Leader
31Heralded Score, range 9–40
The most visible AI automation and consulting agencies in France, October 2026
Most cited source
34citations
From Google AI Mode, Gemini and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Gemini, not on Google AI Mode, Google AI Overviews and ChatGPT
Brands
Search is not measured for this board yet, so it ranks on AI answers.
| Rank | Brand | Rank change | Heralded Score All | AI | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | | First reading | |
| – | Velox | Unranked | Too few answers | Not measured | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 2% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 2% | 2% | None | First reading | |
| – | Volteyr | Unranked | Too few answers | Not measured | –
| 0% | 0% | None | First reading | |
| – | Waimia | Unranked | Too few answers | Not measured | –
| 0% | 0% | None | First reading | |
| – | We Call Shotgun | Unranked | Too few answers | Not measured | –
| 2% | 2% | | First reading | |
| – | WebNexaAI | Unranked | Too few answers | Not measured | –
| 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 gives each brand’s score and rank from the engines’ answers; Search is not measured for this board yet. 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 | | Consultancy | 3.3% | 2 of 4 | 3 | 1 |
| 12 | | Consultancy | 5.0% | 3 of 4 | 2 | 1 |
| 13 | | Vendor site | 1.7% | 1 of 4 | 2 | Not read |
| 14 | | Review site | 3.3% | 1 of 4 | 1 | 18 |
| 15 | | Directory | 3.3% | 1 of 4 | 2 | Not read |
| 16 | | Consultancy | 3.3% | 2 of 4 | 1 | Not read |
| 17 | | Consultancy | 3.3% | 2 of 4 | 1 | Not read |
| 18 | | Consultancy | 3.3% | 2 of 4 | 2 | Not read |
| 19 | | Directory | 1.7% | 1 of 4 | 2 | Not read |
| 20 | | Regulator | 3.3% | 1 of 4 | 1 | Not read |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| Quels sont les meilleurs cabinets de conseil en IA pour les entreprises de taille moyenne en France ? | French | 80 Consulting, |
| Agence d’automatisation par l’IA pour une entreprise en croissance en France | French | |
| Comment une entreprise peut-elle trouver un partenaire pour intégrer l’IA à ses processus en France ? | French | No brand recommended |
| Comment me faire accompagner pour déployer des agents IA dans mon entreprise en France ? | French | GENESIS CONSEIL |
| Développer l’IA en interne ou faire appel à une agence spécialisée pour une entreprise de taille moyenne en France | French | No brand recommended |
| Freelance en IA ou cabinet de conseil en IA pour une petite entreprise en France | French | |
| Quelles alternatives au recrutement d’une équipe IA en interne en France ? | French | No brand recommended |
| Quelles alternatives aux grands cabinets de conseil pour des projets d’IA en France ? | French | |
| Je dirige une entreprise de 100 personnes en France et je veux automatiser le service client avec l’IA. Avec quelle agence devrions-nous travailler ? | French | |
| Je dirige les opérations d’un fabricant en France et j’ai besoin d’un partenaire pour créer des workflows d’IA. | 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.