Most cited source
773citations
From Google AI Mode, Gemini and Google AI Overviews
Most visible Romanian brands in AI
Romanian brands across Global industry panels, ordered by their strongest industry score.
Where engines disagree most
Not compared
A list across industries has no engine top three.
Brands
| Brand | Place in its industry | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|
| | #2 in antivirus apps#5 in endpoint security tools | 50 , range 44–60 | No history yet | 48% | 30% | | First reading | |
| | #6 in automation platforms | 10 , range 5–31 | No history yet | 11% | 4% | None | First reading | |
| | #8 in VPNs | 8 , range 4–30 | No history yet | 9% | 3% | | First reading | |
| | #11 in vulnerability scanners | 3 , range 2–9 | No history yet | 4% | 0% | None | First reading | |
| | #11 in DLP tools | 2 , range 1–13 | No history yet | 3% | 0% | None | First reading | |
| | Unranked in merchant of record platforms | Too few answers | No history yet | 2% | 0% | None | First reading | |
| | Unranked in password managers | Too few answers | No history yet | 2% | 0% | | First reading | |
| | Unranked in car brands | Too few answers | No history yet | 0% | 0% | None | First reading | |
| | Unranked in book summary apps | Too few answers | No history yet | 0% | 0% | None | First reading | |
| | Unranked in conversational AI platforms | Too few answers | No history yet | 0% | 0% | None | First reading |
This list spans more than one industry, so each brand shows its place in its own. Every brand named in at least three answers is placed. 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 |
|---|---|---|---|---|---|---|
| 11 | Withheld. Run a full Snapshot to see it. | |||||
| 12 | | Brand site | 2.4% | 4 of 4 | 61 | 0 |
| 13 | | Community | 1.3% | 3 of 4 | 40 | 0 |
| 14 | Withheld. Run a full Snapshot to see it. | |||||
| 15 | Withheld. Run a full Snapshot to see it. | |||||
| 16 | | Community | 2.0% | 2 of 4 | 59 | 0 |
| 17 | Withheld. Run a full Snapshot to see it. | |||||
| 18 | | Reference | 2.3% | 3 of 4 | 12 | 0 |
| 19 | | Brand site | 1.5% | 4 of 4 | 29 | 0 |
| 20 | Withheld. Run a full Snapshot to see it. | |||||
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| how do i choose a reliable car for daily family trips? | English | No brand recommended |
| what should i look for in an affordable car for commuting? | English | No brand recommended |
| how can i find a car that fits three child seats? | English | No brand recommended |
| which cars can handle snowy roads and steep hills? | English | No brand recommended |
| what can replace my aging family car without raising fuel costs? | English | No brand recommended |
| how can i replace a large suv with something easier to park? | English | No brand recommended |
| what can replace my work van for carrying tools and supplies? | English | No brand recommended |
| i have two children and need a car with room for strollers and luggage | English | No brand recommended |
| i commute 50 miles a day and need a car with low running costs | English | No brand recommended |
| i live in a city and need a car that fits tight parking spaces | English | No brand recommended |
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.