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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.

477 signals collected → 447 passed filters → 298 used in the current score.

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

Collected477
passed filters298
Used298
Why signals were excluded
  • 146No gradeable aspect
  • 3Too short to score
  • 30Likely fake · filtered
Aspects with enough evidence
Support quality (221) Pricing & value (127) App UX (77) Sync reliability (44)
Collected
477signals
Filtered out
17938% set aside
Used
29862% 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 298Too short 3No gradeable aspect 146Likely fake 30

Why signals were set aside

179 filtered
No gradeable aspect146
Too short to score3
Likely fake · filtered30
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 platforms1Collected430Used278
Public forums1Collected47Used20

Signals by aspect

volume used · not a score
Support quality221
Pricing & value127
App UX77
Sync reliability44

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.