Leader
54%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
54%of answers name it
Most cited source
29citations
From Google AI Mode and 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 | 52 , range 43–68 | 52
| 54% | 27% | | First reading | |
| 2 | | New entry | 38 , range 31–48 | 38
| 35% | 12% | | First reading | |
| 3 | | New entry | 37 , range 30–47 | 37
| 29% | 15% | | First reading | |
| 4 | | New entry | 34 , range 21–44 | 34
| 21% | 15% | | First reading | |
| = 5 | | New entry | 32 , range 17–41 | 32
| 28% | 4% | | First reading | |
| = 5 | | New entry | 32 , range 13–42 | 32
| 22% | 10% | | First reading | |
| 7 | | New entry | 31 , range 10–40 | 31
| 21% | 8% | | First reading | |
| 8 | | New entry | 31 , range 9–40 | 31
| 17% | 11% | | First reading | |
| 9 | | New entry | 31 , range 9–40 | 31
| 18% | 9% | | First reading | |
| 10 | | New entry | 26 , range 7–38 | 26
| 17% | 7% | | 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 | | Regulator | 20.0% | 2 of 4 | 28 | 0 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | | Brand site | 26.7% | 3 of 4 | 8 | 8 |
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | | Vendor site | 10.0% | 1 of 4 | 3 | 3 |
| 7 | | Community | 8.3% | 3 of 4 | 3 | 13 |
| 8 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | | Brand site | 8.3% | 1 of 4 | 2 | 1 |
| Question | Language | Wins it |
|---|---|---|
| ¿Cuál es el mejor programa de contabilidad para pequeñas empresas? | Spanish | |
| ¿Cómo pueden las pequeñas empresas llevar un control de sus ingresos y gastos? | Spanish | No brand recommended |
| ¿Cómo puede una pequeña empresa llevar un control de sus gastos? | Spanish | |
| ¿Cómo registro los ingresos y gastos de mi negocio? | Spanish | No brand recommended |
| ¿Programa de contabilidad u hojas de cálculo para una pequeña empresa? | Spanish | |
| ¿Contabilidad externalizada o interna para emprendedores? | Spanish | No brand recommended |
| ¿Qué alternativa a las hojas de cálculo hay para llevar la contabilidad de una pequeña empresa? | Spanish | |
| ¿Qué puedo usar en lugar de llevar manualmente el control de los gastos de mi negocio? | Spanish | |
| Soy autónomo y busco un programa de contabilidad online para gestionar facturas y gastos. | Spanish | |
| Tengo un negocio con cinco empleados y necesito un programa sencillo de contabilidad. | Spanish | |
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.