Clarity Score

Clarity Score

A single, honest number for how much you can trust your data.

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Clarity Score in CleanSmart
How it works

What Clarity Score does

After every pass, CleanSmart scores your dataset on completeness, consistency, validity, and uniqueness — then rolls them into one Clarity Score. Watch it climb from messy to clean, and see exactly which fields moved the number.

  • ✓A before-and-after score on every cleaning run
  • ✓Field-level breakdown of what's driving the number
  • ✓Completeness, consistency, validity, and uniqueness sub-scores
  • ✓Export a shareable Dataset Clarity Report for stakeholders

Part of the four-pass pipeline

SmartMatch
SmartMatch
 AutoFormat
AutoFormat
 SmartFill
SmartFill
 LogicGuard
LogicGuard

Run your data through Clarity Score

Upload a CSV or connect your CRM. Most datasets clean in under a minute.

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