Clutch.co Reviews Scraper

Clutch.co Reviews Scraper

Clutch.co Reviews Scraper extracts every client review from Clutch.co company profiles: overall and detailed ratings (quality, schedule, cost, willingness to refer), project title, services, budget, and length, the reviewer's role, company, industry, location, and company size, and the full client interview. Paste one or many profile URLs and get one clean row per review.

Pull all reviews of any agency or software company on Clutch.co, sorted by relevance, date, or rating, filtered by project size or verification, or only reviews since a date, with 30+ fields per review including the full Background, Challenge, Solution, and Results interview.

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Actor: parsebird/clutch-reviews-scraper — scrapes client reviews from Clutch.co company profiles. Input: {"profileUrls": ["https://clutch.co/profile/leobit", "https://clutch.co/profile/vention-0#reviews"] (also accepts "profileUrl": "<one URL>"), "maxItems": 0 (total reviews, 0 = all), "maxReviewsPerProfile": 0 (0 = all), "sortBy": "relevance"|"newest"|"rating-desc"|"rating-asc", "reviewsSince": "2025-01-01" (optional, reads newest first and stops at older reviews), "projectSize": "any"|"under-10k"|"10k-50k"|"50k-200k"|"200k-1m"|"1m-10m"|"over-10m", "verifiedOnly": false, "proxyConfiguration": {"useApifyProxy": true}}. Run via ApifyClient("YOUR_TOKEN").actor("parsebird/clutch-reviews-scraper").call(run_input=input). Output, one row per review: profileUrl, companyName, companyUrl, companyRating, companyReviewCount, id, url, isFeatured, title, services[], focusAreas[], projectSize, projectLength, rating, detailedRatings{quality, schedule, cost, willingToRefer}, detailedRatingComments{...}, quote, date, dateIso, reviewer{name, position, role, company, industry, location, clientSize, reviewType, verified}, summary, feedback, extra{background, challenge, solution, results}, interview{section: [{question, answer}]}, scrapedAt. Pricing: pay per review. Get your API token at https://console.apify.com/account#/integrations. Full API spec: https://apify.com/parsebird/clutch-reviews-scraper/api

What is Clutch.co Reviews Scraper?

Clutch.co Reviews Scraper is a Clutch review extraction tool that reads the public review section of Clutch.co company profiles and saves each review as structured data. Clutch has no public reviews API, so this scraper works as a Clutch reviews API alternative for agencies, analysts, and sales teams.

The easiest way to try it: keep the prefilled profile (https://clutch.co/profile/leobit), click Start, and open the dataset. You get 20 reviews with ratings, project details, reviewer details, and the full interview text.

No Clutch account is needed.

What can Clutch.co Reviews Scraper do?

• ⭐ All reviews of a company — every review on the profile, not just the first page. Each review is saved once, including the pinned featured review.
• 🏢 Many companies in one run — paste a list of profile URLs, with total and per-profile limits.
• ↕️ Sorting — relevance (Clutch's default), most recent, or rating high to low and low to high.
• 🔎 Filters — project size (budget range) and verified reviews only. Filters already in a pasted URL (such as ?sort_by=date_desc) are kept.
• 📅 Only new reviews — set Only reviews since to a date and the scraper stops reading at the first older review. Ideal for scheduled monitoring.
• 🧾 Full interview — the Background, Opportunity / Challenge, Solution, and Results & Feedback sections as text (extra) and as question-and-answer pairs (interview).
• 👤 Reviewer details — name (unless anonymous), position split into role and company, industry, location, company size, review type, and verification badge.

Because Clutch.co Reviews Scraper runs on the Apify platform, you also get:

• ⏰ Scheduling to collect new reviews daily or weekly.
• 🔌 API access and client libraries for Python and JavaScript.
• 🔗 Integrations with Make, Zapier, Google Sheets, Slack, webhooks, and more.
• 📦 Export to JSON, CSV, Excel, XML, or HTML from the Storage tab or the API.

What data can you extract from Clutch.co reviews?

