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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.

771 signals collected → 769 passed filters → 551 used in the current score.

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

Collected771
passed filters551
Used551
Why signals were excluded
  • 162No gradeable aspect
  • 56Too short to score
  • 2Likely fake · filtered
Aspects with enough evidence
✓ UX quality (322)✓ Support (183)✓ Bonuses Fairness (124)✓ Payouts (112)✓ KYC (33)✓ Responsible gambling (1)
Collected
771signals
Filtered out
22029% set aside
Used
55171% of collected
Sources
44 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 551Too short 56No gradeable aspect 162Likely fake 2

Why signals were set aside

220 filtered
No gradeable aspect162
Too short to score56
Likely fake · filtered2
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
4 sources · 3 categories · 551 of 771 used in score

4 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
1 source165 collected · 157 used in score · 8 set aside
1 source — does not clear the 2-source floor on its own
— /10
App stores
2 sources563 collected · 382 used in score · 181 set aside
— /10
Social media
1 source43 collected · 12 used in score · 31 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
UX quality322
Support183
Bonuses Fairness124
Payouts112
KYC33
Responsible gambling1

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.