The most visible travel and expense tools in France, October 2026

October 2026 · 15 questions asked from France in French and English · ChatGPT, Google AI Overviews, Gemini and Google AI Mode · 60 answers read

Leader

Spendesk

45Heralded Score, range 22–62

Most cited source

urssaf.fr

10citations

From Google AI Mode, Google AI Overviews and ChatGPT

Where engines disagree most

Mooncard

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
– Webexpenses Unranked Too few answers Not measured 3= #35
–
  • : Unranked
0% 0% None First reading
– Wise Business GB Unranked Too few answers Not measured 0= #56
–
  • : Unranked
3% 0% None First reading
– Wizrom RO Unranked Too few answers Not measured 0= #56
–
  • : Unranked
0% 0% None First reading
– WorkTrips Unranked Too few answers Not measured 0= #56
–
  • : Unranked
0% 0% None First reading
– XpenseOne AU Unranked Too few answers Not measured 0= #56
–
  • : Unranked
0% 0% None First reading
– Yokoy CH Unranked Too few answers Not measured 0= #56
–
  • : Unranked
0% 0% None First reading
– Zoho Books IN Unranked Too few answers Not measured 13#18
–
  • : Unranked
4% 0% First reading
– Zucchetti Infinity ZTravel IT Unranked Too few answers Not measured 0= #56
–
  • : Unranked
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 urssaf.fr Regulator 11.7% 3 of 4 2 Not read
2 youtube.com Social 5.0% 2 of 4 7 Not read
3 indy.fr Vendor site 10.0% 2 of 4 1 11
4 irs.gov Regulator 3.3% 1 of 4 2 Not read
5 francenum.gouv.fr Regulator 5.0% 2 of 4 2 3
6 l-expert-comptable.com Consultancy 6.7% 2 of 4 2 11
7 service-public.gouv.fr Regulator 3.3% 2 of 4 4 Not read
8 apps365.com Vendor site 5.0% 2 of 4 1 1
9 centralevoyages.fr Vendor site 1.7% 1 of 4 3 Not read
10 logiciels-saas.fr Media 5.0% 1 of 4 1 9

Questions asked

QuestionLanguageMost recommended
Quel est le meilleur logiciel de gestion des frais de déplacement pour une petite entreprise ? French N2F and Qonto, tied
Gestion des frais de déplacement pour les équipes commerciales French N2F and SAP Concur, tied
Comment faire gagner du temps aux employés dans la saisie de leurs notes de frais de déplacement ? French Cegid, Eurécia and Spendesk, tied
Comment suivre les dépenses des employés lors de leurs déplacements professionnels ? French Cegid and N2F, tied
Logiciel de réservation de voyages ou de gestion des notes de frais pour les entreprises ? French Navan, SAP Concur and Spendesk, tied
Applications de notes de frais ou tableurs pour gérer les frais de déplacement ? French Jenji, N2F, SAP Concur and Spendesk, tied
Quelles alternatives au fait de laisser les employés réserver eux-mêmes leurs déplacements professionnels ? French Cegid and Centrale Voyages, tied
Quelles alternatives aux notes de frais papier pour une petite entreprise ? French N2F
Je suis responsable des opérations dans une entreprise de 20 personnes. Comment suivre les déplacements professionnels et les dépenses ? French N2F
Je dirige une équipe commerciale qui se déplace souvent. Comment maîtriser notre budget de déplacement ? French Expensify, Expensya, Jenji, Lucca, Navan, TravelPerk, Spendesk, Swile Travel and TravelPerk, tied

Each engine's top three

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.

How the leaderboards are measured