Leader
44Heralded Score, range 25–69
The most visible business cybersecurity tools in France, October 2026
Most cited source
21citations
From Gemini, Google AI Overviews and ChatGPT
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
Brands
| Rank | Brand | Rank change | Heralded Score All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| – | | Unranked | Too few answers | Not measured | 7= #14 | –
| 2% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | 2= #22 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #50 | –
| 0% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | 32#4 | –
| 3% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | 2= #22 | –
| 0% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | 14#6 | –
| 2% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 2= #22 | –
| 0% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | 2= #22 | –
| 0% | 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. AI and Search give each brand’s score and rank on that side alone. 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 | | Regulator | 15.0% | 3 of 4 | 14 | Not read |
| 2 | | Regulator | 8.3% | 1 of 4 | 7 | 2 |
| 3 | | Regulator | 6.7% | 2 of 4 | 9 | Not read |
| 4 | | Social | 8.3% | 2 of 4 | 8 | Not read |
| 5 | | Regulator | 6.7% | 2 of 4 | 4 | 1 |
| 6 | | Regulator | 6.7% | 2 of 4 | 6 | Not read |
| 7 | | Review site | 6.7% | 4 of 4 | 4 | 9 |
| 8 | | Regulator | 6.7% | 2 of 4 | 4 | Not read |
| 9 | | Directory | 3.3% | 1 of 4 | 3 | Not read |
| 10 | | Consultancy | 5.0% | 2 of 4 | 1 | 18 |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| Quelles sont les meilleures solutions de sécurité des terminaux pour les petites entreprises ? | French | |
| Comment les entreprises de taille moyenne peuvent-elles protéger les ordinateurs portables professionnels de leurs équipes informatiques ? | French | No brand recommended |
| Comment une petite entreprise peut-elle protéger les ordinateurs de ses employés contre les virus ? | French | No brand recommended |
| Comment empêcher les rançongiciels d’infecter les ordinateurs portables professionnels ? | French | No brand recommended |
| Antivirus traditionnel ou détection comportementale pour une petite entreprise ? | French | |
| Protection sur site ou sécurité des terminaux gérée pour une petite entreprise ? | French | |
| Quelles alternatives à l’installation d’un antivirus sur chaque ordinateur pour une petite entreprise ? | French | |
| Quelles alternatives à l’examen manuel des alertes de sécurité pour une petite équipe informatique ? | French | |
| Je suis responsable informatique dans une entreprise de 20 personnes. Quelle protection choisir pour nos ordinateurs portables ? | French | |
| Je dirige une équipe informatique sans spécialiste en sécurité. Comment protéger les ordinateurs de l’entreprise ? | French | |
Each engine's top three
Google AI Mode
No brand named in at least three answers.
Gemini
Google AI Overviews
ChatGPT
Related leaderboards
Method
Each leaderboard ranks brands on two sides. AI is how ChatGPT, Gemini, Google AI Overviews and Google AI Mode answer the board's buyer questions. Search is Google's top 10 results for the keywords behind those questions. All combines the two, where Search is measured.
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.