The most visible school platforms in Romania, October 2026

October 2026 · 30 questions asked from Romania in Romanian and English · ChatGPT, Google AI Overviews, Gemini and Google AI Mode · 240 answers read

Most cited source

edus.ro

47citations

From Google AI Mode, Gemini, Google AI Overviews and ChatGPT

Where engines disagree most

Kinderpedia

1/4engines put it in their top three

Top three on ChatGPT, not on Google AI Mode, Gemini and Google AI Overviews

Brands

Rank Brand Heralded Score Mentioned Recommended By engine Mentioned by Change
1 Google Classroom US 44 , range 39–48 47% 14% First reading
2 Microsoft Teams for Education US 40 , range 36–45 40% 12% First reading
3 Adservio RO 36 , range 33–41 33% 10% First reading
4 Kinderpedia RO 35 , range 32–39 29% 9% None First reading
5 Moodle AU 31 , range 19–34 22% 5% First reading
6 Canvas US 23 , range 11–32 20% 2% First reading
7 EDUS RO 21 , range 9–32 17% 4% First reading
8 NoteInCatalog RO 14 , range 8–30 12% 5% None First reading
9 Infinite Campus US 9 , range 7–22 14% 0% First reading
10 Google Workspace for Education US 7 , range 4–15 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.

Most cited sources

Rank Source Type Cited in Engines Pages cited Brands its pages mention
1 edus.ro Vendor site 13.8% 4 of 4 5 2
2 microsoft.com Brand site 8.3% 2 of 4 28 8
3Withheld. Run a full Snapshot to see it.
4Withheld. Run a full Snapshot to see it.
5 google.com Brand site 10.0% 4 of 4 27 9
6Withheld. Run a full Snapshot to see it.
7 edu.ro Brand site 4.2% 3 of 4 16 7
8Withheld. Run a full Snapshot to see it.
9 edupedu.ro Media 5.0% 3 of 4 8 9
10Withheld. Run a full Snapshot to see it.

The questions, and who wins each

QuestionLanguageWins it
ce platformă ajută o școală să gestioneze elevii, profesorii și clasele Romanian Adservio and myEducare, tied
ce soluție pot folosi profesorii ca să organizeze cursurile și temele online Romanian Google Classroom
cum aleg o platformă pentru comunicarea dintre școală, părinți și elevi Romanian Adservio, Google Workspace for Education, Kinderpedia, Microsoft 365 Education and Microsoft Teams for Education, tied
ce platformă permite unei școli să gestioneze prezența și notele Romanian Adservio, Kinderpedia and NoteInCatalog, tied
cum pot urmări rapid absențele și rezultatele elevilor din mai multe clase Romanian Adservio and Google Classroom, tied
cum trimit profesorii anunțuri și teme tuturor elevilor fără mesaje separate Romanian Google Classroom
cum pot părinții să vadă notele, prezența și anunțurile școlii într-un singur loc Romanian Kinderpedia and NoteInCatalog, tied
cum organizez cursurile online când profesorii folosesc instrumente diferite Romanian Moodle
o singură platformă pentru administrarea școlii sau aplicații separate pentru catalog și comunicare Romanian EDUS and Kinderpedia, tied
catalog electronic sau platformă școlară completă pentru profesori și părinți Romanian Kinderpedia and NoteInCatalog, tied

Each engine's top three

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.

How the leaderboards are measured