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Phantom

Australia · Crypto Wallet
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.

3,323 signals collected → 2,379 passed filters → 273 used in the current score.

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

Collected3,323
passed filters273
Used273
Why signals were excluded
  • 418No gradeable aspect
  • 1,688Too short to score
  • 944Likely fake · filtered
Aspects with enough evidence
✓ Wallet UX (238)✓ DeFi / dApp integration (30)✓ Support quality (23)
Collected
3,323signals
Filtered out
3,05092% set aside
Used
2738% 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 273Too short 1,688No gradeable aspect 418Likely fake 944

Why signals were set aside

3,050 filtered
No gradeable aspect418
Too short to score1,688
Likely fake · filtered944
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 · 273 of 3,323 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 source9 collected · 3 used in score · 6 set aside
1 source — does not clear the 2-source floor on its own
— /10
App stores
2 sources3,232 collected · 257 used in score · 2,975 set aside
— /10
Public forums
1 source82 collected · 13 used in score · 69 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
Wallet UX238
DeFi / dApp integration30
Support quality23

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.