Why CRM hygiene matters
Every report, automation, and forecast depends on the data underneath it. Duplicate accounts split activity history. Missing lead sources make attribution impossible. Stale opportunities inflate pipeline. The cost shows up as bad decisions, not as an error message.
Make the important fields required
Pick the few fields that drive reporting and routing and require them at the right stage. Lead source, industry, employee count, and owner are common choices. Do not require fields that reps cannot reasonably know at that moment, or they will enter placeholder values.
Standardize picklists
Free-text fields produce dozens of spellings for the same value. Use dropdowns for industry, country, lead source, and loss reason. Keep the options short and review them twice a year.
Deduplicate continuously
Set matching rules on email domain and company name, and merge duplicates weekly rather than once a year. Prevent new duplicates at the point of entry by checking for existing records on form submissions and imports.
Enforce ownership rules
Every account, contact, and open opportunity should have one owner. Write rules for what happens when a rep leaves, when an inbound lead matches an owned account, and when an account goes inactive.
Run a monthly audit
A 30-minute monthly review catches most problems early.
- Opportunities past their close date that are still open
- Records missing lead source
- Accounts without an owner
- New duplicates created this month
- Contacts with bounced or invalid emails
Use enrichment carefully
Enrichment tools fill in firmographic data automatically, which saves reps time. Map enriched values to your own picklists, and avoid overwriting data that a rep entered from a real conversation.
Frequently asked questions
How often should we clean CRM data?
Continuously through rules and validation, with a short monthly audit and a deeper review once a quarter.
Who is responsible for CRM data quality?
RevOps owns the rules and audits. Reps own the accuracy of the records they work.
Should we delete old CRM records?
Archive rather than delete when possible, and follow your data retention and privacy obligations.
