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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.

112 signals collected → 112 passed filters → 4 used in the current score.

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

Collected112
passed filters4
Used4
Why signals were excluded
  • 107No gradeable aspect
  • 1Too short to score
Aspects with enough evidence
✓ Speed (3)✓ Billing & refunds (2)✓ Reliability (1)
Collected
112signals
Filtered out
10896% set aside
Used
44% of collected
Sources
21 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 4Too short 1No gradeable aspect 107Likely fake 0

Why signals were set aside

108 filtered
No gradeable aspect107
Too short to score1
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 · 4 of 112 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.

App stores
1 source35 collected · 0 used in score · 35 set aside
1 source — does not clear the 2-source floor on its own
— /10
Public forums
1 source77 collected · 4 used in score · 73 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
Speed3
Billing & refunds2
Reliability1

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.