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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.

748 signals collected → 714 passed filters → 472 used in the current score.

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

Collected748
passed filters472
Used472
Why signals were excluded
  • 236No gradeable aspect
  • 6Too short to score
  • 34Likely fake · filtered
Aspects with enough evidence
✓ Support quality (353)✓ Pricing & value (206)✓ App UX (118)✓ Sync reliability (62)
Collected
748signals
Filtered out
27637% set aside
Used
47263% 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 472Too short 6No gradeable aspect 236Likely fake 34

Why signals were set aside

276 filtered
No gradeable aspect236
Too short to score6
Likely fake · filtered34
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 · 472 of 748 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 source673 collected · 443 used in score · 230 set aside
1 source — does not clear the 2-source floor on its own
— /10
Public forums
1 source75 collected · 29 used in score · 46 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
Support quality353
Pricing & value206
App UX118
Sync reliability62

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.