Leader
59Heralded Score, range 27–71
Leader
59Heralded Score, range 27–71
Most cited source
1citations
From ChatGPT
Where engines disagree most
3/4engines put it in their top three
Top three on Gemini, Google AI Overviews and ChatGPT, not on Google AI Mode
| Rank | Brand | Rank change | Heralded Score All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 59 , range 27–71 | 52#3 | 70#1 | 59
| 39% | 19% | None | First reading | |
| 2 | | New entry | 55 , range 31–75 | 64#1 | 40= #3 | 55
| 46% | 22% | None | First reading | |
| 3 | | New entry | 54 , range 28–73 | 57#2 | 49#2 | 54
| 38% | 23% | None | First reading | |
| 4 | | New entry | 40 , range 21–60 | 41#4 | 40= #3 | 40
| 23% | 14% | None | First reading | |
| 5 | | New entry | 19 , range 6–51 | 31#5 | 0= #25 | 19
| 11% | 6% | None | First reading | |
| 6 | | New entry | 8 , range 2–47 | 7#6 | 9#9 | 8
| 7% | 2% | None | First reading | |
| 7 | | New entry | 6 , range 1–42 | 4= #8 | 10#8 | 6
| 5% | 0% | None | First reading | |
| 8 | | New entry | 4 , range 1–43 | 4#7 | 2#19 | 4
| 5% | 0% | None | First reading | |
| 9 | | New entry | 3 , range 1–41 | 4#10 | 3= #14 | 3
| 4% | 0% | None | First reading | |
| 10 | | New entry | 3 , range 1–41 | 4= #8 | 1= #22 | 3
| 4% | 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. AI and Search give each brand’s score and rank on that side alone. 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 | | Review site | 1.7% | 1 of 4 | 1 | Not read |
| 2 | | Review site | 1.7% | 1 of 4 | 1 | Not read |
| Question | Language | Most recommended |
|---|---|---|
| ¿Cuáles son las mejores herramientas de automatización de flujos de trabajo para pequeñas empresas? | Spanish | |
| Agentes de IA para automatizar procesos empresariales | Spanish | |
| ¿Cómo puede un equipo pequeño conectar sus aplicaciones y automatizar las tareas rutinarias? | Spanish | |
| ¿Cómo puedo crear un agente de IA que se encargue de las tareas repetitivas de mi equipo? | Spanish | |
| Traspasos manuales frente a flujos de trabajo automatizados para equipos de operaciones | Spanish | No brand recommended |
| Automatización basada en reglas frente a agentes de IA para procesos empresariales | Spanish | No brand recommended |
| Alternativas a copiar datos manualmente entre aplicaciones | Spanish | |
| Alternativas a contratar desarrolladores para crear integraciones | Spanish | |
| Dirijo el área de operaciones de una empresa de 50 personas. ¿Qué puedo usar para automatizar las aprobaciones y la introducción de datos? | Spanish | |
| Lidero un equipo de finanzas que está desbordado de facturas y quiero automatizar su procesamiento. | Spanish | |
Each leaderboard ranks brands on two sides. AI is how ChatGPT, Gemini, Google AI Overviews and Google AI Mode answer the board's buyer questions. Search is Google's top 10 results for the keywords behind those questions. All combines the two, where Search is measured.
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.