Most cited source
311citations
From Google AI Mode, Gemini and Google AI Overviews
AI visibility in France
Explore brands in industry panels measured from France.
Where engines disagree most
Not compared
A list across industries has no engine top three.
Brands
| Brand | Place in its industry | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|
| | Unranked in European neobanks in France | Too few answers | No history yet | 0% | 0% | None | First reading | |
| | Unranked in HR and payroll tools in FranceUnranked in ERP tools in FranceUnranked in accounting tools in France | Too few answers | No history yet | 0% | 0% | None | First reading | |
| | Unranked in travel and expense tools in France | Too few answers | No history yet | 0% | 0% | None | First reading | |
| | Unranked in marketing automation tools in France | Too few answers | No history yet | 0% | 0% | None | First reading | |
| | Unranked in e-signature tools in France | Too few answers | No history yet | 0% | 0% | None | First reading |
This list spans more than one industry, so each brand shows its place in its own. Every brand named in at least three answers is placed. 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 |
|---|---|---|---|---|---|---|
| 11 | | Regulator | 1.4% | 3 of 4 | 11 | 2 |
| 12 | | Consultancy | 2.1% | 3 of 4 | 14 | 37 |
| 13 | | Media | 1.9% | 3 of 4 | 15 | 13 |
| 14 | | Media | 2.2% | 4 of 4 | 7 | 35 |
| 15 | | Regulator | 1.7% | 3 of 4 | 13 | 3 |
| 16 | | Media | 1.8% | 4 of 4 | 15 | 42 |
| 17 | | Review site | 1.5% | 4 of 4 | 16 | 13 |
| 18 | | Media | 1.5% | 3 of 4 | 8 | 29 |
| 19 | | Regulator | 0.7% | 1 of 4 | 15 | Not read |
| 20 | | Directory | 1.2% | 3 of 4 | 9 | 28 |
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| 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 | |
| Do I need antivirus protection if I only download apps from official stores? | English | |
| What can I use instead of relying on my laptop’s built-in security? | English | |
| How can I replace separate security apps with one app for all my devices? | English | |
| I work remotely and need to protect my laptop when using public Wi-Fi. | English | No brand recommended |
| I have children who use shared devices and need to block unsafe downloads. | English | No brand recommended |
Industries
Method
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.