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πŸ¦€ ClawHub

Data Enricher

by @visualdeptcreative

Enrich leads by finding verified emails via contact pages, Instagram, Hunter.io, and patterns, then format data for Notion with deduplication and batching.

Versionv1.0.0
Downloads2,057
Installs4
Stars⭐ 1
TERMINAL
clawhub install data-enricher

πŸ“– About This Skill

SKILL.md - Data Enricher

Purpose

Enrich leads with email addresses and format data for Notion.

Model to Use

  • ollama/llama3.2:8b (FREE) for data formatting
  • haiku for Hunter.io API calls
  • Rate Limits

  • Max 10 Hunter.io lookups per session (API limit)
  • 5 seconds between API calls
  • Batch similar domains together
  • Email Discovery Methods (In Order)

    1. Website Contact Page

  • Check /contact, /about, /pages/contact
  • Look for mailto: links
  • Check footer
  • 2. Instagram Bio

  • Check bio for email
  • Check "Contact" button
  • 3. Hunter.io API

    GET https://api.hunter.io/v2/domain-search
    ?domain={domain}
    &api_key={HUNTER_API_KEY}
    

    Response includes:

  • emails[]
  • confidence score
  • type (generic/personal)
  • Only use emails with confidence > 70%

    4. Email Pattern Guessing

    Common patterns:
  • hello@domain.com
  • info@domain.com
  • contact@domain.com
  • [firstname]@domain.com
  • Email Priority

    1. Founder/owner personal email (best) 2. hello@ or hi@ (good) 3. info@ or contact@ (okay) 4. Generic support@ (last resort)

    Output Format

    {
      "domain_key": "brandname.com",
      "brand_name": "Brand Name",
      "niche": "skincare",
      "website_url": "https://brandname.com",
      "ig_handle": "@brandname",
      "followers_est": 15000,
      "contact_email": "hello@brandname.com",
      "email_confidence": "high",
      "email_source": "hunter.io",
      "source": "meta_ads",
      "status": "new"
    }
    

    Deduplication

    Before adding any lead: 1. Normalize domain: lowercase, remove www., remove https:// 2. Check if domain_key exists in Notion 3. If exists, skip (don't duplicate) 4. Log: "Skipped [domain] - already in pipeline"

    Batch Processing

  • Process 10 leads at a time
  • Format all data before Notion sync
  • Save formatted batch to workspace/leads-enriched-YYYY-MM-DD.json