Most cited source
773citations
From Google AI Mode, Gemini and Google AI Overviews
American B2B and B2C brands by AI visibility in their industry, 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 | 88 , range 82–92 | 95% | 69% | | First reading | |
| | #1 in e-signature tools | 85 , range 79–90 | 94% | 62% | | First reading | |
 AWS US | #1 in cloud hosting platforms | 83 , range 77–88 | 91% | 59% | None | First reading | |
 Squarespace US | #2 in website builders | 82 , range 76–87 | 89% | 58% | | First reading | |
| | #1 in antivirus apps#2 in endpoint security tools | 66 , range 56–73 | 60% | 44% | | First reading | |
| | #1 in automation platforms | 75 , range 68–81 | 77% | 49% | None | First reading | |
| | #2 in e-signature tools | 75 , range 66–81 | 74% | 51% | | First reading | |
| | #3 in cloud hosting platforms | 75 , range 67–81 | 79% | 46% | None | First reading | |
| | #1 in project management tools | 72 , range 61–78 | 74% | 42% | | First reading | |
| | #4 in website buildersUnranked in e-commerce platforms | 40 , range 35–45 | 30% | 20% | | 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 | | Review site | 5.9% | 4 of 4 | 106 | 0 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | | Review site | 1.3% | 3 of 4 | 27 | 0 |
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | Withheld. Run a full Snapshot to see it. | |||||
| 7 | | Review site | 0.6% | 2 of 4 | 15 | 0 |
| 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 | |
| which app helps me learn key ideas from business books quickly? | English | |
| how can i get useful book summaries on my phone? | English | |
| book summaries or audiobooks for learning during my commute? | English | |
| how can i learn from more books when i have little time to read? | English | |
| 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 | |
| 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 | |
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.