Leader
46Heralded Score, range 27–70
The most visible customer support tools in France, October 2026
Most cited source
7citations
From Google AI Mode, Gemini and Google AI Overviews
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| – | | Unranked | Too few answers | Not measured | 0= #56 | –
| 3% | 0% | None | First reading | |
| – | AI Mindloop | Unranked | Too few answers | Not measured | 0= #56 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 2= #44 | –
| 2% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | 3= #23 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #56 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #56 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #56 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #56 | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #56 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #56 | –
| 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 |
|---|---|---|---|---|---|---|
| 11 | | Vendor site | 1.7% | 1 of 4 | 2 | Not read |
| 12 | | Vendor site | 3.3% | 2 of 4 | 1 | 5 |
| 13 | | Community | 3.3% | 2 of 4 | 2 | Not read |
| 14 | | Consultancy | 3.3% | 2 of 4 | 1 | 6 |
| 15 | | Vendor site | 1.7% | 1 of 4 | 2 | Not read |
| 16 | | Review site | 3.3% | 1 of 4 | 2 | Not read |
| 17 | | Vendor site | 3.3% | 2 of 4 | 1 | 13 |
| 18 | | Consultancy | 1.7% | 1 of 4 | 1 | Not read |
| 19 | | Consultancy | 1.7% | 1 of 4 | 1 | Not read |
| 20 | | Vendor site | 1.7% | 1 of 4 | 1 | Not read |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| Quel est le meilleur logiciel de service client pour une équipe support ? | French | |
| Quels sont les meilleurs outils de service client pour les petites équipes ? | French | |
| Comment une équipe support peut-elle répondre plus rapidement aux clients ? | French | No brand recommended |
| Comment gérer les demandes des clients sans passer à côté de messages ? | French | No brand recommended |
| Pour une petite équipe, vaut-il mieux proposer un support client par e-mail ou par chat ? | French | |
| Pour une équipe, vaut-il mieux automatiser le service client ou répondre manuellement ? | French | No brand recommended |
| Quelles sont les alternatives à la gestion des demandes clients par e-mail ? | French | |
| Quelles sont les alternatives aux réponses manuelles aux questions des clients ? | French | No brand recommended |
| Je gère le support dans une équipe de trois personnes. Comment pouvons-nous traiter davantage de demandes ? | French | |
| Je dirige une petite entreprise et je veux répondre aux clients par e-mail et par chat. Quel outil utiliser ? | 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.