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OverviewReview signals333EvidenceComplaints4Contract terms
Review signals

Review signal profile

How review-derived evidence enters the score — what was collected, what was filtered, and how it distributes across aspects. A signal profile, not an archive of individual reviews.

537 signals collected → 477 passed filters → 333 used in the current score.

A signal is one filtered data point — not one review, and not one person.

Collected537
passed filters333
Used333
Why signals were excluded
  • 129No gradeable aspect
  • 15Too short to score
  • 60Likely fake · filtered
Aspects with enough evidence
✓ Sync reliability (187)✓ App UX (165)✓ Pricing & value (164)✓ Support quality (159)
Collected
537signals
Filtered out
20438% set aside
Used
33362% of collected
Sources
22 used in score

A signal profile — not a review archive. IndexFair does not host or republish individual reviews. We report how many signals were collected, how they were filtered, and how they distribute. The source platforms retain the original text.

Signal funnel

Used 333Too short 15No gradeable aspect 129Likely fake 60

Why signals were set aside

204 filtered
No gradeable aspect129
Too short to score15
Likely fake · filtered60
What we don't publish. The exact filter thresholds resist gaming and stay internal. We disclose the categories and counts of what is set aside — never the rules that would let a bad actor tune around them.

Source mix

Source mix (2)
Review platforms1Collected451Used295
Public forums1Collected86Used38

Signals by aspect

volume used · not a score
Sync reliability187
App UX165
Pricing & value164
Support quality159

These bars show how many signals each aspect drew — coverage and volume, not the aspect's rating. For the scored analysis built on them, see Evidence.