Clutch.co Reviews Scraper

What does Clutch.co Reviews Scraper do?

Clutch.co Reviews Scraper collects client reviews from Clutch.co agency and service provider profiles into one clean, structured dataset. You give it one or more Clutch profile URLs, and it returns each review together with the rating, review text, publication date, reviewer details, and the profile-level context such as the company's overall rating and total review count.

Clutch.co is the leading B2B ratings and reviews directory for IT services, software development, marketing, and consulting firms. Because Clutch does not publish a general-purpose review API, this Actor makes it practical to gather that public review data in bulk. The output is ready for market research, agency benchmarking, competitor analysis, reputation monitoring, and AI or RAG datasets.

Run the Actor from Apify Console with form inputs or from code. Results are saved to an Apify dataset and can be downloaded as JSON, CSV, Excel, or XML, or pushed into integrations.

Why use Clutch.co Reviews Scraper?

• Agency benchmarking - Compare average ratings, review volume, and feedback quality across competing service providers.
• Client sentiment research - Analyze review language to see what clients value, where pain points appear, and which services get praised.
• Reputation monitoring - Schedule repeat runs to track newly published reviews and rating changes for one profile or a whole portfolio.
• Vendor vetting - Build an evidence-based shortlist of agencies before procurement or outreach decisions.
• Sales and market intelligence - Use review narratives to learn common engagement models, project budgets, and delivery expectations.
• Automation-ready output - Export results to JSON, CSV, Excel, or XML, or connect them to webhooks, Google Sheets, Airtable, Make, and Zapier.

What data can you extract from Clutch.co?

Field	Description
profileName	Company name on the Clutch profile
aggregateRatingValue	Overall profile rating shown on Clutch
aggregateReviewCount	Total review count shown on the profile
reviewTitle	Review headline
reviewText	Full review content
reviewDate	Review publication date
reviewRating	Star rating given by the reviewer
reviewerName	Reviewer name
reviewerRole	Reviewer role or job title
reviewerIndustry	Reviewer's company industry
reviewerLocation	Reviewer's location
reviewerVerified	Whether Clutch marks the reviewer as verified
reviewProjectSize	Project budget band
reviewProjectLength	Project duration
reviewServices	Services covered by the review
reviewQualityRating	Detailed quality score
reviewScheduleRating	Detailed schedule score
reviewCostRating	Detailed cost and value score
reviewWillingToReferRating	Detailed willingness-to-refer score

The Actor also returns narrative sections for each review (reviewBackground, reviewChallenge, reviewSolution, reviewResults) plus a shareable reviewUrl, which makes the dataset useful for deeper qualitative analysis.

How to use Clutch.co Reviews Scraper

1. Open the Clutch.co Reviews Scraper on Apify Store.
2. Add one or more Clutch profile URLs in the urls field, for example https://clutch.co/profile/innowise.
3. Set the number of reviews you want in results_wanted.
4. Optionally set max_pages and the review order in sort_by.
5. Run the Actor.
6. Download the dataset or connect it to your workflow.

For large runs, keep the default proxy configuration or enable Apify Proxy from the proxy editor in the input form.

Input Parameters

Parameter	Type	Required	Default	Description
urls	Array	No	["https://clutch.co/profile/innowise#reviews"]	One or more Clutch profile URLs to collect reviews from
results_wanted	Integer	No	20	Maximum number of reviews to return in the run
max_pages	Integer	No	3	Maximum number of review pages to open per profile
sort_by	String	No	relevance_desc	Review order: relevance_desc, date_desc, rating_desc, or rating_asc
proxyConfiguration	Object	No	{ "useApifyProxy": false }	Proxy settings used for more reliable collection

Output Data

Each dataset item is one review enriched with its profile context.

Field	Type	Description
profileUrl	String	Clutch profile URL
profileName	String	Company name from the profile
profileWebsite	String	Company website URL
profileImage	String	Profile image URL
profileDescription	String	Profile summary text
profileLocation	String	Profile location
aggregateRatingValue	Number	Overall profile rating
aggregateReviewCount	Integer	Total review count shown on the profile
reviewPage	Integer	Page number where the review was found
reviewSortBy	String	Review sorting mode used
reviewId	String	Review identifier
reviewTitle	String	Review title
reviewText	String	Review content
reviewDate	String	Review publication date
reviewRating	Number	Review star rating
reviewBestRating	Number	Maximum rating scale value
reviewWorstRating	Number	Minimum rating scale value
reviewerName	String	Reviewer name
reviewerRole	String	Reviewer role or title
reviewerIndustry	String	Reviewer company industry
reviewerLocation	String	Reviewer location
reviewerCompanySize	String	Reviewer company size
reviewerVerified	Boolean	Whether Clutch marks the reviewer as verified
reviewType	String	Review submission type, for example online review
reviewServices	Array	Services listed for this review
reviewProjectSize	String	Project budget band
reviewProjectLength	String	Project duration
reviewQualityRating	Number	Detailed quality score
reviewScheduleRating	Number	Detailed schedule score
reviewCostRating	Number	Detailed cost and value score
reviewWillingToReferRating	Number	Detailed willingness-to-refer score
reviewBackground	String	Background section content
reviewChallenge	String	Challenge section content
reviewSolution	String	Solution section content
reviewResults	String	Results and feedback section content
reviewUrl	String	Share URL of the individual review
totalReviewsOnProfile	Number	Total review count visible in profile pagination
reviewPositionOnPage	Integer	Review order on its page
fetchedAt	String	ISO timestamp when the review was collected

Empty or null values are removed from output items so the dataset stays clean and easy to work with.

