with live input

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🔌 Automating Clutch Reviews Scraper

Connect this scraper to your stack and let it run on a schedule.

• Node.js via the Apify SDK to trigger runs and stream dataset items.
• Python via the Apify Python client for scripts, notebooks, and ETL.
• Docs: the Apify API reference covers run triggers, status polling, and dataset downloads.

Schedules: pin a cron expression in the Apify console and Clutch reviews land in your dataset on the cadence you set, with no maintenance on your side.

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❓ Frequently Asked Questions

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🔌 Integrate with any app

Connect Clutch review data to the tools your team already uses.

• Google Sheets - auto-refresh a sheet with new reviews
• Make - route reviews into Airtable, HubSpot, or Notion
• Zapier - trigger workflows when a run finishes
• Slack - alert a channel on new reviews or rating drops
• Webhooks - POST dataset items to any internal endpoint
• Apify API - full programmatic control over runs and datasets

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🔗 Recommended Actors

• 🏢 Glassdoor Scraper - Employer reviews, ratings, and salary data from Glassdoor.
• 📚 Goodreads Reviews Scraper - Book reviews and ratings from Goodreads profiles.
• 🏨 Tripadvisor Reviews Scraper - Hotel, restaurant, and attraction reviews from Tripadvisor.
• 🛏️ Booking Reviews Scraper - Hotel reviews and guest ratings from Booking.com.
• 🎯 Target Reviews Scraper - Product reviews and ratings from Target.com.

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

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🆘 Need Help? Open our contact form

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⚠️ 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.