Leader
47%of answers name it
Leader
47%of answers name it
Most cited source
47citations
From Google AI Mode, Gemini, Google AI Overviews and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on ChatGPT, not on Google AI Mode, Gemini and Google AI Overviews
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| – | Logical | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 1% | 1% | None | First reading | |
| – | | Unranked | Too few answers | –
| 1% | 1% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 1% | 1% | None | First reading | |
| – | ScholaOne | Unranked | Too few answers | –
| 1% | 0% | None | First reading | |
| – | @Școală | Unranked | Too few answers | –
| 1% | 0% | None | First reading | |
| – | Scola | Unranked | Too few answers | –
| 1% | 1% | None | First reading | |
| – | | Unranked | Too few answers | –
| 1% | 0% | 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 | | Vendor site | 13.8% | 4 of 4 | 5 | 2 |
| 2 | | Brand site | 8.3% | 2 of 4 | 28 | 8 |
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | | Brand site | 10.0% | 4 of 4 | 27 | 9 |
| 6 | Withheld. Run a full Snapshot to see it. | |||||
| 7 | | Brand site | 4.2% | 3 of 4 | 16 | 7 |
| 8 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | | Media | 5.0% | 3 of 4 | 8 | 9 |
| 10 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| cum anunț părinții rapid despre absențe și schimbări de orar? | Romanian | |
| cum gestionează școala înscrierile și dosarele elevilor online? | Romanian | No brand recommended |
| cum organizez cursurile online pentru elevi care învață de acasă? | Romanian | |
| un singur sistem pentru catalog și cursuri online sau aplicații separate? | Romanian | |
| cum renunț la grupurile de mesagerie pentru comunicarea cu părinții? | Romanian | No brand recommended |
| what platform can a school use to manage students, classes, and attendance | English | |
| which platform helps a school handle admissions and student records in one place | English | Locus School ERP |
| how can a school bring administration and online learning into one platform | English | |
| how can our school stop tracking attendance and grades in separate spreadsheets | English | |
| how do schools coordinate class schedules, assignments, and student records | 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.