Most cited source
180citations
From ChatGPT
B2C brands by AI visibility in their industry on ChatGPT in Romania, October 2026
Where engines disagree most
Not compared
A list across industries has no engine top three.
Brands
| Brand | Place in its industry | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| | #1 in password managers in Romania | 74 , range 57–84 | 70% | 53% | None | First reading | |
| | #1 in fashion stores in Romania#12 in online shops in Romania | 42 , range 36–51 | 33% | 24% | Not read | First reading | |
| | #1 in e-signature tools in Romania | 58 , range 43–75 | 50% | 40% | None | First reading | |
| | Unranked in furniture stores in Romania#1 in online shops in Romania | 32 , range 17–40 | 17% | 15% | None | First reading | |
 AWS US | #1 in cloud hosting platforms in Romania | 71 , range 52–81 | 77% | 37% | | First reading | |
| | #1 in banks in Romania | 85 , range 71–93 | 86% | 68% | None | First reading | |
| | #4 in furniture stores in Romania#5 in online shops in Romania#1 in DIY stores in Romania | 49 , range 43–58 | 44% | 30% | None | First reading | |
| | #1 in pharmacies in Romania | 38 , range 30–51 | 40% | 7% | None | First reading | |
| | #1 in ticketing platforms in Romania | 46 , range 35–65 | 37% | 30% | None | First reading | |
| | #1 in food delivery apps in Romania | 91 , range 78–97 | 91% | 82% | 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 |
|---|---|---|---|---|---|---|
| 1 | amazon.com | Vendor site | 1.9% | 1 of 4 | 42 | 1 |
| 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 | Withheld. Run a full Snapshot to see it. | |||||
| 7 | Withheld. Run a full Snapshot to see it. | |||||
| 8 | | Vendor site | 1.3% | 1 of 4 | 13 | 0 |
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | | Vendor site | 1.2% | 1 of 4 | 9 | 0 |
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| where can i buy a sofa that fits a small living room | English | |
| what furniture store has durable dining tables for everyday family use | English | |
| where should i shop for a complete bedroom furniture set | English | |
| how can i furnish my living room without exceeding my budget | English | No brand recommended |
| where can i get a matching dining table and chairs delivered | English | |
| ce farmacie online livrează medicamente la domiciliu? | Romanian | No brand recommended |
| unde găsesc o farmacie deschisă noaptea? | Romanian | |
| ce farmacie are medicamentele prescrise pe stoc? | Romanian | No brand recommended |
| unde pot cumpăra produse farmaceutice cu livrare rapidă? | Romanian | |
| cum găsesc un medicament care lipsește din farmaciile din apropiere? | Romanian | |
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.