Leader
26%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
26%of answers name it
Most cited source
4citations
From ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on ChatGPT, not on Google AI Mode, Gemini and Google AI Overviews
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 28 , range 21–59 | 28
| 26% | 9% | None | First reading | |
| 2 | | New entry | 28 , range 1–45 | 28
| 10% | 1% | None | First reading | |
| 3 | | New entry | 27 , range 22–61 | 27
| 23% | 13% | | First reading | |
| 4 | | New entry | 26 , range 12–55 | 26
| 16% | 8% | None | First reading | |
| 5 | | New entry | 24 , range 10–54 | 24
| 15% | 7% | None | First reading | |
| 6 | | New entry | 23 , range 16–56 | 23
| 18% | 8% | None | First reading | |
| 7 | | New entry | 21 , range 5–52 | 21
| 11% | 6% | None | First reading | |
| 8 | | New entry | 20 , range 8–53 | 20
| 14% | 6% | | First reading | |
| 9 | | New entry | 20 , range 5–52 | 20
| 11% | 5% | | First reading | |
| 10 | | New entry | 11 , range 3–49 | 11
| 9% | 3% | | 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 | | Media | 6.7% | 1 of 4 | 1 | 5 |
| 2 | | Media | 5.0% | 2 of 4 | 3 | Not read |
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 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 | | Media | 1.7% | 1 of 4 | 1 | Not read |
| 10 | | Media | 1.7% | 1 of 4 | 1 | Not read |
| Question | Language | Wins it |
|---|---|---|
| Qual è il miglior software di contabilità per le piccole imprese? | Italian | |
| Come possono le piccole imprese tenere traccia di entrate e uscite? | Italian | No brand recommended |
| Come può una piccola impresa tenere sotto controllo le spese? | Italian | No brand recommended |
| Come registro le entrate e le uscite della mia attività? | Italian | |
| Per una piccola impresa, meglio un software di contabilità o un foglio di calcolo? | Italian | No brand recommended |
| Per gli imprenditori, meglio affidare la contabilità all’esterno o gestirla internamente? | Italian | No brand recommended |
| Qual è un’alternativa ai fogli di calcolo per la contabilità di una piccola impresa? | Italian | |
| Cosa posso usare al posto di tenere traccia manualmente delle spese della mia attività? | Italian | |
| Sono un freelance e cerco un software di contabilità online per gestire fatture e spese. | Italian | |
| Gestisco un’attività con cinque dipendenti e cerco un software semplice per la contabilità. | 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.