Leader
76%of answers name it
Leader
76%of answers name it
Most cited source
41citations
From Google AI Mode and ChatGPT
Where engines disagree most
2/4engines put it in their top three
Top three on Google AI Overviews and ChatGPT, not on Google AI Mode and Gemini
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 21 | | New entry | 3 , range 1–9 | 3
| 4% | 0% | None | First reading | |
| 22 | Chroot | New entry | 3 , range 1–9 | 3
| 3% | 1% | None | First reading | |
| 23 | | New entry | 3 , range 1–8 | 3
| 3% | 0% | None | First reading | |
| 24 | | New entry | 2 , range 1–7 | 2
| 3% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 2% | 1% | | First reading | |
| – | BTS Telecom | Unranked | Too few answers | –
| 2% | 2% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | | First reading | |
| – | | Unranked | Too few answers | –
| 2% | 0% | None | First reading | |
| – | DataHost | Unranked | Too few answers | –
| 1% | 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.
First reading. No comparable previous month yet.
No clear rise.
No clear fall.
No drop-outs.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Brand site | 15.8% | 2 of 4 | 36 | 4 |
| 2 | | Brand site | 12.5% | 2 of 4 | 21 | 4 |
| 3 | | Brand site | 10.8% | 3 of 4 | 13 | 11 |
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | | Brand site | 8.3% | 2 of 4 | 7 | 1 |
| 6 | | Brand site | 9.2% | 4 of 4 | 12 | 1 |
| 7 | | Vendor site | 6.7% | 3 of 4 | 5 | 3 |
| 8 | | Community | 5.8% | 2 of 4 | 5 | 16 |
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| 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 | |
| managed cloud hosting vs self-managed servers for startups | English | No brand recommended |
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.