Leader
47%of answers name it
The most visible cloud hosting platforms in France, October 2026
AI: how the engines answer the board's questions; Search: Google's top 10 for the questions' demand keywords; All: both combined. How the Heralded Score works.
Most cited source
10citations
From 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 | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| – | | Unranked | Too few answers | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 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. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.
This month's moves
First reading. No comparable previous month yet.
Biggest risers
No clear rise.
Biggest fallers
No clear fall.
New entries
Drop-outs
No drop-outs.
Most cited sources
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Social | 10.0% | 1 of 4 | 8 | Not read |
| 2 | | Review site | 10.0% | 3 of 4 | 5 | 3 |
| 3 |  shopify.com | Vendor site | 5.0% | 3 of 4 | 5 | Not read |
| 4 | | Vendor site | 1.7% | 1 of 4 | 5 | Not read |
| 5 | | Directory | 6.7% | 3 of 4 | 1 | 7 |
| 6 | | Regulator | 1.7% | 1 of 4 | 4 | Not read |
| 7 | | Directory | 6.7% | 2 of 4 | 1 | 11 |
| 8 | | Regulator | 3.3% | 1 of 4 | 3 | Not read |
| 9 | | Directory | 5.0% | 2 of 4 | 2 | 8 |
| 10 | | Media | 5.0% | 2 of 4 | 2 | 4 |
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| Quelle est la meilleure plateforme d’hébergement cloud pour une startup ? | French | |
| Hébergement cloud pour les petites boutiques en ligne | French | |
| Comment une startup peut-elle assurer la disponibilité de son application sans interruption ? | French | No brand recommended |
| Comment héberger une boutique en ligne qui attire de plus en plus de visiteurs ? | French | No brand recommended |
| Serveur interne ou hébergement cloud pour une startup ? | French | No brand recommended |
| Serveur dédié ou hébergement cloud pour une petite boutique en ligne ? | French | |
| Quelles sont les alternatives à l’hébergement sur serveur dédié pour une boutique en ligne ? | French | No brand recommended |
| Quelles alternatives aux serveurs sur site pour les applications d’une petite entreprise ? | French | No brand recommended |
| Je dirige une petite startup et je cherche un hébergement cloud avec des coûts mensuels prévisibles. | French | |
| J’ai une boutique en ligne avec un trafic saisonnier et je cherche des ressources cloud flexibles. | French |  AWS |
Each engine's top three
Google AI Mode
- 1
- 2
OVHcloud
- 3
DigitalOcean
Gemini
- 1
- = 2
Google Cloud
- = 2
Microsoft Azure
Google AI Overviews
- 1
- 2
- 3
ChatGPT
- 1
- 2
- 3
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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.