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Bitpanda

United Kingdom · 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.

1,508 signals collected → 1,410 passed filters → 837 used in the current score.

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

Collected1,508
passed filters837
Used837
Why signals were excluded
  • 370No gradeable aspect
  • 203Too short to score
  • 98Likely fake · filtered
Aspects with enough evidence
Platform UX (534) Support quality (211) KYC friction (135) Fiat payouts (129) Fees transparency (125) Fiat ramps (69) Asset breadth (51)
Collected
1,508signals
Filtered out
67144% set aside
Used
83756% 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 837Too short 203No gradeable aspect 370Likely fake 98

Why signals were set aside

671 filtered
No gradeable aspect370
Too short to score203
Likely fake · filtered98
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-GB-EX-2
3 sources · 3 categories · 837 of 1,508 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 source130 collected · 100 used in score · 30 set aside
1 source — does not clear the 2-source floor on its own
/10
App stores
1 source1,226 collected · 722 used in score · 504 set aside
1 source — does not clear the 2-source floor on its own
/10
Public forums
1 source152 collected · 15 used in score · 137 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
Platform UX534
Support quality211
KYC friction135
Fiat payouts129
Fees transparency125
Fiat ramps69
Asset breadth51

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.