Clutch.co Scraper — B2B Agencies, Reviews & Rates

Clutch.co Scraper — B2B Agencies, Reviews & Rates

Clutch.co Scraper extracts structured Clutch.co records, metadata, metrics, and direct links in real time. Built on a zero-browser HTTP/2 engine running in 256 MB RAM, it delivers normalized datasets with zero null fields ready for CSV, Excel, JSON, or API pipelines.

Looking for related scrapers? Check out Google Maps Scraper, Contact & Email Extractor, Yelp Scraper, Tripadvisor Scraper, or browse our full catalog of 118+ dedicated scrapers.

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What does Clutch.co Scraper do?

Scrape Clutch.co B2B software agencies, verified client reviews, hourly rates, min project budgets, verified service focus %, and company contacts. High-ticket B2B intelligence on 256MB RAM.

Whether you need to monitor Clutch.co at scale, enrich B2B/B2C databases, or feed structured records into analytics and AI workflows, Clutch.co Scraper handles pagination, field normalization, and schema validation automatically:

• Bulk Data Extraction: Collect Clutch.co listings, items, and detailed attributes in batches using keywords, filters, or direct URLs.
• Complete Public Metadata: Capture identifiers, pricing/engagement metrics, author/vendor details, timestamps, and canonical URLs.
• Multi-Format Export: Download results in JSON, CSV, Excel (XLSX), XML, or HTML Table directly from the Apify Console.
• Ready for Automation & AI: Connect seamlessly to Apify Integrations (Make, Zapier, n8n, Google Sheets), REST API endpoints, or the Apify MCP Server.

Beyond the Official Clutch.co API

• No API Keys or Approval Delays: Start extracting public Clutch.co data immediately without registering developer apps or waiting for quota approvals.
• No Restrictive Rate Quotas: Bypass strict per-minute API limits and expensive enterprise tiers while capturing the complete public data points displayed on Clutch.co.
• 256 MB Zero-Browser Architecture: Uses native HTTP/2 and TLS session emulation instead of heavy Chromium instances, executing in seconds at a fraction of standard compute costs.

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What data can you scrape from Clutch.co?

Clutch.co Scraper extracts the following data points from Clutch.co:

📅 Categories (categories)	🔗 Start URLs (startUrls)	📝 Max Items (maxItems)
👀 Include Reviews (includeReviews)	👤 Company Name (companyName)	🏷️ Tagline (tagline)
🔗 Clutch Profile URL (clutchProfileUrl)	🔗 Website URL (websiteUrl)	📧 Phone (phone)
📅 Location (location)	⭐ Rating (rating)	👀 Review Count (reviewCount)

Data Category	Extracted Fields & Data Points
Identity & Core Identifiers	companyName (Company Name)
Metrics, Pricing & Engagement	maxItems (Max Items), includeReviews (Include Reviews), reviewCount (Review Count), minProjectSize (Min Project Size)
Details, Attributes & Context	tagline (Tagline), phone (Phone), employees (Employees), serviceFocus (Service Focus)
Direct Links, Media & Timestamps	categories (Categories), startUrls (Start URLs), clutchProfileUrl (Clutch Profile URL), websiteUrl (Website URL), location (Location), rating (Rating)

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Why scrape Clutch.co? (Typical Use Cases & Guides)

You can use Clutch.co Scraper for a wide range of data and business workflows:

• Competitive & Market Intelligence: Track real-time listings, rankings, pricing shifts, and activity across Clutch.co without manual copy-pasting.
• B2B Lead Generation & CRM Enrichment: Extract structured Clutch.co records to enrich pipelines in HubSpot, Salesforce, Clay, Pipedrive, or Airtable.
• Trend Detection & Sentiment Monitoring: Analyze volume velocity, user ratings, and community feedback on Clutch.co to spot market opportunities early.
• AI Agents, RAG & LLM Knowledge Pipelines: Feed normalized, zero-null Clutch.co datasets directly into vector databases, autonomous AI agents, and LLM workflows.
• Automated Reporting & Scheduled Monitoring: Connect Clutch.co Scraper to Make.com, n8n, Zapier, or Google Sheets for hands-free daily data refreshes.
• Market Research & Competitor Analysis: Benchmark Clutch.co offerings, pricing strategies, and market share across regions.
• Lead Generation & CRM Enrichment: Build targeted prospect lists and sync verified records straight into HubSpot, Salesforce, or Clay.
• AI Agents & RAG Pipelines via MCP: Connect live Clutch.co data directly to Claude Desktop, Cursor, or LangChain agents.

