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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.

581 signals collected → 518 passed filters → 363 used in the current score.

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

Collected581
passed filters363
Used363
Why signals were excluded
  • 137No gradeable aspect
  • 18Too short to score
  • 63Likely fake · filtered
Aspects with enough evidence
Sync reliability (205) Support quality (187) App UX (181) Pricing & value (180)
Collected
581signals
Filtered out
21838% set aside
Used
36362% 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 363Too short 18No gradeable aspect 137Likely fake 63

Why signals were set aside

218 filtered
No gradeable aspect137
Too short to score18
Likely fake · filtered63
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 platforms1Collected495Used325
Public forums1Collected86Used38

Signals by aspect

volume used · not a score
Sync reliability205
Support quality187
App UX181
Pricing & value180

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.