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Gemini

United States · Crypto Exchange
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.

1,037 signals collected → 997 passed filters → 545 used in the current score.

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

Collected1,037
passed filters545
Used545
Why signals were excluded
  • 442No gradeable aspect
  • 10Too short to score
  • 40Likely fake · filtered
Aspects with enough evidence
✓ Support quality (318)✓ Platform UX (246)✓ Fiat payouts (213)✓ KYC friction (87)✓ Fiat ramps (66)✓ Fees transparency (49)✓ Asset breadth (10)
Collected
1,037signals
Filtered out
49247% set aside
Used
54553% of collected
Sources
33 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 545Too short 10No gradeable aspect 442Likely fake 40

Why signals were set aside

492 filtered
No gradeable aspect442
Too short to score10
Likely fake · filtered40
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
3 sources · 3 categories · 545 of 1,037 used in score

3 sources across 3 categories are the diversity the ≥2-source floor is measured on. 3 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 source131 collected · 116 used in score · 15 set aside
1 source — does not clear the 2-source floor on its own
— /10
App stores
1 source526 collected · 410 used in score · 116 set aside
1 source — does not clear the 2-source floor on its own
— /10
Public forums
1 source380 collected · 19 used in score · 361 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 quality318
Platform UX246
Fiat payouts213
KYC friction87
Fiat ramps66
Fees transparency49
Asset breadth10

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.