← All features

Fact Fix

You record a fact about your business; Vimarsh checks whether already-recorded AI answers state it correctly and proves whether a correction you made actually worked.

What it does

Only phone numbers are compared automatically today, stated plainly in the product -- matching ignores spaces, dashes, and a +91/0 prefix. Detection reuses answers Vimarsh already recorded: no new AI calls, no extra credits spent checking.

Seven real states model the lifecycle: verified (an answer states it correctly), suspected discrepancy (an answer states a different value and never the correct one -- labeled a suspicion, not a confirmed error), insufficient evidence (no answer yet), corrected (you marked the real-world source fixed, awaiting proof), re-measured/unresolved (post-fix answers do or don't still show the wrong value), and not automatically checked (any other fact type, stored as reference only). Each row links to the actual AI answer as evidence.

How to use it

  1. 1Add a fact (phone number is the type automatically checked today).
  2. 2Filter by Needs attention / Corrected / Verified-resolved / All.
  3. 3When a discrepancy is detected, review the linked evidence.
  4. 4After fixing the real-world source, mark it corrected.
  5. 5Wait for a new recorded answer -- the fact moves to re-measured (resolved) or stays unresolved.

Known limits

  • Whether fact types beyond phone number are actually selectable in the add-fact form wasn't independently confirmed -- the state model supports a 'not automatically checked' bucket for other types, but the page copy only describes phone-number comparison.