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McAfee

Canada · 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.

952 signals collected → 917 passed filters → 487 used in the current score.

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

Collected952
passed filters487
Used487
Why signals were excluded
  • 402No gradeable aspect
  • 28Too short to score
  • 35Likely fake · filtered
Aspects with enough evidence
✓ App UX (295)✓ Pricing & billing (217)✓ Support quality (154)✓ Uninstall friction (75)
Collected
952signals
Filtered out
46549% set aside
Used
48751% of collected
Sources
33 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 487Too short 28No gradeable aspect 402Likely fake 35

Why signals were set aside

465 filtered
No gradeable aspect402
Too short to score28
Likely fake · filtered35
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
3 sources · 3 categories · 487 of 952 used in score

3 sources across 3 categories are the diversity the ≥2-source floor is measured on. 3 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 source335 collected · 239 used in score · 96 set aside
1 source — does not clear the 2-source floor on its own
— /10
App stores
1 source473 collected · 228 used in score · 245 set aside
1 source — does not clear the 2-source floor on its own
— /10
Public forums
1 source144 collected · 20 used in score · 124 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 UX295
Pricing & billing217
Support quality154
Uninstall friction75

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.