Most cited source
8citations
From 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 |
|---|---|---|---|---|---|---|---|---|
| | #1 in marketing automation tools in France#1 in CRM tools in France | 71 , range 43–79 | No history yet | 54% | 29% | None | First reading | |
| | #1 in project management tools in France | 68 , range 39–78 | No history yet | 51% | 28% | | First reading | |
 AWS US | #1 in cloud hosting platforms in France | 45 , range 29–70 | No history yet | 47% | 11% | | First reading | |
| | #2 in endpoint security tools in France#1 in antivirus apps in France | 50 , range 25–63 | No history yet | 27% | 21% | None | First reading | |
| | #1 in password managers in France | 74 , range 41–81 | No history yet | 52% | 38% | | First reading | |
| | #1 in e-signature tools in France | 62 , range 38–78 | No history yet | 57% | 22% | None | First reading | |
| | #1 in sales engagement tools in France | 65 , range 31–75 | No history yet | 48% | 21% | None | First reading | |
| | #1 in endpoint security tools in France#2 in antivirus apps in France | 51 , range 28–62 | No history yet | 29% | 19% | None | First reading | |
| | #45 in project management tools in France#1 in ERP tools in France#36 in CRM tools in France | 27 , range 17–51 | No history yet | 16% | 7% | None | First reading | |
| | #1 in HR and payroll tools in France | 47 , range 39–61 | No history yet | 49% | 21% | 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 |
|---|---|---|---|---|---|---|
| 1 | | Reference | 0.6% | 2 of 4 | 6 | 10 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | | Reference | 0.3% | 2 of 4 | 2 | 3 |
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | | Reference | 0.2% | 2 of 4 | 1 | 7 |
| 7 | Withheld. Run a full Snapshot to see it. | |||||
| 8 | | Reference | 0.1% | 1 of 4 | 2 | Not read |
| 9 | | Reference | 0.2% | 2 of 4 | 1 | 8 |
| 10 | Withheld. Run a full Snapshot to see it. | |||||
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| best travel and expense software for small businesses | English | |
| business travel booking and expense tracking for finance teams | English | |
| how can a small business track employee travel spending | English | |
| how to reimburse employees for business travel expenses | English | No brand recommended |
| centralized travel booking vs employee-paid bookings for small businesses | English | No brand recommended |
| Quel est le meilleur gestionnaire de mots de passe pour un usage personnel ? | French | |
| Quel est un bon gestionnaire de mots de passe pour une famille ? | French | |
| Comment organiser les mots de passe de tous mes comptes ? | French | |
| Comment partager des mots de passe en toute sécurité avec ma famille ? | French | |
| Ma famille devrait-elle utiliser un gestionnaire de mots de passe ou noter les mots de passe dans un carnet ? | French | |
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.