Leader
28%of answers name it
AI: how the engines answer the board's questions; Search: Google's top 10 for the questions' demand keywords; All: both combined. How the Heralded Score works.
Leader
28%of answers name it
Most cited source
5citations
From Google AI Mode, Google AI Overviews and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on ChatGPT, not on Google AI Mode, Gemini and Google AI Overviews
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 51 , range 20–60 | 51
| 28% | 12% | None | First reading | |
| 2 | | New entry | 51 , range 24–67 | 51
| 30% | 19% | None | First reading | |
| 3 | | New entry | 41 , range 4–52 | 41
| 16% | 5% | None | First reading | |
| 4 | | New entry | 38 , range 21–55 | 38
| 20% | 11% | None | First reading | |
| 5 | | New entry | 36 , range 13–56 | 36
| 19% | 9% | None | First reading | |
| 6 | | New entry | 34 , range 5–52 | 34
| 13% | 7% | None | First reading | |
| 7 | | New entry | 31 , range 0–74 | 31
| 2% | 1% | None | First reading | |
| 8 | | New entry | 28 , range 0–74 | 28
| 4% | 3% | None | First reading | |
| 9 | | New entry | 22 , range 0–74 | 22
| 4% | 2% | None | First reading | |
| 10 | | New entry | 20 , range 0–74 | 20
| 3% | 1% | None | 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.
First reading. No comparable previous month yet.
No clear rise.
No clear fall.
No drop-outs.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Review site | 6.7% | 3 of 4 | 3 | 0 |
| 2 | | Review site | 1.7% | 1 of 4 | 2 | Not read |
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| What antivirus app should I use to protect my Windows laptop from malware? | English | |
| Which antivirus app can protect my family’s phones and computers? | English | |
| What should I use to protect my Mac from viruses and ransomware? | English | |
| Which antivirus app can protect my Android phone from malicious apps? | English | |
| How can I stop malware infecting my laptop? | English | |
| How can I protect my family from phishing links and unsafe downloads? | English | |
| How can I remove a virus and stop it coming back? | English | |
| How can I tell if spyware is tracking my phone? | English | No brand recommended |
| Is my device’s built-in security enough, or should I install an antivirus app? | English | |
| Should I use one security app across my phone and computer, or separate apps? | English | |
For the AI side, 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.