Leader
95%of answers name it
Leader
95%of answers name it
Most cited source
47citations
From Google AI Mode, Google AI Overviews and ChatGPT
Where engines disagree most
They agree
Every engine names the same top three.
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 84 , range 78–88 | 84
| 95% | 58% | None | First reading | |
| 2 | | New entry | 79 , range 73–84 | 79
| 95% | 42% | None | First reading | |
| 3 | | New entry | 51 , range 45–60 | 51
| 50% | 29% | None | First reading | |
| 4 | | New entry | 44 , range 39–50 | 44
| 59% | 2% | None | First reading | |
| 5 | | New entry | 24 , range 8–36 | 24
| 16% | 6% | None | First reading | |
| – | | 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 | | Review site | 14.8% | 4 of 4 | 4 | Not read |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| which mobile operators do experts recommend in Romania | English | |
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.