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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.

412 signals collected → 396 passed filters → 135 used in the current score.

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

Collected412
passed filters135
Used135
Why signals were excluded
  • 257No gradeable aspect
  • 4Too short to score
  • 16Likely fake · filtered
Aspects with enough evidence
Support quality (114) Fiat payouts (63) Platform UX (32) KYC friction (29) Fees transparency (17) Fiat ramps (8)
Collected
412signals
Filtered out
27767% set aside
Used
13533% 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 135Too short 4No gradeable aspect 257Likely fake 16

Why signals were set aside

277 filtered
No gradeable aspect257
Too short to score4
Likely fake · filtered16
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 mixIF-US-EX-2
2 sources · 2 categories · 135 of 412 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 source131 collected · 116 used in score · 15 set aside
1 source — does not clear the 2-source floor on its own
/10
Public forums
1 source281 collected · 19 used in score · 262 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 quality114
Fiat payouts63
Platform UX32
KYC friction29
Fees transparency17
Fiat ramps8

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.