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Bitdefender

United States · Antivirus
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.

927 signals collected → 867 passed filters → 330 used in the current score.

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

Collected927
passed filters330
Used330
Why signals were excluded
  • 520No gradeable aspect
  • 17Too short to score
  • 60Likely fake · filtered
Aspects with enough evidence
✓ App UX (264)✓ Pricing & billing (97)✓ Support quality (68)✓ Uninstall friction (22)
Collected
927signals
Filtered out
59764% set aside
Used
33036% of collected
Sources
43 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 330Too short 17No gradeable aspect 520Likely fake 60

Why signals were set aside

597 filtered
No gradeable aspect520
Too short to score17
Likely fake · filtered60
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 · 330 of 927 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 source69 collected · 35 used in score · 34 set aside
1 source — does not clear the 2-source floor on its own
— /10
App stores
2 sources501 collected · 242 used in score · 259 set aside
— /10
Public forums
1 source357 collected · 53 used in score · 304 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
App UX264
Pricing & billing97
Support quality68
Uninstall friction22

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.