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Bitpanda

Australia · 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.

243 signals collected → 226 passed filters → 84 used in the current score.

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

Collected243
passed filters84
Used84
Why signals were excluded
  • 140No gradeable aspect
  • 2Too short to score
  • 17Likely fake · filtered
Aspects with enough evidence
Support quality (59) Platform UX (24) Fiat payouts (23) KYC friction (18) Fees transparency (14) Fiat ramps (5) Asset breadth (5)
Collected
243signals
Filtered out
15965% set aside
Used
8435% 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 84Too short 2No gradeable aspect 140Likely fake 17

Why signals were set aside

159 filtered
No gradeable aspect140
Too short to score2
Likely fake · filtered17
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-AU-EX-2
2 sources · 2 categories · 84 of 243 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 source91 collected · 69 used in score · 22 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
Support quality59
Platform UX24
Fiat payouts23
KYC friction18
Fees transparency14
Fiat ramps5
Asset breadth5

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.