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 |
|---|---|---|---|---|---|---|---|---|
| | Unranked in HR and payroll tools in France#1 in accounting tools in France | 45 , range 8–52 | No history yet | 16% | 8% | None | First reading | |
| | #1 in business intelligence tools in France | 40 , range 30–73 | No history yet | 41% | 19% | None | First reading | |
| | #1 in VPNs in France | 51 , range 22–62 | No history yet | 25% | 17% | None | First reading | |
| | #1 in European neobanks in France | 75 , range 44–82 | No history yet | 57% | 36% | None | First reading | |
 Shopify CA | #3 in website builders in France#1 in e-commerce platforms in France | 59 , range 40–76 | No history yet | 51% | 28% | | First reading | |
| | #1 in travel and expense tools in France | 45 , range 22–62 | No history yet | 28% | 14% | None | First reading | |
| | #1 in website builders in France | 63 , range 49–84 | No history yet | 59% | 44% | | First reading | |
| | #1 in customer support tools in France | 46 , range 27–70 | No history yet | 41% | 14% | None | First reading | |
| | #2 in password managers in France | 55 , range 31–74 | No history yet | 44% | 23% | | First reading | |
| | #2 in sales engagement tools in France | 30 , range 20–58 | No history yet | 21% | 12% | 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 |
|---|---|---|
| Quel est le meilleur logiciel de gestion des frais de déplacement pour une petite entreprise ? | French | |
| Gestion des frais de déplacement pour les équipes commerciales | French | |
| Comment faire gagner du temps aux employés dans la saisie de leurs notes de frais de déplacement ? | French | |
| Comment suivre les dépenses des employés lors de leurs déplacements professionnels ? | French | |
| Logiciel de réservation de voyages ou de gestion des notes de frais pour les entreprises ? | French | |
| Applications de notes de frais ou tableurs pour gérer les frais de déplacement ? | French | |
| Quelles alternatives au fait de laisser les employés réserver eux-mêmes leurs déplacements professionnels ? | French | |
| Quelles alternatives aux notes de frais papier pour une petite entreprise ? | French | |
| Je suis responsable des opérations dans une entreprise de 20 personnes. Comment suivre les déplacements professionnels et les dépenses ? | French | |
| Je dirige une équipe commerciale qui se déplace souvent. Comment maîtriser notre budget de déplacement ? | 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.