Leader
58%of answers name it
The most visible antivirus apps on Google AI Mode, October 2026
Most cited source
4citations
From Google AI Mode
Where engines disagree most
One engine
This page reads Google AI Mode only. Set Engine to All to compare them.
Brands
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1 | | 66 , range 44–81 | 58% | 46% | | First reading | |
| 2 | | 61 , range 41–79 | 54% | 42% | | First reading | |
| 3 | | 54 , range 38–75 | 54% | 29% | | First reading | |
| 4 | | 36 , range 14–56 | 29% | 13% | | First reading | |
| 5 | | 29 , range 3–47 | 17% | 8% | | First reading | |
| 6 | | 8 , range 1–40 | 13% | 0% | | First reading | |
| – | | Too few answers | 0% | 0% | | First reading | |
| – | | Too few answers | 0% | 0% | | First reading | |
| – | | Too few answers | 0% | 0% | | First reading | |
| – | | Too few answers | 0% | 0% | | First reading |
“=” marks brands whose score ranges overlap, so the test cannot separate them. Every brand named in at least three answers is ranked. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.
Most cited sources
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Media | 20.0% | 1 of 4 | 3 | Not read |
| 2 | | Vendor site | 10.0% | 1 of 4 | 3 | 1 |
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | | Community | 5.0% | 1 of 4 | 2 | 7 |
| 5 | | Reference | 5.0% | 1 of 4 | 1 | 4 |
| 6 | Withheld. Run a full Snapshot to see it. | |||||
| 7 | | Media | 5.0% | 1 of 4 | 1 | 8 |
| 8 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | | Brand site | 5.0% | 1 of 4 | 1 | 1 |
| 10 | | Media | 5.0% | 1 of 4 | 1 | 3 |
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| what antivirus app should i use to protect my windows laptop from malware | English | |
| which antivirus app can protect a family’s phones and computers | English | |
| what should i use to keep my mac safe from viruses and ransomware | English | |
| which antivirus app helps protect my android phone from malicious apps | English | |
| how do i stop malware from infecting my laptop | English | No brand recommended |
| how can i protect my family from phishing links and unsafe downloads | English | |
| how do i remove a virus and keep it from coming back | English | |
| how can i tell if spyware is tracking my phone | English | No brand recommended |
| is built-in device security enough or should i install an antivirus app | English | No brand recommended |
| should i use one security app across my phone and computer or separate apps | English | |
Each engine's top three
Google AI Mode
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Method
Each month Heralded asks every engine the same buyer questions, twice each, and reads every answer. An answer counts 0 for a brand it leaves out, 50 for a brand it names and 100 for a brand it recommends, and the Heralded Score is built from those. A brand named in at least three answers gets a score and a place.