Leader
77%of answers name it
The most visible American cloud hosting platforms on ChatGPT in Romania, October 2026
Most cited source
39citations
From ChatGPT
Where engines disagree most
One engine
This page reads ChatGPT only. Set Engine to All to compare them.
Brands
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1#1 overall |  AWS US | 73 , range 54–82 | 77% | 37% | | First reading | |
| 2#2 overall | | 55 , range 40–75 | 53% | 30% | | First reading | |
| 3#3 overall | | 53 , range 40–73 | 60% | 20% | | First reading | |
| 4#4 overall | | 49 , range 36–72 | 40% | 33% | | First reading | |
| 5#6 overall | | 35 , range 22–49 | 23% | 17% | | First reading | |
| 6#7 overall | | 32 , range 18–46 | 17% | 17% | None | First reading | |
| 7#8 overall | | 26 , range 13–41 | 13% | 10% | None | First reading | |
| 8#10 overall | | 23 , range 12–40 | 10% | 10% | None | First reading | |
| 9#11 overall | | 20 , range 11–37 | 13% | 3% | None | First reading | |
| 10#14 overall | | 14 , range 2–34 | 10% | 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.
Most cited sources
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | amazon.com | Brand site | 60.0% | 1 of 4 | 34 | 4 |
| 2 | | Brand site | 43.3% | 1 of 4 | 18 | 4 |
| 3 | | Brand site | 33.3% | 1 of 4 | 8 | 5 |
| 4 | | Brand site | 30.0% | 1 of 4 | 7 | 0 |
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | | Brand site | 23.3% | 1 of 4 | 9 | 1 |
| 7 | Withheld. Run a full Snapshot to see it. | |||||
| 8 | | Brand site | 10.0% | 1 of 4 | 4 | 1 |
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| care este cea mai bună platformă de găzduire cloud pentru startup-uri | Romanian | AWS, |
| găzduire cloud pentru magazine online mici | Romanian | No brand recommended |
| cum poate un startup să-și țină aplicația online fără întreruperi | Romanian | No brand recommended |
| cum găzduiesc un magazin online care primește mai mulți vizitatori | Romanian | No brand recommended |
| server propriu sau găzduire cloud pentru startup-uri | Romanian | |
| server dedicat sau cloud pentru magazine online mici | Romanian | |
| alternative la găzduirea pe server dedicat pentru magazine online | Romanian | No brand recommended |
| alternative la serverele locale pentru aplicațiile unei firme mici | Romanian | AWS |
| conduc un startup mic și am nevoie de găzduire cloud cu costuri lunare previzibile | Romanian | |
| am un magazin online cu trafic sezonier și caut resurse cloud flexibile | Romanian | AWS and |
Each engine's top three
ChatGPT
- 1
- 2
Google Cloud
- 3
Microsoft Azure
Related leaderboards
Method
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.