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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.

617 signals collected → 553 passed filters → 373 used in the current score.

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

Collected617
passed filters373
Used373
Why signals were excluded
  • 162No gradeable aspect
  • 18Too short to score
  • 64Likely fake · filtered
Aspects with enough evidence
✓ Sync reliability (210)✓ Support quality (191)✓ Pricing & value (185)✓ App UX (183)
Collected
617signals
Filtered out
24440% set aside
Used
37360% 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 373Too short 18No gradeable aspect 162Likely fake 64

Why signals were set aside

244 filtered
No gradeable aspect162
Too short to score18
Likely fake · filtered64
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
2 sources · 2 categories · 373 of 617 used in score

2 sources across 2 categories are the diversity the ≥2-source floor is measured on. 2 categories rest on a single source and are marked below.

The 2 categories, one by one ↓

Each row is one source category: how many sources feed it, how much evidence was collected, and how much reached the score.

Review platforms
1 source496 collected · 326 used in score · 170 set aside
1 source — does not clear the 2-source floor on its own
— /10
Public forums
1 source121 collected · 47 used in score · 74 set aside
1 source — does not clear the 2-source floor on its own
— /10

Per-category readings are not yet published at this level of detail; the combined figures above summarize this category set.

See full evidence

Signals by aspect

volume used · not a score
Sync reliability210
Support quality191
Pricing & value185
App UX183

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.