Leader
25%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
25%of answers name it
Most cited source
6citations
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 | 48 , range 23–64 | 48
| 25% | 20% | None | First reading | |
| 2 | | New entry | 47 , range 22–63 | 47
| 26% | 17% | | First reading | |
| 3 | | New entry | 40 , range 20–59 | 40
| 21% | 14% | None | First reading | |
| 4 | | New entry | 38 , range 20–58 | 38
| 20% | 15% | None | First reading | |
| 5 | | New entry | 32 , range 5–52 | 32
| 10% | 9% | None | First reading | |
| 6 | | New entry | 31 , range 0–74 | 31
| 3% | 2% | None | First reading | |
| 7 | | New entry | 23 , range 0–74 | 23
| 3% | 1% | None | First reading | |
| 8 | | New entry | 20 , range 5–51 | 20
| 9% | 8% | None | First reading | |
| 9 | | New entry | 16 , range 0–73 | 16
| 1% | 1% | None | First reading | |
| 10 | | New entry | 13 , range 4–49 | 13
| 7% | 6% | 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 | 5.0% | 1 of 4 | 5 | 1 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 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 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| ¿Cuál es la mejor VPN para empleados que teletrabajan? | Spanish | |
| ¿Qué VPN pueden usar los viajeros para proteger sus datos en Internet? | Spanish | |
| ¿Qué VPN es mejor para pequeñas empresas con empleados en distintas ubicaciones? | Spanish | |
| ¿Cómo puede un empleado remoto acceder de forma segura a la red de su empresa? | Spanish | No brand recommended |
| ¿Cómo puedo proteger mis datos cuando uso una red wifi pública? | Spanish | |
| ¿VPN o acceso remoto para equipos pequeños? | Spanish | |
| ¿Qué alternativas hay al wifi público para quienes trabajan desde cafeterías? | Spanish | |
| ¿Qué alternativas hay al wifi de los hoteles para los viajeros? | Spanish | No brand recommended |
| Gestiono una empresa con 10 empleados remotos. ¿Cómo puedo proteger sus conexiones? | Spanish | |
| Trabajo en contabilidad y accedo a datos de clientes desde casa. ¿Cómo puedo protegerlos? | Spanish | No brand recommended |
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.