Most cited source
35citations
From ChatGPT
B2B brands by AI visibility in their industry on ChatGPT, 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 CRM tools | Too few answers | 4% | 0% | None | First reading | |
| | Unranked in project management tools | Too few answers | 4% | 4% | None | First reading | |
| | Unranked in CRM tools | Too few answers | 0% | 0% | None | First reading | |
| | Unranked in email marketing tools | Too few answers | 0% | 0% | None | First reading | |
| | Unranked in project management 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 | | Brand site | 30.6% | 1 of 4 | 26 | 19 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | | Brand site | 18.1% | 1 of 4 | 8 | 10 |
| 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 | | Brand site | 9.7% | 1 of 4 | 12 | 2 |
| 10 | | Brand site | 9.7% | 1 of 4 | 9 | 14 |
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| CRM software that integrates with Gmail | English | |
| CRM software with GDPR-compliant hosting | English | |
| CRM software for manufacturing | English | |
| most reliable CRM software | English | |
| CRM software with the best support | English | |
| which CRM software do experts recommend | 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.