Leader
82%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
82%of answers name it
Most cited source
28citations
From Google AI Mode, Google AI Overviews and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Overviews, not on Google AI Mode, Gemini and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 72 , range 60–80 | 72
| 82% | 36% | | First reading | |
| 2 | | New entry | 56 , range 45–71 | 56
| 58% | 29% | | First reading | |
| 3 | | New entry | 39 , range 32–48 | 39
| 32% | 16% | None | First reading | |
| 4 | | New entry | 38 , range 33–45 | 38
| 32% | 14% | None | First reading | |
| 5 | | New entry | 37 , range 30–47 | 37
| 29% | 15% | | First reading | |
| 6 | | New entry | 32 , range 15–40 | 32
| 27% | 3% | | First reading | |
| 7 | | New entry | 30 , range 8–39 | 30
| 16% | 10% | None | First reading | |
| 8 | | New entry | 23 , range 8–36 | 23
| 20% | 1% | | First reading | |
| 9 | | New entry | 18 , range 6–36 | 18
| 15% | 4% | | First reading | |
| 10 | | New entry | 15 , range 5–35 | 15
| 11% | 7% | 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 |
|---|---|---|---|---|---|---|
| 11 | Withheld. Run a full Snapshot to see it. | |||||
| 12 | Withheld. Run a full Snapshot to see it. | |||||
| 13 | | Vendor site | 8.3% | 2 of 4 | 3 | 0 |
| 14 | Withheld. Run a full Snapshot to see it. | |||||
| 15 | | Media | 5.0% | 2 of 4 | 1 | 8 |
| 16 | Withheld. Run a full Snapshot to see it. | |||||
| 17 | Withheld. Run a full Snapshot to see it. | |||||
| 18 | Withheld. Run a full Snapshot to see it. | |||||
| 19 | Withheld. Run a full Snapshot to see it. | |||||
| 20 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| Quali sono i migliori strumenti per la firma elettronica per le piccole imprese? | Italian | |
| Come possono le piccole imprese firmare contratti online? | Italian | |
| Come può una piccola impresa firmare contratti senza incontrarsi di persona? | Italian | |
| Come posso far firmare un contratto online a un cliente? | Italian | |
| Per le piccole imprese è meglio firmare i contratti online o su carta? | Italian | No brand recommended |
| Per le piccole imprese sono meglio le firme elettroniche o i documenti scansionati? | Italian | |
| Quali alternative ci sono alla stampa e alla scansione dei contratti per le piccole imprese? | Italian | |
| Quali alternative ci sono alla firma dei contratti cartacei per le piccole imprese? | Italian | |
| Gestisco un'azienda con 10 dipendenti e voglio inviare contratti da firmare online. Quale strumento dovrei usare? | Italian | |
| Coordino un team di vendita e devo far firmare rapidamente i contratti ai clienti. Quale strumento dovrei usare? | Italian | |
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.