Leader
63%of answers name it
Leader
63%of answers name it
Most cited source
10citations
From Google AI Overviews
Where engines disagree most
One engine
This page reads Google AI Overviews only. Set Engine to All to compare them.
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1#1 overall | | 58 , range 42–75 | 63% | 23% | | First reading | |
| 2#2 overall | | 49 , range 38–71 | 60% | 13% | | First reading | |
| 3#3 overall | | 43 , range 34–61 | 53% | 7% | | First reading | |
| = 4#5 overall | | 40 , range 32–56 | 50% | 3% | None | First reading | |
| = 4#5 overall | | 40 , range 31–58 | 43% | 10% | | First reading | |
| = 6#8 overall | | 20 , range 11–37 | 13% | 3% | | First reading | |
| = 6#8 overall | | 20 , range 10–38 | 10% | 7% | | First reading | |
| 8#10 overall | | 20 , range 12–37 | 17% | 0% | None | First reading | |
| – | | Too few answers | 3% | 0% | | First reading | |
| – | | Too few answers | 3% | 0% | 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.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Social | 13.3% | 1 of 4 | 8 | Not read |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | | Brand site | 13.3% | 1 of 4 | 5 | 1 |
| 4 | | Community | 23.3% | 1 of 4 | 6 | 12 |
| 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 | | Community | 10.0% | 1 of 4 | 4 | 2 |
| 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.