Most cited source
35citations
From ChatGPT
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 |
|---|---|---|---|---|---|---|---|
| | #1 in CRM tools | 96 , range 86–99 | 100% | 88% | | First reading | |
| | #1 in project management tools | 86 , range 74–93 | 83% | 71% | None | First reading | |
| | #1 in email marketing tools | 81 , range 67–90 | 79% | 58% | None | First reading | |
| | #2 in CRM tools | 95 , range 85–98 | 100% | 83% | | First reading | |
| | #2 in project management tools | 83 , range 71–91 | 83% | 63% | None | First reading | |
| | #2 in project management tools | 83 , range 71–92 | 79% | 67% | None | First reading | |
| | #2 in email marketing toolsUnranked in CRM tools | 46 , range 36–64 | 40% | 27% | None | First reading | |
| | #3 in CRM tools | 85 , range 72–93 | 75% | 75% | | First reading | |
| | #3 in email marketing toolsUnranked in CRM tools | 43 , range 34–59 | 33% | 27% | None | First reading | |
| | #4 in CRM tools | 78 , range 61–88 | 75% | 54% | 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 |
|---|---|---|---|---|---|---|
| 11 | | Media | 1.4% | 1 of 4 | 1 | 0 |
| 12 | Withheld. Run a full Snapshot to see it. | |||||
| 13 | Withheld. Run a full Snapshot to see it. | |||||
| 14 | Withheld. Run a full Snapshot to see it. | |||||
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 | No brand recommended |
| what to look for in email marketing software | English | No brand recommended |
| email marketing software for a team of 20 to 200 | English | |
| email marketing software that integrates with Shopify | English |  Shopify Messaging, tied |
| email marketing software with GDPR-compliant hosting | English | |
| 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.