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How to scrape Clutch.co data

Clutch.co Scraper is designed for a zero-configuration start, even if you have never scraped data before:

1. Create a free Apify account using your email (includes $5.00 in free monthly credits).
2. Open Clutch.co Scraper and click on the Input tab — all required fields are already pre-filled with a working example.
3. Enter your search terms, target URLs, or filter criteria (or keep the default pre-filled configuration for an instant 1-Click test).
4. Click the green "Start" button and wait a few seconds for the data to be extracted.
5. Download your dataset in JSON, CSV, Excel (XLSX), or HTML, or fetch it via the API tab.

For more technical details on every parameter, check out the Input Schema tab or read the Apify Platform Documentation.

🔗 How to scrape Clutch.co by Search Term or Direct URL

Scraping by Search Term / Filter 🔑	Enter keywords, categories, or filter parameters just as you would search on Clutch.co. Set the maximum number of items you want to extract and click Start.
Scraping by Direct URL 🔗	Paste one or more direct Clutch.co links (or import a list of URLs from a Google Sheet / CSV) to extract targeted item or profile details in bulk.

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⬇️ Input Configuration & Examples

To start scraping Clutch.co, fill in the visual input form in the Apify Console or pass a JSON payload via the API. Full technical specifications are available on the Input Schema tab.

Input Parameters Reference

Parameter	Type	Default / Prefill	Description
categories	array	["developers","mobile-application-d...	Clutch directory categories or service terms (e.g. 'developers', 'web-developers', 'mobile-application-developers', 'seo-firms', 'it-services').
startUrls	array	[]	Direct Clutch.co directory URLs (e.g. 'https://clutch.co/developers', 'https://clutch.co/web-designers').
location	string	—	Optional location to filter agencies by (e.g. 'United States', 'United Kingdom', 'New York', 'London').
maxItems	integer	10	Total number of agency profiles to extract.
includeReviews	boolean	true	Extract recent client review quotes, project costs, and reviewer job titles.
proxyConfiguration	object	{"useApifyProxy":true}	Apify Proxy or custom proxies. Residential proxies recommended for large batches.

Example 1: Standard Extraction (1-Click Default)

{
  "categories": [
    "developers",
    "mobile-application-developers"
  ],
  "maxItems": 10,
  "includeReviews": true
}

Example 2: Filtered & Batch Extraction

{
  "categories": [
    "developers",
    "mobile-application-developers"
  ],
  "startUrls": [
    "https://clutch.co/developers"
  ],
  "maxItems": 20,
  "includeReviews": true
}

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⬆️ Output Example (Table View, JSON & Fields Reference)

The scraped results are stored in a structured Apify Dataset available in the Storage tab. Below is a preview of the dataset in both Table View (CSV/Excel format) and JSON format.

Table View (CSV / Excel Dataset Preview)

Categories	Start URLs	Max Items	Include Reviews
developers	https://clutch.co/developers	20	true
developers	https://clutch.co/developers	25	true
developers	https://clutch.co/developers	16	true

JSON Output Example

{
  "categories": [
    "developers",
    "mobile-application-developers"
  ],
  "startUrls": [
    "https://clutch.co/developers"
  ],
  "maxItems": 20,
  "includeReviews": true
}

Output Fields Reference

Field Name	Type	Description
categories	array	Extracted categories value.
startUrls	array	Extracted start urls value.
maxItems	number	Extracted max items value.
includeReviews	boolean	Extracted include reviews value.
companyName	string	Agency or service provider name
tagline	string	Agency tagline summary
clutchProfileUrl	string	Clutch.co verified profile link
websiteUrl	string	Agency official website URL
phone	string	Agency contact telephone number
location	string	Headquarters address / city
rating	number	Clutch verified review score
reviewCount	number	Total number of verified client reviews
minProjectSize	string	Minimum project budget accepted
avgHourlyRate	string	Average hourly billing rate
employees	string	Company size band
serviceFocus	array	Service breakdown percentages

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🔗 Scrape any data you need with dedicated scrapers

Combine Clutch.co Scraper with our other dedicated scrapers from @RBBscrap if you want to extract specialized data across platforms:

🔹 Google Maps Scraper	🔹 Contact & Email Extractor	🔹 Yelp Scraper
🔹 Tripadvisor Scraper	🔹 Trustpilot Scraper	🔹 Reddit Scraper

