Leader
59%of answers name it
Leader
59%of answers name it
Most cited source
56citations
From Google AI Mode, Google AI Overviews and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Gemini, not on Google AI Mode, Google AI Overviews and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 54 , range 46–65 | 54
| 59% | 25% | | First reading | |
| 2 | | New entry | 52 , range 45–62 | 52
| 61% | 20% | | First reading | |
| 3 | | New entry | 46 , range 40–55 | 46
| 50% | 17% | | First reading | |
| 4 | | New entry | 41 , range 36–48 | 41
| 41% | 14% | None | First reading | |
| 5 | | New entry | 38 , range 33–45 | 38
| 30% | 17% | None | First reading | |
| 6 | | New entry | 31 , range 18–37 | 31
| 26% | 3% | None | First reading | |
| 7 | | New entry | 25 , range 10–34 | 25
| 21% | 2% | None | First reading | |
| 8 | | New entry | 10 , range 5–31 | 10
| 9% | 7% | None | First reading | |
| 9 | | New entry | 9 , range 4–30 | 9
| 7% | 6% | None | First reading | |
| 10 | | New entry | 8 , range 4–30 | 8
| 8% | 5% | 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 | | Brand site | 26.7% | 3 of 4 | 18 | 3 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | | Brand site | 12.5% | 4 of 4 | 16 | 2 |
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 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 | |
| how to collect signatures on agreements without printing | English | |
| digital signatures vs signing paper contracts for small businesses | English | No brand recommended |
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.