Clutch.co Company Scraper

Extract company listings from Clutch.co — the leading B2B ratings and reviews platform. Scrape business profiles including ratings, reviews, services, contact details, location data, and email addresses from company websites.

Features

• Cloudflare Bypass: Built-in stealth evasion using puppeteer-extra with StealthPlugin and rotating proxies
• Multi-Category: Scrape any Clutch.co directory category with batch support
• Pagination: Automatic page traversal (configurable depth)
• Rating Filter: Exclude companies below a minimum star rating
• Email Extraction: Optional email scraping from each company's website (mailto: links + regex extraction)
• All Cards Data: Extracts every available field from listing cards — no detail page visits needed

Data Points Extracted

Field	Description
name	Company name
profileUrl	Clutch.co profile URL
rating	Star rating (0.0–5.0)
reviews	Number of reviews
minProject	Minimum project budget (e.g. $10,000+)
hourlyRate	Average hourly rate
employees	Employee count range
location	Primary office location (text)
addressLocality	City from structured data
addressRegion	State/region from structured data
addressCountry	ISO country code
streetAddress	Street address
postalCode	ZIP/postal code
phone	Phone number
website	Company website URL (UTM params stripped)
emails	Email addresses found on website (semicolon-separated)
logo	Company logo image URL
services	Service categories with percentage breakdown
description	Summary description from listing card
verified	Whether the company is Clutch-verified
listingType	Sponsor (paid) or regular (organic)

Input Configuration

Input	Type	Default	Description
categories	Multi-select dropdown	—	Choose from 80+ Clutch.co categories across 5 groups
categoryUrls	Textarea (URLs)	—	Custom directory URLs (one per line)
maxPagesPerCategory	Integer	3	Pages to scrape per category (max 500)
minRating	Number	0	Minimum star rating filter (0–5, step 0.1)
excludeFeatured	Boolean	false	Skip promoted/sponsored listings
scrapeEmails	Boolean	false	Extract emails from company websites (increases run time)
proxyConfiguration	Proxy	BUYPROXIES94952	Apify proxy group for IP rotation

Quick Start

1. Select categories from the dropdown (or paste custom URLs in the textarea)
2. Set max pages per category (start with 1–3 for testing)
3. Optionally enable email scraping and set a minimum rating
4. Click Start and wait for results

Email Scraping

When enabled, the scraper visits each company's website to extract email addresses. This adds ≈2–5 seconds per company. For 500 companies, expect 15–30 minutes of additional run time. Results appear in the emails field as semicolon-separated values.

Example Output

{
  "name": "Lounge Lizard",
  "profileUrl": "https://clutch.co/profile/lounge-lizard",
  "rating": "4.8",
  "reviews": "43",
  "minProject": "$25,000+",
  "hourlyRate": "Undisclosed",
  "employees": "50 - 249",
  "location": "New York, NY",
  "addressLocality": "New York",
  "addressCountry": "US",
  "streetAddress": "112 West 34th Street 18th Floor",
  "phone": "1-888-444-0110",
  "services": "45% Web Development, 45% Web Design, 10% Branding",
  "website": "https://www.loungelizard.com",
  "emails": "sales@loungelizard.com",
  "verified": true,
  "listingType": "Sponsor"
}

Use Cases

• Lead generation for B2B service providers
• Competitive analysis of digital agencies
• Market research across development, marketing, and design verticals
• Sales prospecting with contact enrichment
• Agency directory aggregation

Proxy

This actor requires a proxy to reliably access Clutch.co. The default configuration uses the BUYPROXIES94952 Apify proxy group, which provides datacenter IPs with sufficient reputation to bypass Cloudflare. If you encounter Cloudflare blocks, try a different proxy group or region.

Limits

• Listing pages only: This scraper extracts data from directory listing cards. It does not visit individual profile pages.
• Email scraping: Dependent on website availability and structure. Some sites may block headless browsers or have no publicly listed emails.

Changelog

v1.0.0

• Initial release
• 21 data fields extracted per company
• Cloudflare bypass with puppeteer-extra + stealth plugin
• 80+ categories across 5 groups
• Optional email scraping from company websites
• Minimum rating filter
• Multi-category batch support