Leader
37%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
37%of answers name it
Most cited source
13citations
From Google AI Mode and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Mode, not on Gemini, Google AI Overviews and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 60 , range 31–73 | 60
| 37% | 23% | None | First reading | |
| 2 | | New entry | 44 , range 23–65 | 44
| 28% | 17% | | First reading | |
| 3 | | New entry | 43 , range 20–59 | 43
| 24% | 11% | | First reading | |
| 4 | | New entry | 41 , range 19–58 | 41
| 19% | 14% | | First reading | |
| 5 | | New entry | 41 , range 6–53 | 41
| 17% | 5% | | First reading | |
| 6 | | New entry | 38 , range 5–52 | 38
| 14% | 7% | | First reading | |
| 7 | | New entry | 26 , range 0–75 | 26
| 3% | 1% | None | First reading | |
| 8 | | New entry | 21 , range 1–43 | 21
| 7% | 2% | | First reading | |
| 9 | | New entry | 21 , range 3–50 | 21
| 11% | 4% | | First reading | |
| 10 | | New entry | 16 , range 3–50 | 16
| 9% | 4% | | 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 |
|---|---|---|---|---|---|---|
| 11 | Withheld. Run a full Snapshot to see it. | |||||
| 12 | Withheld. Run a full Snapshot to see it. | |||||
| 13 | | Vendor site | 1.7% | 1 of 4 | 1 | Not read |
| 14 | Withheld. Run a full Snapshot to see it. | |||||
| 15 | Withheld. Run a full Snapshot to see it. | |||||
| 16 | Withheld. Run a full Snapshot to see it. | |||||
| 17 | | Vendor site | 1.7% | 1 of 4 | 1 | Not read |
| 18 | Withheld. Run a full Snapshot to see it. | |||||
| 19 | | Vendor site | 1.7% | 1 of 4 | 1 | Not read |
| 20 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| ¿Qué antivirus debería usar para proteger mi portátil con Windows frente al malware? | Spanish | |
| ¿Qué antivirus puede proteger los móviles y ordenadores de toda la familia? | Spanish | |
| ¿Qué debería usar para proteger mi Mac de virus y ransomware? | Spanish | |
| ¿Qué antivirus ayuda a proteger mi móvil Android frente a aplicaciones maliciosas? | Spanish | |
| ¿Cómo puedo evitar que el malware infecte mi portátil? | Spanish | |
| ¿Cómo puedo proteger a mi familia de los enlaces de phishing y las descargas peligrosas? | Spanish | |
| ¿Cómo elimino un virus y evito que vuelva? | Spanish | |
| ¿Cómo puedo saber si hay spyware rastreando mi móvil? | Spanish | |
| ¿Basta con la seguridad integrada del dispositivo o debería instalar un antivirus? | Spanish | |
| ¿Debería usar una sola aplicación de seguridad en el móvil y el ordenador, o aplicaciones distintas? | Spanish | |
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.