Most cited source
253citations
From Gemini
B2C brands by AI visibility in their industry on Gemini, 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 e-signature tools | 88 , range 77–94 | 96% | 67% | None | First reading | |
 AWS US | #1 in cloud hosting platforms | 86 , range 74–93 | 92% | 63% | None | First reading | |
| | #1 in cloud hosting platforms | 86 , range 74–93 | 88% | 67% | None | First reading | |
| | #1 in European neobanks | 68 , range 45–80 | 67% | 33% | None | First reading | |
| | #2 in e-signature tools | 73 , range 49–84 | 63% | 50% | None | First reading | |
| | #2 in European neobanks | 59 , range 40–77 | 46% | 42% | None | First reading | |
| | #3 in endpoint security tools | 78 , range 61–88 | 75% | 54% | | First reading | |
| | #3 in European neobanks | 39 , range 27–59 | 38% | 13% | None | First reading | |
| | #4 in cloud hosting platforms | 77 , range 58–87 | 75% | 50% | None | First reading | |
| | #4 in endpoint security tools | 72 , range 48–83 | 58% | 50% | | 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 | Withheld. Run a full Snapshot to see it. | |||||
| 13 | Withheld. Run a full Snapshot to see it. | |||||
| 14 | Withheld. Run a full Snapshot to see it. | |||||
| 15 | | Media | 2.6% | 1 of 4 | 3 | 0 |
| 16 | Withheld. Run a full Snapshot to see it. | |||||
| 17 | Withheld. Run a full Snapshot to see it. | |||||
| 18 | Withheld. Run a full Snapshot to see it. | |||||
| 19 | Withheld. Run a full Snapshot to see it. | |||||
| 20 | Withheld. Run a full Snapshot to see it. | |||||
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| business intelligence software for retail | English | No brand recommended |
| most reliable business intelligence software | English | No brand recommended |
| business intelligence software with the best support | English | No brand recommended |
| which business intelligence software do experts recommend | English | No brand recommended |
| best customer support software for a e-commerce company | English | No brand recommended |
| customer support software recommendations for a head of support | English | No brand recommended |
| top customer support software | English | No brand recommended |
| how to choose customer support software | English | No brand recommended |
| what to look for in customer support software | English | No brand recommended |
| customer support software for a team of 20 to 200 | English | No brand recommended |
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.