Most cited source
562citations
From Google AI Overviews
American brands by AI visibility in their industry on Google AI Overviews, 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 | 86 , range 75–92 | 100% | 58% | None | First reading | |
| | #1 in business intelligence tools | 85 , range 73–91 | 96% | 58% | | First reading | |
| | #1 in accounting tools | 83 , range 70–91 | 88% | 63% | None | First reading | |
| | #1 in marketing automation tools#1 in CRM tools | 81 , range 71–88 | 88% | 56% | | First reading | |
| | #1 in sales engagement tools | 82 , range 70–89 | 96% | 50% | None | First reading | |
| | #2 in marketing automation tools#2 in email marketing toolsUnranked in CRM tools | 52 , range 43–66 | 51% | 29% | None | First reading | |
| | #2 in business intelligence tools | 79 , range 65–87 | 92% | 46% | | First reading | |
| | #1 in e-signature tools | 78 , range 63–86 | 92% | 42% | | First reading | |
| | Unranked in accounting tools#1 in ERP tools | 49 , range 40–65 | 48% | 27% | | First reading | |
| | #2 in sales engagement tools | 78 , range 61–87 | 83% | 50% | 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 | | Vendor site | 7.4% | 1 of 4 | 17 | 64 |
| 2 | | Vendor site | 3.9% | 1 of 4 | 31 | 12 |
| 3 | | Vendor site | 2.9% | 1 of 4 | 21 | 6 |
| 4 | | Vendor site | 1.3% | 1 of 4 | 15 | 0 |
| 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 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| what app can summarize nonfiction books for busy readers? | English | No brand recommended |
| which app helps me learn key ideas from business books quickly? | English | No brand recommended |
| how can i get useful book summaries on my phone? | English | No brand recommended |
| book summaries or audiobooks for learning during my commute? | English | No brand recommended |
| how can i learn from more books when i have little time to read? | English | No brand recommended |
| how do i remember the main ideas from books i finish? | English | No brand recommended |
| where can i find short summaries of books on leadership and business? | English | No brand recommended |
| how can i explore a book's main ideas before reading the whole thing? | English | |
| are short book summaries enough to learn, or should i read the full book? | English | No brand recommended |
| audio book summaries or written summaries for learning on the go? | 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.