🕵️‍♂️ Clutch Scraper: B2B Leads, Emails & Risk Scoring

Scrape agency profiles, reviews, and contact information directly from Clutch.co.

This Actor is designed for B2B lead generation. It doesn't just scrape the agency name; it dives deep to find emails, phone numbers, and social media links (LinkedIn, Twitter, Facebook) to help you build high-quality prospect lists.

🚀 How to Use

1. Search Query: Enter the industry or service you are looking for (e.g., "Web Development", "SEO", "Marketing").
2. Limit: Set the maximum number of results you want to scrape.
3. Offset: Set what page to start. Each page contains 4 items
4. Minimum Rating: (Optional) Set a filter to ignore agencies with low ratings (e.g., 4.5).
5. Proxy: (Recommended) Enable proxies to ensure the scrape runs smoothly without interruptions.

⬇️ Input Parameters

Parameter	Type	Default	Description
query	String	"marketing"	The search keyword or category to scrape from Clutch.
limit	Integer	20	The maximum number of profiles to scrape.
offset	Integer	0	Number of results to skip. For example if set to 4, skips 16 items
minimum_rating	Number	0	Minimum star rating (0-5). Agencies below this will be skipped.
use_proxy	Boolean	False	Toggle Apify Proxy usage (Highly Recommended for large scrapes).

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📤 Sample Output

{
  "company_name": "Marketing Wire",
  "clutch_url": "https://clutch.co/profile/marketing-wire",
  "website": "https://www.marketingwire.in",
  "primary_email": "hello@mwireconsulting.com",
  "primary_phone": "+919485184375",
  "contact_details": {
    "emails": ["hello@mwireconsulting.com"],
    "phones": ["+919485184375"],
    "socials": {
      "linkedin": "https://www.linkedin.com/company/marketingwire",
      "twitter": "https://x.com/marketing_wire",
      "facebook": "https://www.facebook.com/Marketingwireofficial"
    },
    "status": {
      "email": "listed",
      "phone": "listed"
    }
  },
  "lead_score": {
    "score": 50,
    "grade": "C",
    "recommendation": "Vet Carefully",
    "factors": ["Validated", "Established"],
    "breakdown": {
      "reputation": 15,
      "stability": 15,
      "transparency": 10,
      "capability": 10
    }
  },
  "market_position": {
    "segment": "Budget",
    "hourly_rate": "< $25 / hr",
    "min_project": "Undisclosed"
  },
  "service_analysis": {
    "top_3_services": ["Search Engine Optimization", "Social Media Marketing", "Web Design"],
    "specialization_tier": "Focused"
  },
  "strengths": ["High Customer Satisfaction"],
  "risks": ["Low Risk"],
  "engagement_strategy": {
    "priority": "Medium",
    "action": "Verify References"
  }
}

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🆚 How This Compares

Feature	This Actor	Other Clutch Scrapers
Verified email	✅	✅
Phone number	✅	Sometimes
LinkedIn + socials	✅	Sometimes
Lead Score (0–100)	✅	❌
Risk assessment	✅	❌
Engagement strategy	✅	❌
Score breakdown	✅	❌

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💡 Example Use Cases

• Building an outreach list — filter by minimum_rating and sort your export by lead score. Contact A-grades first.
• Agency research — scrape a specific service category (e.g. "Branding") to quickly compare agencies by market position and specialization.
• Sales prospecting — pull leads for a specific region or industry and enrich your CRM with verified emails and phones in one run.

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⚠️ Limitations & Notes

• Respect Robots.txt — This actor is intended for ethical lead generation only.
• Missing emails — Not all agencies list their contact info publicly. If no email is found, the field will be empty.
• Review confidence — An agency with 1 review rated 5.0 will score lower than one with 50 reviews rated 4.8. The scoring accounts for review volume, not just rating.
• Website structure — Clutch occasionally updates its layout. If you notice missing fields, please report it in the Issues tab.

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👨‍💻 Support

If you find this Actor useful, please give it a star! For feature requests or bug reports, use the "Issues" tab.