Field	Description
companyName / companyUrl / companyRating / companyReviewCount	The reviewed company and its overall rating and review count
id / url / isFeatured	Clutch review ID, shareable review link, and whether it's the pinned featured review
title	Project title, e.g. "App Development & Testing for Financial Services Co"
services / focusAreas	Services provided and technologies or focus areas
projectSize / projectLength	Budget range (or "Confidential") and project period
rating	Overall rating (0.5 to 5)
detailedRatings	Quality, schedule, cost, and willingness-to-refer scores
detailedRatingComments	Reviewer comments attached to individual scores, when given
quote	Headline quote from the review
date / dateIso	Publication date as shown and as YYYY-MM-DD
reviewer	Name, position, role, company, industry, location, company size, review type, verified
summary / feedback	Clutch's project summary and feedback paragraphs
extra	Background, challenge, solution, and results sections as text
interview	The same sections as question-and-answer pairs

How to scrape Clutch.co reviews

1. Open Clutch.co Reviews Scraper and click Try for free.
2. On clutch.co, open a company's profile and copy its URL (for example https://clutch.co/profile/leobit). With or without #reviews is fine.
3. Paste one or more URLs into Clutch profile URLs.
4. Optionally set Max reviews, Sort by, Only reviews since, Project size, or Verified reviews only.
5. Click Start and download the reviews as JSON, CSV, or Excel, or read them through the API.

Input parameters

Parameter	Type	Required	Default	Description
profileUrls	array	Yes	—	Clutch company profile URLs (profileUrl with a single URL is also accepted)
maxItems	integer	No	0	Total reviews across all profiles; 0 = all
maxReviewsPerProfile	integer	No	0	Reviews per profile; 0 = all
sortBy	string	No	relevance	relevance, newest, rating-desc, rating-asc
reviewsSince	string	No	—	YYYY-MM-DD; only reviews on or after this date (reads newest first)
projectSize	string	No	any	under-10k, 10k-50k, 50k-200k, 200k-1m, 1m-10m, over-10m
verifiedOnly	boolean	No	false	Only reviews Clutch marks as verified
proxyConfiguration	object	No	Apify Proxy	Proxy settings; the default is recommended

Example: all reviews of one company

{
  "profileUrls": ["https://clutch.co/profile/leobit#reviews"]
}

Example: reviews since a date for two companies

{
  "profileUrls": [
    "https://clutch.co/profile/leobit",
    "https://clutch.co/profile/vention-0"
  ],
  "reviewsSince": "2025-01-01"
}

Example: lowest-rated verified reviews of $50k-$200k projects

{
  "profileUrls": ["https://clutch.co/profile/sampleagency"],
  "sortBy": "rating-asc",
  "projectSize": "50k-200k",
  "verifiedOnly": true
}

Output example

One review (reviewer name replaced, interview shortened):

{
  "profileUrl": "https://clutch.co/profile/leobit#reviews",
  "companyName": "Leobit",
  "companyUrl": "https://clutch.co/profile/leobit",
  "companyRating": 5,
  "companyReviewCount": 62,
  "id": "252630",
  "url": "https://clutch.co/go-to-review/b1b0f712-a72e-4582-a963-532103cfcdc8/252630",
  "isFeatured": true,
  "title": "App Development & Testing for Financial Services Co",
  "services": ["Application Testing", "Custom Software Development", "Web Development"],
  "focusAreas": ["Azure Platform", "Angular", ".NET", "C#", "SQL", "Typescript"],
  "projectSize": "Confidential",
  "projectLength": "Feb. 2019 - Ongoing",
  "rating": 5,
  "detailedRatings": { "quality": 5, "schedule": 5, "cost": 5, "willingToRefer": 5 },
  "detailedRatingComments": {
    "willingToRefer": "I would highly recommend considering Leobit as a partner for any application development project."
  },
  "quote": "Leobit has continually shown a willingness to provide flexible coverage and team scalability.",
  "date": "Nov 28, 2023",
  "dateIso": "2023-11-28",
  "reviewer": {
    "name": "Sample Reviewer",
    "position": "VP of App Development, American Financial Resources, Inc.",
    "role": "VP of App Development",
    "company": "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. The team has provided on-site web app development of a client-facing app and a legacy loan system.",
  "feedback": "Leobit has successfully delivered high-quality products with swift implementation…",
  "extra": {
    "background": "Please describe your company and position.\nI am the Vice President of Application Development of American Financial Resources, Inc.…",
    "challenge": "What specific goals or objectives did you hire Leobit to accomplish?\n- Legacy Code Maintenance\n- Greenfield App Development\n- QA and QA Process Development",
    "solution": "How did you find Leobit?\n- Referral…",
    "results": "What were the measurable outcomes from the project that demonstrate progress or success?\nAs our engagement is ongoing, we continually experience highly successful outcomes.…"
  },
  "interview": {
    "Opportunity / Challenge": [
      {
        "question": "What specific goals or objectives did you hire Leobit to accomplish?",
        "answer": "- Legacy Code Maintenance\n- Greenfield App Development\n- QA and QA Process Development"
      }
    ]
  },
  "scrapedAt": "2026-10-04T12:05:31.218Z"
}

You can download the dataset in JSON, CSV, Excel, XML, or HTML.

