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Lead Generation
The Lead Enrichment Workflow: From Raw Row to Ready Prospect
November 3, 20267 min read
Enrichment should add evidence, not replace it with guesses. A durable workflow preserves source values while promoting only normalized, trusted fields into search and outreach.
AI-powered execution works best when targeting, messaging, and cadence are treated as one connected system.
1
Normalize before you enrich
Why it matters: Standardize domains, countries, names, roles, and services before matching records.
- Normalize domains and LinkedIn URLs
- Use one country vocabulary
- Preserve raw source fields for audit
2
Use waterfall evidence
Why it matters: Try the strongest available source first, then fall back only when the missing field is still unresolved.
- Do not overwrite a verified direct email
- Rank direct contacts above generic inboxes
- Log why a fallback was used
Final takeaway
Good enrichment is traceable, conservative, and useful to the salesperson who receives it.
Lead EnrichmentCRM DataWaterfall