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 cleaning run, CleanSmart scores your dataset on completeness, consistency, uniqueness, and validity, plus contact verification results — then rolls them into one Clarity Score. Watch it climb from messy to clean, and see exactly what each pass changed to move the number.

  • ✓A before-and-after score on every cleaning run
  • ✓A breakdown of what each pass changed, from merges to verified contacts
  • ✓Weights completeness, consistency, uniqueness, validity, and contact verification
  • ✓Download a shareable PDF 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 a few minutes.

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