Enrichment
Filling the profile with what personalization needs.
Workflow
Step 1Shortlisted
No playbook note for this step yet — the workflow stands on its own.
Why it matters
- 6454
Best practices
- Enrich only the shortlist, not the whole raw list — save cost and noise.
- Map decision-makers, not just the initial contact.
- Capture challenge/context data that feeds the angle.
- Validate enriched fields (email, title) before sending.
Common mistakes
- Enriching everything "just in case" — cost without signal.
- Assuming title = role. Buying influence matters more than sign-off.
- Ignoring the technical/deployment context that sales reps actually use.
Key questions
- Who is the buyer, who influences, who blocks?
- What do we know about their stack and pain?
- Is the email deliverable?
Agents that drive this
QualifierHygiene
Tools we use · alternates in [ ]
Bitscale[ Clay, Clearout, Enrow ]Clay[ Bitscale, Enrow, Insycle ]Apollo[ ZoomInfo, Lusha, Cognism ]