🕵️‍♂️ 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

📄 Detailed Output Example

The actor returns a rich dataset combining the original Clutch data with enriched fields like lead_score, market_position, and deeply scraped contact_details.

{
  "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",
      "instagram": null
    },
    "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
    }
  },
  "reputation_metrics": {
    "overall_rating": "5.0",
    "total_reviews": 1,
    "confidence_level": "Low",
    "willing_to_refer": null
  },
  "overall_assessment": "Top-rated agency with 8 years of experience, validated by 1 reviews (5.0/5.0). Operates with 2 - 9 staff.",
  "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"
  },
  "client_profile": {
    "primary_industry": "Generalist",
    "industry_depth": 0
  },
  "strengths": [
    "High Customer Satisfaction"
  ],
  "risks": [
    "Low Risk"
  ],
  "engagement_strategy": {
    "priority": "Medium",
    "action": "Verify References"
  },
  "data_policy": {
    "raw_data_scope": "summary_only",
    "source": "Clutch",
    "derived_fields": [
      "lead_score",
      "risks",
      "strengths",
      "engagement_strategy"
    ]
  },
  "raw_data": {
    "clutch_url": "https://clutch.co/profile/marketing-wire",
    "company_name": "Marketing Wire",
    "company_website": "https://www.marketingwire.in",
    "profile_summary": {
      "min_project_size": "Undisclosed",
      "hourly_rate": "< $25 / hr",
      "employees": "2 - 9",
      "year_founded": "Founded 2017",
      "languages": [],
      "timezones": []
    },
    "service_provided": [
      {
        "name": "Search Engine Optimization",
        "percentage": 30
      },
      {
        "name": "Social Media Marketing",
        "percentage": 30
      },
      {
        "name": "Web Design",
        "percentage": 30
      },
      {
        "name": "Graphic Design",
        "percentage": 10
      }
    ],
    "focus": {
      "CMS Focus": [
        {
          "name": "WordPress CMS",
          "percentage": 100
        }
      ],
      "Design Focus": [
        {
          "name": "Album Cover Art",
          "percentage": 30
        },
        {
          "name": "Banner & Signage Design",
          "percentage": 30
        },
        {
          "name": "Brochure & Pamphlet Design",
          "percentage": 30
        },
        {
          "name": "Business Card Design",
          "percentage": 10
        }
      ],
      "SEO Focus": [
        {
          "name": "Content development",
          "percentage": 30
        },
        {
          "name": "Link earning & development",
          "percentage": 30
        },
        {
          "name": "On site optimization",
          "percentage": 30
        },
        {
          "name": "Local search",
          "percentage": 10
        }
      ],
      "Social Media Focus": [
        {
          "name": "Facebook Advertising",
          "percentage": 40
        },
        {
          "name": "Instagram Advertising",
          "percentage": 30
        },
        {
          "name": "Twitter Advertising",
          "percentage": 20
        },
        {
          "name": "Influencer Marketing",
          "percentage": 10
        }
      ]
    },
    "industries": [],
    "clients": [],
    "rating": {
      "total": "5.0",
      "total_reviews": 1
    },
    "socials": {
      "linkedin": [
        "https://www.linkedin.com/company/marketingwire"
      ],
      "facebook": [
        "https://www.facebook.com/Marketingwireofficial"
      ],
      "x": [
        "https://x.com/marketing_wire"
      ],
      "youtube": [
        "https://www.youtube.com/@marketingwire"
      ]
    },
    "contact_info": {
      "email": [
        "hello@mwireconsulting.com"
      ],
      "phone": [
        "+91 94851 84375",
        "+91 9485184375",
        "+919485184375"
      ],
      "address": []
    }
  }
}

⚠️ Limitations & Notes

• Respect Robots.txt: This actor is intended for ethical scraping and lead generation.
• Website Structure: Clutch changes its layout occasionally. If you notice empty results, please report an issue.
• Missing Emails: Not all agencies list their email publicly. If no email is found, the field will be empty.

Note: The contact scraper functionality is not foolproof it might fail to extract on some websites. Currently, this functionality uses a simple requests so expect that websites that need js to render might fail.

👨‍💻 Support

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