Most cited source
350citations
From Gemini
American 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 |
|---|---|---|---|---|---|---|---|
| | #5 in marketing automation tools#2 in email marketing tools | 59 , range 45–75 | 55% | 39% | | First reading | |
| | #2 in automation platforms | 72 , range 55–81 | 83% | 33% | | First reading | |
| | #4 in sales engagement tools | 72 , range 50–83 | 63% | 54% | None | First reading | |
| | #2 in e-signature tools | 70 , range 49–82 | 63% | 50% | | First reading | |
| | #4 in travel and expense tools | 68 , range 47–81 | 63% | 46% | | First reading | |
| | #3 in merchant of record platforms | 66 , range 45–81 | 71% | 33% | None | First reading | |
| | #3 in business intelligence tools | 66 , range 46–80 | 58% | 46% | | First reading | |
| | Unranked in accounting tools#2 in ERP tools | 40 , range 32–50 | 33% | 17% | | First reading | |
| | #2 in CRM tools | 61 , range 43–77 | 54% | 42% | | First reading | |
| | #2 in project management tools | 59 , range 42–76 | 63% | 29% | | 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 | | Brand site | 17.8% | 1 of 4 | 347 | 2 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | | Vendor site | 4.9% | 1 of 4 | 12 | 45 |
| 4 | | Community | 3.4% | 1 of 4 | 19 | 63 |
| 5 | | Industry authority | 2.9% | 1 of 4 | 10 | 60 |
| 6 | | Reference | 2.7% | 1 of 4 | 6 | 12 |
| 7 | | Media | 2.6% | 1 of 4 | 8 | 17 |
| 8 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | | Media | 2.3% | 1 of 4 | 5 | 14 |
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| one book summary app or separate sources for business and self-help books? | English | |
| how can i get the main ideas from books without reading each one? | English | No brand recommended |
| i manage a team and need quick summaries of books on leadership | English | No brand recommended |
| i commute every day and want to learn from audio book summaries | English | No brand recommended |
| i am a student with limited time and need the key ideas from nonfiction books | English | No brand recommended |
| best marketing automation software for a B2B SaaS company | English | |
| marketing automation software recommendations for a demand generation manager | English | |
| top marketing automation software | English | No brand recommended |
| how to choose marketing automation software | English | No brand recommended |
| what to look for in marketing automation software | 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.