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Bitdefender

Australia · Antivirus
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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.

255 signals collected → 242 passed filters → 82 used in the current score.

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

Collected255
passed filters82
Used82
Why signals were excluded
  • 158No gradeable aspect
  • 2Too short to score
  • 13Likely fake · filtered
Aspects with enough evidence
✓ App UX (68)✓ Pricing & billing (24)✓ Support quality (16)✓ Uninstall friction (10)
Collected
255signals
Filtered out
17368% set aside
Used
8232% 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 82Too short 2No gradeable aspect 158Likely fake 13

Why signals were set aside

173 filtered
No gradeable aspect158
Too short to score2
Likely fake · filtered13
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

Source mix (2)
App stores1Collected96Used52
Public forums1Collected159Used30

Signals by aspect

volume used · not a score
App UX68
Pricing & billing24
Support quality16
Uninstall friction10

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.