Most cited source
73citations
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 |
|---|---|---|---|---|---|---|---|
| | Unranked in project management tools | Too few answers | 4% | 4% | | First reading | |
| | Unranked in project management tools | Too few answers | 4% | 4% | None | First reading | |
| | Unranked in project management tools | Too few answers | 0% | 0% | None | First reading | |
| | Unranked in email marketing tools | Too few answers | 4% | 4% | None | First reading | |
| | Unranked in email marketing tools | Too few answers | 0% | 0% | None | First reading | |
| | Unranked in project management tools | Too few answers | 4% | 4% | | First reading | |
| | Unranked in CRM tools | Too few answers | 4% | 4% | None | First reading | |
| | Unranked in email marketing tools | Too few answers | 4% | 4% | | First reading | |
| | Unranked in CRM tools | Too few answers | 0% | 0% | None | First reading | |
| | Unranked in email marketing tools | Too few answers | 0% | 0% | | 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 | | Vendor site | 36.1% | 1 of 4 | 73 | Not read |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | | Media | 12.5% | 1 of 4 | 5 | 13 |
| 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 | 9.7% | 1 of 4 | 3 | 9 |
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | | Community | 5.6% | 1 of 4 | 4 | 20 |
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| best email marketing software for a e-commerce company | English | |
| email marketing software recommendations for a content marketer | English | |
| top email marketing software | English | |
| how to choose email marketing software | English | |
| what to look for in email marketing software | English | |
| email marketing software for a team of 20 to 200 | English | |
| email marketing software that integrates with Shopify | English | |
| email marketing software with GDPR-compliant hosting | English | No brand recommended |
| email marketing software for publishing | English | |
| most reliable email marketing software | English | |
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.