Leader
56Heralded Score, range 46–70
The most visible cloud hosting platforms in France, October 2026
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
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 |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 |  AWS US | New entry | 56 , range 46–70 | 56#1 | 56
| 71% | 17% | | First reading | |
| 2 | | New entry | 48 , range 40–63 | 48#2 | 48
| 50% | 23% | | First reading | |
| 3 | | New entry | 46 , range 39–59 | 46#3 | 46
| 53% | 15% | | First reading | |
| 4 | | New entry | 41 , range 33–51 | 41#4 | 41
| 32% | 21% |  | First reading | |
| 5 | | New entry | 39 , range 32–49 | 39#5 | 39
| 30% | 18% | | First reading | |
| 6 | | New entry | 37 , range 31–47 | 37#6 | 37
| 35% | 9% | | First reading | |
| 7 | | New entry | 37 , range 30–47 | 37#7 | 37
| 27% | 17% | | First reading | |
| 8 | | New entry | 36 , range 28–46 | 36#8 | 36
| 27% | 14% | | First reading | |
| 9 | | New entry | 33 , range 19–42 | 33#9 | 33
| 27% | 7% | | First reading | |
| 10 | | New entry | 33 , range 16–42 | 33#10 | 33
| 26% | 7% | 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 |
|---|---|---|---|---|---|---|
| 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 |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| best cloud hosting platform for independent developers | English | |
| cloud hosting for small software teams | English | |
| how can a developer host an app without managing servers | English | |
| how to keep a startup website online as traffic grows | English | AWS |
| managed cloud hosting vs self-managed servers for startups | English | |
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
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.