Leader
45Heralded Score, range 22–62
The most visible travel and expense tools in France, October 2026
Most cited source
3citations
From ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Mode, not on Gemini, Google AI Overviews and ChatGPT
Brands
| Rank | Brand | Rank change | Heralded Score All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 45 , range 22–62 | 43#1 | 47#2 | 45
| 28% | 14% | | First reading | |
| 2 | | New entry | 45 , range 22–61 | 42#2 | 49#1 | 45
| 27% | 14% | | First reading | |
| 3 | | New entry | 38 , range 17–55 | 35#6 | 43#3 | 38
| 24% | 5% | | First reading | |
| 4 | | New entry | 35 , range 11–54 | 33#8 | 38#5 | 35
| 20% | 5% | | First reading | |
| 5 | | New entry | 34 , range 17–53 | 34#7 | 34#8 | 34
| 18% | 7% | None | First reading | |
| 6 | | New entry | 32 , range 17–55 | 36#5 | 26#12 | 32
| 21% | 6% | | First reading | |
| 7 | | New entry | 30 , range 6–51 | 30#10 | 31#10 | 30
| 16% | 3% | None | First reading | |
| 8 | | New entry | 30 , range 5–51 | 26#11 | 38#6 | 30
| 16% | 2% | | First reading | |
| 9 | | New entry | 28 , range 17–55 | 36#4 | 15#17 | 28
| 20% | 7% | | First reading | |
| 10 | | New entry | 28 , range 9–53 | 33#9 | 19#15 | 28
| 16% | 6% | 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 |
|---|---|---|---|---|---|---|
| 11 | | Media | 1.7% | 1 of 4 | 1 | Not read |
| 12 | | Media | 1.7% | 1 of 4 | 1 | Not read |
| 13 | | Media | 1.7% | 1 of 4 | 1 | Not read |
| 14 | | Media | 1.7% | 1 of 4 | 1 | Not read |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| 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 | |
Each engine's top three
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.