Use cases

• Reputation monitoring — collect new reviews of your agency or competitors every week with Only reviews since.
• Competitor research — read what clients praise or criticize about competing agencies, and which services and budgets they win.
• Sales intelligence — see which companies, industries, and company sizes hire a given agency, and for what budgets.
• Vendor due diligence — check a vendor's full review history, including the lowest-rated reviews, before signing.
• Review analytics — compare quality, schedule, cost, and NPS scores across agencies, or analyze the interview text yourself.

How it works

1. Clutch.co Reviews Scraper opens each profile with your sort and filter options and reads the reviews on it.
2. It reads the following review pages (10 reviews per page), a few at a time, until all reviews are collected or your limits are reached. Each review is saved once.
3. With Only reviews since, reviews are read newest first, and reading stops at the first review older than your date.
4. Clutch.co sits behind Cloudflare. Requests go through Apify Proxy with browser-like fingerprints, are retried on a fresh IP and a clean session when refused, and switch to Apify Residential when your plan includes it.

How much does it cost to scrape Clutch.co reviews?

Clutch.co Reviews Scraper uses pay-per-event pricing. You pay per review saved. There's no extra charge for compute or proxies.

Event	Free plan	Bronze	Silver	Gold
review — per review saved	$0.00299	$0.00259	$0.00199	$0.00159
Per 1,000 reviews	$2.99	$2.59	$1.99	$1.59

For example, all 62 reviews of a company cost about $0.19 on the Free plan, and 1,000 reviews cost $2.99. Use Max reviews, Only reviews since, or a spending limit to cap a run. Apify's Free plan includes monthly platform credits you can use to try the scraper.

Use Clutch.co Reviews Scraper with the API

Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("parsebird/clutch-reviews-scraper").call(run_input={
    "profileUrls": ["https://clutch.co/profile/leobit"],
    "sortBy": "newest",
    "maxItems": 50,
})
for review in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(review["dateIso"], review["rating"], review["reviewer"]["company"], review["title"])

JavaScript

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });
const run = await client.actor('parsebird/clutch-reviews-scraper').call({
    profileUrls: ['https://clutch.co/profile/leobit', 'https://clutch.co/profile/vention-0'],
    reviewsSince: '2025-01-01',
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
const avgCost = items.reduce((s, r) => s + (r.detailedRatings.cost ?? 0), 0) / items.length;
console.log(`${items.length} new reviews, average cost score ${avgCost.toFixed(2)}`);

See the API tab for all endpoints and the Apify API client docs for more options.

Is it legal to scrape Clutch.co reviews?

Clutch.co Reviews Scraper only reads reviews that Clutch shows publicly to logged-out visitors. Reviews include reviewers' names and job titles, which can be personal data. Make sure your use complies with data protection laws such as GDPR, Clutch's terms, and other rules that apply to you, and consult a lawyer if in doubt. Read more in Apify's post Is web scraping legal?

Other Clutch and review scrapers

• Clutch.co Scraper - Companies, Reviews & Buyer Leads — whole Clutch listings with company details, buyer leads, and contact emails.
• Capterra Review Scraper — software reviews from Capterra.
• Trustpilot Reviews Scraper — company reviews from Trustpilot.
• BBB Scraper — Better Business Bureau profiles and ratings.
• Owler Company Scraper — company revenue, employees, and competitors.

FAQ

Do I need a Clutch account? No. Clutch.co Reviews Scraper reads public pages without logging in.

Does it get all reviews, not just the first page? Yes. In testing, the scraper collected exactly the number of reviews Clutch reports: 62 for Leobit, 102 for Vention, and 126 for Storm Brain.

Why is one review out of date order? Clutch pins a featured review at the top of many profiles. It's saved once, marked isFeatured: true, and can appear before newer reviews.

Why is the reviewer's name empty sometimes? Clutch lets reviewers stay anonymous. Their reviewer.name is empty, and reviewer.company can be a description such as "Software Company".

Can I scrape a whole category of companies? Use Clutch.co Scraper to scrape listings (with an option to include each company's reviews), or paste the profile URLs here.

How do I collect only new reviews on a schedule? Set Only reviews since to the date of your last run (or a recent date) and schedule the run. Reading stops at the first older review, so you only pay for new ones.

Which proxy should I use? Keep the default Apify Proxy. Clutch.co is behind Cloudflare, and the default proxy was the most reliable in testing. Refused requests are retried automatically on fresh IPs.

Something isn't working. Where do I report it? Open an issue on the Issues tab with your run ID.