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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.

1,543 signals collected → 1,513 passed filters → 1,328 used in the current score.

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

Collected1,543
passed filters1,328
Used1,328
Why signals were excluded
  • 167No gradeable aspect
  • 18Too short to score
  • 30Likely fake · filtered
Aspects with enough evidence
Payouts (858) Support (594) UX quality (572) KYC (566) Bonuses Fairness (377) Responsible gambling (19)
Collected
1,543signals
Filtered out
21514% set aside
Used
1,32886% of collected
Sources
54 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 1,328Too short 18No gradeable aspect 167Likely fake 30

Why signals were set aside

215 filtered
No gradeable aspect167
Too short to score18
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
5 sources · 3 categories · 1,328 of 1,543 used in score

5 sources across 3 categories are the diversity the ≥2-source floor is measured on. 2 categories rest on a single source and are marked below.

The 3 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
3 sources1,381 collected · 1,236 used in score · 145 set aside
/10
App stores
1 source161 collected · 92 used in score · 69 set aside
1 source — does not clear the 2-source floor on its own
/10
Public forums
1 source1 collected · 0 used in score · 1 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
Payouts858
Support594
UX quality572
KYC566
Bonuses Fairness377
Responsible gambling19

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.