Leader
100%of answers name it
The most visible B2B business intelligence tools on ChatGPT, October 2026
Most cited source
26citations
From ChatGPT
Where engines disagree most
One engine
This page reads ChatGPT only. Set Engine to All to compare them.
Brands
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| = 1#1 overall | | 97 , range 87–99 | 100% | 92% | None | First reading | |
| = 1#1 overall | | 97 , range 87–99 | 100% | 92% | None | First reading | |
| 3#3 overall | | 87 , range 75–94 | 92% | 71% | None | First reading | |
| 4#4 overall | | 79 , range 63–89 | 79% | 58% | None | First reading | |
| 5#5 overall | | 78 , range 60–87 | 79% | 54% | None | First reading | |
| 6#6 overall | | 51 , range 38–72 | 46% | 33% | None | First reading | |
| 7#7 overall | | 45 , range 36–59 | 33% | 31% | None | First reading | |
| 8#8 overall | | 40 , range 30–57 | 38% | 13% | None | First reading | |
| 9#9 overall | | 21 , range 5–41 | 21% | 0% | None | First reading | |
| 10#10 overall |  Amazon QuickSight US | 21 , range 4–42 | 17% | 4% | None | First reading |
“=” marks brands whose score ranges overlap, so the test cannot separate them. Every brand named in at least three answers is ranked. 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
Each engine's top three
Related leaderboards
-
LeaderQuickBooks
-
LeaderToyota
-
-
LeaderMicrosoft Defender
-
LeaderHubSpot
-
LeaderZendesk
-
-
LeaderShopify
-
LeaderMailchimp
-
LeaderCrowdStrike
-
LeaderNetSuite
-
LeaderAdobe Acrobat Sign
-
LeaderRevolut
-
LeaderGusto
-
-
LeaderBitwarden
-
LeaderAsana
-
LeaderZapier
-
LeaderSalesloft
-
LeaderNavan
-
LeaderSnyk
-
LeaderWix
-
-
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.