Most cited source
82citations
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 business intelligence tools | 97 , range 88–99 | 100% | 92% | None | First reading | |
| | #1 in business intelligence tools | 97 , range 88–99 | 100% | 92% | None | First reading | |
| | #1 in CRM tools | 96 , range 86–99 | 100% | 88% | None | First reading | |
| | #1 in e-signature tools | 95 , range 85–98 | 100% | 83% | None | First reading | |
 AWS US | #1 in cloud hosting platforms | 95 , range 85–98 | 100% | 83% | None | First reading | |
| | #1 in e-signature tools | 95 , range 85–98 | 100% | 83% | None | First reading | |
| | #1 in customer support tools | 95 , range 85–98 | 100% | 83% | None | First reading | |
 Shopify CA | #1 in e-commerce platforms | 94 , range 83–98 | 96% | 83% | None | First reading | |
| | #1 in endpoint security tools | 90 , range 78–96 | 88% | 79% | None | First reading | |
| | #1 in accounting tools | 87 , range 75–94 | 83% | 75% | 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
No answer cited a source of this type (Reference).
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| what to look for in accounting software | English | No brand recommended |
| accounting software for a team of 20 to 200 | English | |
| accounting software that integrates with Stripe | English | |
| accounting software with GDPR-compliant hosting | English | |
| accounting software for construction | English | |
| most reliable accounting software | English | |
| accounting software with the best support | English | |
| which accounting software do experts recommend | English | |
| best e-signature software for a professional services company | English | |
| e-signature software recommendations for a legal operations lead | 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.