Leader
57%of answers name it
The most visible American school platforms on Google AI Overviews in Romania, October 2026
Most cited source
12citations
From Google AI Overviews
Where engines disagree most
One engine
This page reads Google AI Overviews only. Set Engine to All to compare them.
Brands
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1#1 overall | | 49 , range 41–61 | 57% | 17% | None | First reading | |
| 2#2 overall | | 40 , range 34–49 | 45% | 7% | | First reading | |
| 3#6 overall | | 26 , range 9–37 | 22% | 2% | None | First reading | |
| 4#7 overall | | 10 , range 5–33 | 15% | 0% | None | First reading | |
| = 5#9 overall | | 6 , range 3–30 | 10% | 0% | | First reading | |
| = 5#9 overall | | 6 , range 3–30 | 10% | 0% | None | First reading | |
| 7#14 overall | | 4 , range 2–23 | 7% | 0% | None | First reading | |
| 8#17 overall | | 3 , range 1–19 | 5% | 0% | None | First reading | |
| – | | Too few answers | 0% | 0% | None | First reading | |
| – | | Too few answers | 0% | 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 | | Social | 11.7% | 1 of 4 | 11 | Not read |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | | Vendor site | 6.7% | 1 of 4 | 4 | 0 |
| 7 | | Brand site | 6.7% | 1 of 4 | 3 | 2 |
| 8 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | | Brand site | 5.0% | 1 of 4 | 2 | 3 |
| 10 | Withheld. Run a full Snapshot to see it. | |||||
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| ce platformă ajută o școală să gestioneze elevii, profesorii și clasele | Romanian | No brand recommended |
| ce soluție pot folosi profesorii ca să organizeze cursurile și temele online | Romanian | |
| cum aleg o platformă pentru comunicarea dintre școală, părinți și elevi | Romanian | No brand recommended |
| ce platformă permite unei școli să gestioneze prezența și notele | Romanian | No brand recommended |
| cum pot urmări rapid absențele și rezultatele elevilor din mai multe clase | Romanian | |
| cum trimit profesorii anunțuri și teme tuturor elevilor fără mesaje separate | Romanian | |
| cum pot părinții să vadă notele, prezența și anunțurile școlii într-un singur loc | Romanian | No brand recommended |
| cum organizez cursurile online când profesorii folosesc instrumente diferite | Romanian | No brand recommended |
| o singură platformă pentru administrarea școlii sau aplicații separate pentru catalog și comunicare | Romanian | No brand recommended |
| catalog electronic sau platformă școlară completă pentru profesori și părinți | Romanian | No brand recommended |
Each engine's top three
Google AI Overviews
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.