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 |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 44 , range 39–48 | 44
| 47% | 14% | | First reading | |
| 2 | | New entry | 40 , range 36–45 | 40
| 40% | 12% | | First reading | |
| 3 | | New entry | 36 , range 33–41 | 36
| 33% | 10% | | First reading | |
| 4 | | New entry | 35 , range 32–39 | 35
| 29% | 9% | None | First reading | |
| 5 | | New entry | 31 , range 19–34 | 31
| 22% | 5% | | First reading | |
| 6 | | New entry | 23 , range 11–32 | 23
| 20% | 2% | | First reading | |
| 7 | EDUS RO | New entry | 21 , range 9–32 | 21
| 17% | 4% | | First reading | |
| 8 | NoteInCatalog RO | New entry | 14 , range 8–30 | 14
| 12% | 5% | None | First reading | |
| 9 | | New entry | 9 , range 7–22 | 9
| 14% | 0% | | First reading | |
| 10 | | New entry | 7 , range 4–15 | 7
| 8% | 2% | | 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 |
|---|---|---|
| what platform can a school use to manage classes, students, and staff | English | |
| which school platform handles attendance, grades, and family communication | English | EDUS and |
| what do schools use to manage daily operations in one place | English | No brand recommended |
| how can a school bring student records and classroom tools together | English | |
| how do teachers share assignments and updates with families | English | No brand recommended |
| ce platformă ajută o școală să gestioneze elevii, notele și absențele? | Romanian | |
| ce platformă pot folosi profesorii pentru cursuri și teme online? | Romanian | |
| cum aleg o platformă pentru comunicarea dintre școală și părinți? | Romanian | |
| ce soluție digitală reunește orarul, notele și anunțurile școlii? | Romanian | |
| cum pot profesorii să urmărească temele și progresul elevilor într-un singur loc? | Romanian | |
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.