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McAfee

United Kingdom · 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.

1,347 signals collected → 1,341 passed filters → 1,087 used in the current score.

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

Collected1,347
passed filters1,087
Used1,087
Why signals were excluded
  • 248No gradeable aspect
  • 6Too short to score
  • 6Likely fake · filtered
Aspects with enough evidence
✓ Pricing & billing (747)✓ Support quality (660)✓ App UX (383)✓ Uninstall friction (184)
Collected
1,347signals
Filtered out
26019% set aside
Used
1,08781% 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 1,087Too short 6No gradeable aspect 248Likely fake 6

Why signals were set aside

260 filtered
No gradeable aspect248
Too short to score6
Likely fake · filtered6
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)
Review platforms1Collected1,289Used1,077
Public forums1Collected58Used10

Signals by aspect

volume used · not a score
Pricing & billing747
Support quality660
App UX383
Uninstall friction184

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.