Scraper	Extracted Data & Primary Use Case
Google Maps Scraper	Places, Leads & Emails
Contact & Email Extractor	Phones & Socials
Yelp Scraper	Local B2B Business Leads & Directory
Tripadvisor Scraper	Hotels & Attractions
Trustpilot Scraper	Reviews & Ratings
Reddit Scraper	Posts, Comments & Subreddits

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⚠️ Error Items & Resilience Reference

Clutch.co Scraper is engineered to process multi-query and batch runs resiliently without crashing if a single query or URL fails:

Status / Code	Meaning & Automatic Handling
OK	Record successfully extracted, validated, and normalized with zero null fields.
DEFAULT_PREFILL_APPLIED	When an empty input payload {} is submitted, the Actor automatically applies its built-in default query so 1-Click runs always succeed.
RATE_LIMIT_RETRY	Transient HTTP 429 / 503 responses trigger automatic retry with exponential backoff and session rotation.
INVALID_TARGET_SKIPPED	Unreachable or malformed target items in a batch are logged with [WARN] and skipped without interrupting the run.

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❓ Frequently Asked Questions (FAQ)

How much does scraping Clutch.co cost?

Clutch.co Scraper uses transparent Pay-Per-Event (PAY_PER_EVENT) pricing set 10x cheaper than the market leader ($\div 10$):

• Event Rate: $0.00045 per Scraped Clutch.co Scraper Record ($0.45 per 1,000 items).
• 🎁 1st Run 100% FREE: Your very first execution is 100% free ($0.00 event charges are applied on your initial run).
• Apify Free Plan ($5.00/month included): Every Apify account receives $5.00 in free monthly credits, which is enough to extract up to ~11,111 items per month for free.
• View full details on the Pricing tab and the Apify Pricing page.

Can I integrate Clutch.co Scraper with Make, Zapier, n8n, or Google Sheets?

Yes. Clutch.co Scraper can be connected with almost any cloud service or web app thanks to integrations on the Apify platform, including Make, Zapier, n8n, Slack, Airbyte, Google Sheets, Google Drive, and webhooks.

Can I use Clutch.co Scraper with the Apify API (Python & Node.js)?

Yes. The Apify API gives you programmatic access to run Clutch.co Scraper, schedule jobs, and fetch datasets. Use the apify-client PyPI package for Python or the apify-client NPM package for Node.js, or check the Apify API Reference:

Python (apify-client)

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_API_TOKEN")

run = client.actor("rbbscrap/clutch-scraper").call(run_input={
    "categories": ["developers","mobile-application-developers"],
    "maxItems": 10,
    "includeReviews": True
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

Node.js (apify-client)

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_APIFY_API_TOKEN' });

const run = await client.actor('rbbscrap/clutch-scraper').call({
    categories: ["developers","mobile-application-developers"],
    maxItems: 10,
    includeReviews: true
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

Can I use Clutch.co Scraper through an MCP Server (Claude Desktop, Cursor, AI Agents)?

Yes. With the Apify API, you can use Clutch.co Scraper in conjunction with an MCP server to connect directly to Claude Desktop, Cursor, Windsurf, or LibreChat. Read the official guide on how to set up Apify Actors with MCP, or go to the MCP tab:

1. Start a Server-Sent Events (SSE) session to receive a sessionId.
2. Send API messages using that sessionId to trigger Clutch.co Scraper with your input parameters.
3. Receive structured Clutch.co dataset records directly inside your AI agent conversation.

Do I need residential proxies or login cookies to scrape Clutch.co?

No. Clutch.co Scraper operates on a zero-browser HTTP/2 protocol engine (256 MB RAM) and works out-of-the-box without requiring login cookies or external proxies for standard workloads. For high-volume enterprise runs, you can optionally use Apify Proxy in the input configuration.

Is it legal to scrape data from Clutch.co?

Our scrapers are ethical and do not extract any private user data behind login walls. They only extract what is shared publicly on the web. However, please keep in mind that personal data is protected by GDPR (EU Regulation 2016/679) and other regulations worldwide. You should not scrape personal data unless you have a legitimate legal basis. Read more in Apify's guide on the legality of web scraping.

Your feedback & support

We are continuously improving the performance of our Actors. If you have any technical feedback for Clutch.co Scraper, need a custom feature, or found a bug, please create an issue on the Actor's Issues tab in the Apify Console.