Data Enricher

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

Audits

Pass

ClawScanPass

Agentic behavior and permission review.

Static analysisPass

Pattern checks against bundled files.

VirusTotalPass

Multi-engine malware detections and file reputation.

Install

openclaw skills install data-enricher

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:

Email Priority

Founder/owner personal email (best)
hello@ or hi@ (good)
info@ or contact@ (okay)
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:

Normalize domain: lowercase, remove www., remove https://
Check if domain_key exists in Notion
If exists, skip (don't duplicate)
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