Leader
30%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
30%of answers name it
Most cited source
2citations
From Google AI Overviews
Where engines disagree most
1/4engines put it in their top three
Top three on Gemini, not on Google AI Mode, Google AI Overviews and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 57 , range 25–70 | 57
| 30% | 24% | None | First reading | |
| 2 | | New entry | 52 , range 22–61 | 52
| 25% | 16% | None | First reading | |
| 3 | | New entry | 41 , range 21–60 | 41
| 24% | 13% | None | First reading | |
| 4 | | New entry | 37 , range 7–53 | 37
| 16% | 6% | None | First reading | |
| 5 | | New entry | 33 , range 6–52 | 33
| 13% | 7% | None | First reading | |
| 6 | | New entry | 27 , range 4–50 | 27
| 14% | 3% | None | First reading | |
| 7 | | New entry | 27 , range 0–75 | 27
| 4% | 1% | None | First reading | |
| 8 | | New entry | 24 , range 3–50 | 24
| 9% | 6% | None | First reading | |
| 9 | | New entry | 24 , range 0–74 | 24
| 3% | 1% | None | First reading | |
| 10 | | New entry | 17 , range 0–74 | 17
| 2% | 0% | 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 | | Reference | 3.3% | 1 of 4 | 2 | Not read |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| Quel antivirus choisir pour protéger mon PC Windows des logiciels malveillants ? | French | |
| Quel antivirus peut protéger les téléphones et les ordinateurs de toute la famille ? | French | |
| Que choisir pour protéger mon Mac des virus et des rançongiciels ? | French | |
| Quel antivirus peut protéger mon téléphone Android des applications malveillantes ? | French | |
| Comment empêcher les logiciels malveillants d’infecter mon ordinateur portable ? | French | |
| Comment protéger ma famille contre les liens d’hameçonnage et les téléchargements dangereux ? | French | No brand recommended |
| Comment supprimer un virus et éviter qu’il revienne ? | French | |
| Comment savoir si un logiciel espion suit les activités sur mon téléphone ? | French | |
| La sécurité intégrée de mon appareil suffit-elle ou vaut-il mieux installer un antivirus ? | French | |
| Vaut-il mieux utiliser la même application de sécurité sur mon téléphone et mon ordinateur, ou des applications différentes ? | French | |
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.