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Data Quality
How to Find Decision-Maker Contact Data Without Polluting Your CRM
November 3, 20267 min read
Decision-maker filters only help when the person is real, the role is interpreted consistently, and the contact channel belongs to that person rather than the company in general.
AI-powered execution works best when targeting, messaging, and cadence are treated as one connected system.
1
Classify roles consistently
Why it matters: Titles vary by company, but a canonical role taxonomy makes filtering predictable.
- Group founder, executive, sales, and marketing roles
- Keep former or retired titles out of active targeting
- Show the original title alongside the normalized role
2
Keep ownership explicit
Why it matters: A company switchboard is not a decision-maker phone. Separate direct, company, and unknown ownership.
- Prefer direct person channels
- Do not turn a generic inbox into a person
- Expose confidence and source
Final takeaway
The best contact record makes it obvious who you can reach and why that channel belongs to them.
Decision MakersContact DataCRM