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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.

675 signals collected → 597 passed filters → 417 used in the current score.

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

Collected675
passed filters417
Used417
Why signals were excluded
  • 160No gradeable aspect
  • 20Too short to score
  • 78Likely fake · filtered
Aspects with enough evidence
Sync reliability (216) Support quality (203) App UX (199) Pricing & value (186)
Collected
675signals
Filtered out
25838% set aside
Used
41762% 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 417Too short 20No gradeable aspect 160Likely fake 78

Why signals were set aside

258 filtered
No gradeable aspect160
Too short to score20
Likely fake · filtered78
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 platforms1Collected589Used379
Public forums1Collected86Used38

Signals by aspect

volume used · not a score
Sync reliability216
Support quality203
App UX199
Pricing & value186

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.