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CRM 5 minMay 29, 2024

AI CRM Data Hygiene Checklist

Let AI dedupe, enrich, and flag outdated contacts so your automations stay trustworthy.

crm data hygiene automation ai

Messy data breaks every playbook. Run lightweight AI jobs to clean your CRM before you launch another campaign.

Weekly Jobs

  • Dedupe by email and domain, merging engagement history.
  • Re-verify titles via enrichment APIs.
  • Move bounces into a suppressed_leads table so agents skip them.

Monthly Jobs

Refresh ICPs in Describe, stamp an icp_version on each lead, and audit which custom fields are still actively used.

Automation Pattern

  1. Schedule an Edge Function nightly.
  2. Query leads where last_verified_at is older than sixty days.
  3. Post a Slack digest summarizing updates and anomalies.

Frequently Asked Questions

Delete or archive bad data?+

Archive it. Historical context helps AI fine-tune future outreach while staying compliant.

How do we measure hygiene?+

Track the percentage of leads with verified email plus phone and aim for ninety percent or higher.

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