Usage Examples

Basic Extraction

Collect the first reviews from a single Clutch profile:

{
  "urls": ["https://clutch.co/profile/innowise#reviews"],
  "results_wanted": 20,
  "max_pages": 3
}

Multiple Profiles

Collect reviews from several service providers in one run for a benchmarking dataset:

{
  "urls": [
    "https://clutch.co/profile/innowise",
    "https://clutch.co/profile/pattern-1#reviews",
    "https://clutch.co/profile/altamira#reviews"
  ],
  "results_wanted": 80,
  "max_pages": 5
}

Most Recent Reviews

Prioritize newly published reviews to monitor recent client feedback:

{
  "urls": ["https://clutch.co/profile/innowise#reviews"],
  "results_wanted": 100,
  "max_pages": 10,
  "sort_by": "date_desc"
}

Highest Rated Reviews

Collect the strongest reviews for a profile to study what clients praise most:

{
  "urls": ["https://clutch.co/profile/innowise#reviews"],
  "results_wanted": 50,
  "max_pages": 5,
  "sort_by": "rating_desc"
}

Sample Output

{
  "profileUrl": "https://clutch.co/profile/innowise",
  "profileName": "Innowise",
  "profileWebsite": "https://innowise.com",
  "profileLocation": "Warszawa, Poland",
  "aggregateRatingValue": 4.9,
  "aggregateReviewCount": 72,
  "reviewPage": 1,
  "reviewSortBy": "relevance_desc",
  "reviewTitle": "Backend development for healthcare platform",
  "reviewText": "Innowise set up a secure system to manage sensitive data and automated workflows to reduce manual tasks.",
  "reviewDate": "2026-01-14",
  "reviewRating": 5,
  "reviewerName": "CTO",
  "reviewerRole": "CTO",
  "reviewerIndustry": "Health Care",
  "reviewServices": ["Backend Development", "Custom Software Development"],
  "reviewProjectSize": "$50,000 to $99,999",
  "reviewQualityRating": 5,
  "reviewScheduleRating": 5,
  "reviewCostRating": 5,
  "reviewWillingToReferRating": 5,
  "reviewUrl": "https://clutch.co/profile/innowise/reviews",
  "totalReviewsOnProfile": 72,
  "reviewPositionOnPage": 1,
  "fetchedAt": "2026-04-29T12:45:11.942Z"
}

Tips for Best Results

• Use canonical profile URLs - Prefer profile URLs in the format https://clutch.co/profile/company-name. The #reviews fragment is optional and handled automatically.
• Start small - Run with results_wanted: 20 first to validate the dataset shape, then increase the limit.
• Balance results_wanted and max_pages - Reviews are collected across pages, so both limits work together. Raise them together for larger datasets.
• Choose the right review order - Use sort_by: date_desc for recent reviews, or rating_desc and rating_asc for rating-based analysis.
• Enable proxy settings for large runs - Long runs with many profile URLs benefit from Apify Proxy for more consistent results.
• Split very large batches - For hundreds of profiles, split them across multiple runs.
• Expect missing fields on some rows - Clutch profiles do not expose every attribute for every review. Check several results before concluding that the Actor missed data.
• Report page changes - Public pages change over time. If a profile stops returning reviews, open an issue so the Actor can be updated.

Integrations

• Google Sheets - Send review datasets to spreadsheets for quick reporting.
• Airtable - Build searchable review databases.
• Webhooks - Deliver run completion events to your own systems.
• Make - Build multi-step data pipelines with review data.
• Zapier - Trigger downstream automations when runs finish.
• API - Access datasets programmatically from your applications.

Export Formats

• JSON - Application and API workflows.
• CSV - Spreadsheet and BI workflows.
• Excel - Business reporting.
• XML - Legacy integrations.

Frequently Asked Questions

Can I scrape multiple Clutch profiles at once?

Yes. Pass multiple profile URLs in the urls array and the Actor will process each profile in the same run.

Can I export the review data to CSV or Excel?

Yes. Apify datasets can be downloaded in CSV, Excel, JSON, XML, and other supported formats.

Can I control the order of the reviews?

Yes. Set sort_by to relevance_desc, date_desc, rating_desc, or rating_asc for default relevance, newest first, or rating-based ordering.

Why are some fields missing in some rows?

Some reviews do not expose every attribute on the Clutch profile. Empty and null values are removed from output items by design.

Can I schedule this Actor to monitor new reviews?

Yes. Use Apify schedules to run the Actor hourly, daily, weekly, or at a custom interval and compare datasets over time.

How many reviews can I collect in one run?

As many as the profile has available, within your results_wanted and max_pages limits. Increase both to collect more.

Is it legal to scrape Clutch.co?

Scraping publicly available web data can be legal, but you are responsible for complying with applicable laws, Clutch's terms of service, and privacy rules in your jurisdiction.

Related Actors

• Tripadvisor Reviews Scraper - Collect reviews, ratings, and guest feedback from Tripadvisor listings.
• Airbnb Reviews Scraper - Extract reviews and ratings from Airbnb property listings.
• Apify Store Scraper - Collect Actor listing data, including review ratings, from Apify Store.

Support

For issues, feature requests, or custom Actor work, use the Issues tab on the Actor page or contact the developer through Apify.

Legal Notice

This Actor is designed for legitimate data collection from publicly available sources. Users are responsible for using the data responsibly and complying with applicable laws, Clutch.co terms, and privacy rules in their jurisdiction.