Most cited source
350citations
From Gemini
American B2B 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 |
|---|---|---|---|---|---|---|---|
| | #2 in customer support tools | 76 , range 58–86 | 79% | 50% | None | First reading | |
| | #3 in antivirus apps#3 in endpoint security tools | 55 , range 43–71 | 52% | 33% | None | First reading | |
| | #2 in merchant of record platforms | 75 , range 54–86 | 83% | 42% | None | First reading | |
| | #2 in sales engagement tools | 75 , range 56–85 | 75% | 50% | None | First reading | |
| | #3 in sales engagement tools | 75 , range 56–85 | 79% | 46% | None | First reading | |
| | #3 in travel and expense tools | 75 , range 56–85 | 75% | 50% | | First reading | |
| | #4 in cloud hosting platforms | 75 , range 56–85 | 75% | 50% | | First reading | |
| | #1 in HR and payroll tools | 73 , range 49–86 | 65% | 55% | None | First reading | |
| | #1 in HR and payroll tools | 73 , range 50–85 | 70% | 50% | None | First reading | |
| | #5 in cloud hosting platforms | 73 , range 53–84 | 71% | 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 | | Brand site | 1.9% | 1 of 4 | 1 | 4 |
| 12 | | Brand site | 1.9% | 1 of 4 | 5 | 16 |
| 13 | Withheld. Run a full Snapshot to see it. | |||||
| 14 | Withheld. Run a full Snapshot to see it. | |||||
| 15 | Withheld. Run a full Snapshot to see it. | |||||
| 16 | | Media | 1.7% | 1 of 4 | 7 | 20 |
| 17 | Withheld. Run a full Snapshot to see it. | |||||
| 18 | Withheld. Run a full Snapshot to see it. | |||||
| 19 | | Vendor site | 1.4% | 1 of 4 | 1 | 1 |
| 20 | Withheld. Run a full Snapshot to see it. | |||||
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| marketing automation software for a team of 20 to 200 | English | |
| marketing automation software that integrates with Shopify | English | No brand recommended |
| marketing automation software with GDPR-compliant hosting | English | No brand recommended |
| marketing automation software for financial services | English | |
| most reliable marketing automation software | English | |
| marketing automation software with the best support | English | |
| which marketing automation software do experts recommend | English | |
| what car brands offer affordable electric cars for commuting? | English | |
| which car brands make small cars with good fuel economy? | English | No brand recommended |
| what car brands are known for comfortable long-distance driving? | 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.