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McAfee

United States · 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.

812 signals collected → 801 passed filters → 572 used in the current score.

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

Collected812
passed filters572
Used572
Why signals were excluded
  • 218No gradeable aspect
  • 11Too short to score
  • 11Likely fake · filtered
Aspects with enough evidence
✓ Pricing & billing (366)✓ Support quality (327)✓ App UX (222)✓ Uninstall friction (122)
Collected
812signals
Filtered out
24030% set aside
Used
57270% 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 572Too short 11No gradeable aspect 218Likely fake 11

Why signals were set aside

240 filtered
No gradeable aspect218
Too short to score11
Likely fake · filtered11
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 platforms1Collected754Used562
Public forums1Collected58Used10

Signals by aspect

volume used · not a score
Pricing & billing366
Support quality327
App UX222
Uninstall friction122

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.