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⭐ Clutch Reviews Script · Apify Actor

Extract high-quality, structured review data directly from Clutch.co listings — ideal for market research, competitor benchmarking, client sentiment analysis, and performance evaluation. Built and maintained by DataWizards.

📌 What Is Clutch Reviews Script?

The Clutch Reviews Script Apify Actor automates the extraction of detailed review data from Clutch company pages, including:

• Review titles
• Ratings (overall + breakdown)
• Reviewer identity & position
• Full Q/A section (Background, Challenge, Solution, Results)
• Quotes, summaries, feedback, and more

Whether you're an agency, consultant, analyst, or B2B strategist, this actor streamlines data collection from one of the top global review platforms.

🧠 Key Features

✔ Highly Structured JSON Output ✔ Extracts full Clutch review details (titles, quotes, rating breakdown, review date, feedback, etc.) ✔ Deep parsing of BACKGROUND, CHALLENGE, SOLUTION, RESULTS, RATINGS sections ✔ Reviewer metadata & project details included ✔ Supports RESIDENTIAL proxies for stable scraping ✔ Fast, reliable, scalable, and easy to integrate ✔ Perfect for bulk review analysis

🛠️ Input Schema

{
"proxyConfiguration":{
"useApifyProxy":true,
"apifyProxyGroups":[
"RESIDENTIAL"
]
}
}

🔐 Proxy Configuration Guide

• useApifyProxy: Must be true
• apifyProxyGroups: Use "RESIDENTIAL" for best results
• Residential proxies reduce blocking + boost reliability on Clutch.co

📤 Output Example

[
{
"title":"Mobile App Dev Company for CD Collection Company",
"overall_rating":"4.0",
"rating_details":{
"Quality":"4.0",
"Schedule":"4.0",
"Cost":"3.5",
"Willing to Refer":"4.0"
},
"quote":"\"They helped guide us as this is our first mobile app and it was amazing.\"",
"date":"Jan 27, 2023",
"reviewer":{
"position":"Deputy General Manager, CD Collection Company",
"name":"Anonymous",
"details":{}
},
"feedback":"",
"extra":{
"BACKGROUND":[
{
"question":"Please describe your company and your position there.",
"answer":""
},
{
"text":"As cd collection, we serve in many sectors, I am the assistant general manager."
}
],
"OPPORTUNITY / CHALLENGE":[
{
"question":"For what projects/services did your company hire Kumsal Agency?",
"answer":""
},
{
"text":"city go! app and cd invest realty..."
}
],
"SOLUTION":[...],
"RESULTS & FEEDBACK":[...],
"RATINGS":[...]
},
"project_details":{
"Mobile App Development":"",
"":""
},
"summary":""
}
]

🚀 Use Cases

🔹 Competitor Analysis – Understand how rival agencies are rated 🔹 Client Sentiment Insights – Aggregate reviews to evaluate trust factors 🔹 Lead Qualification – Study review patterns for potential vendors 🔹 Market Research – Identify industry benchmarks from customer feedback 🔹 Reputation Monitoring – Track improvement or decline in public feedback 🔹 Dashboard Integrations – Feed data into BI tools like Power BI or Looker

🎯 Best Practices

✔ Always use RESIDENTIAL proxies for Clutch ✔ Schedule runs during off-peak hours for faster execution ✔ Combine with Clutch Company Info Scraper for full-dataset enrichment ✔ Validate output fields before piping into databases ✔ Avoid extremely large batch requests in a single run ✔ Store raw HTML for debugging (optional)

📦 Tech Highlights

• Built using Apify SDK
• Optimized DOM selectors for Clutch layouts
• Includes intelligent fallback parsing
• Output always normalized & developer-ready

❤️ Actor Description (SEO-Friendly)

The Clutch Reviews Script Apify Actor is a powerful automation tool that extracts detailed B2B reviews from Clutch.co, including full narrative responses, rating breakdowns, reviewer identity, and project context. Designed for analysts, agencies, and business strategists who need clean, structured, and reliable Clutch review data at scale.

Ideal for market intelligence, reputation scoring, competitor tracking, and performance benchmarking.

🤝 Support

Need custom fields? Want simplified output? Have a bug to report?

DataWizards are always ready for you.

📧 Email: hello.datawizard@gmail.com ✉️ Subject: Clutch Reviews Script – Support Request 🔗 Connect on LinkedIn: https://linkedin.com/in/data-wizards-aa8080342

We love helping you build smarter, faster data workflows.

🧰 Want Custom Modifications?

From custom export formats (CSV, XLSX, BigQuery) to automation pipelines or additional Clutch data scraping…

💡 We build tailored solutions for all your needs.

Just reach out — we’ll make it happen.

🐞 Feedback & Bug Reports

If something doesn’t work as expected:

📧 Email: hello.datawizard@gmail.com ✉️ Subject: Bug Report – Clutch Reviews Script

We usually reply within 24 hours.

🔍 SEO Keywords (hidden)

Clutch scraper, Clutch reviews extractor, B2B reviews API, Apify Clutch actor, Clutch.co data scraper, agency review scraper, market research scraper, structured review data, competitor review analysis

🏁 Start extracting Clutch reviews like a pro — fast, clean, and fully automated with Clutch Reviews Script.