Leader
61%of answers name it
AI: how the engines answer the board's questions; Search: Google's top 10 for the questions' demand keywords; All: both combined. How the Heralded Score works.
Leader
61%of answers name it
Most cited source
2citations
From Gemini and Google AI Overviews
Where engines disagree most
2/4engines put it in their top three
Top three on Google AI Overviews and ChatGPT, not on Google AI Mode and Gemini
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 72 , range 41–79 | 72
| 61% | 23% | | First reading | |
| 2 | | New entry | 56 , range 25–68 | 56
| 37% | 16% | | First reading | |
| 3 | | New entry | 55 , range 26–64 | 55
| 37% | 14% | | First reading | |
| 4 | | New entry | 54 , range 30–74 | 54
| 45% | 18% | | First reading | |
| 5 | | New entry | 33 , range 11–54 | 33
| 17% | 7% | | First reading | |
| 6 | | New entry | 21 , range 4–50 | 21
| 11% | 5% | None | First reading | |
| 7 | | New entry | 14 , range 1–41 | 14
| 5% | 1% | None | First reading | |
| 8 | | New entry | 12 , range 2–47 | 12
| 7% | 2% | None | First reading | |
| 9 | | New entry | 12 , range 1–46 | 12
| 5% | 3% | None | First reading | |
| 10 | | New entry | 7 , range 1–43 | 7
| 5% | 1% | 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.
First reading. No comparable previous month yet.
No clear rise.
No clear fall.
No drop-outs.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Review site | 3.3% | 2 of 4 | 1 | 6 |
| 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 | | Review site | 1.7% | 1 of 4 | 1 | Not read |
| 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 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| best e-signature tools for small businesses | English | |
| sign contracts online for small business clients | English | |
| how can a small business get customer contracts signed faster | English | Document eSign, |
| how to collect signatures on agreements without printing | English | |
| digital signatures vs signing paper contracts for small businesses | English | No brand recommended |
For the AI side, 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.