Leader
4Heralded Score, range 1–37
Leader
4Heralded Score, range 1–37
Most cited source
7citations
From Google AI Mode, Google AI Overviews and ChatGPT
Where engines disagree most
Not compared
No engine has a top three yet.
| Rank | Brand | Rank change | Heralded Score All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 4 , range 1–37 | 6#1 | 0= #11 | 4
| 4% | 2% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 1#9 | –
| 2% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #11 | –
| 1% | 1% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #11 | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #11 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #11 | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #11 | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #11 | –
| 1% | 0% | None | First reading | |
| – | APL Gestión | Unranked | Too few answers | Not measured | 0= #11 | –
| 1% | 1% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #11 | –
| 1% | 1% | 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 | | Brand site | 5.0% | 3 of 4 | 7 | Not read |
| 2 | | Brand site | 3.3% | 2 of 4 | 2 | Not read |
| 3 | | Brand site | 1.7% | 1 of 4 | 2 | Not read |
| 4 | | Brand site | 1.7% | 1 of 4 | 2 | Not read |
| 5 | | Brand site | 3.3% | 2 of 4 | 1 | 1 |
| 6 | | Brand site | 1.7% | 1 of 4 | 1 | Not read |
| 7 | | Brand site | 1.7% | 1 of 4 | 1 | Not read |
| 8 | | Brand site | 1.7% | 1 of 4 | 1 | Not read |
| 9 | | Brand site | 1.7% | 1 of 4 | 1 | Not read |
| 10 | | Brand site | 1.7% | 1 of 4 | 1 | Not read |
| Question | Language | Most recommended |
|---|---|---|
| ¿Cuáles son las mejores empresas de desarrollo de software para crear un producto a medida? | Spanish | APL Gestión, |
| Externalización del desarrollo de software a medida para startups | Spanish | Building Blocks and Dev4Pymes, tied |
| ¿Cómo puede una empresa crear software a medida sin un equipo interno? | Spanish | No brand recommended |
| ¿Cómo puedo encontrar un partner de desarrollo de software de confianza? | Spanish | No brand recommended |
| Desarrolladores internos o empresa de desarrollo de software para una startup | Spanish | |
| Desarrollo de software nearshore frente a offshore para una empresa mediana | Spanish | No brand recommended |
| Alternativas a contratar un equipo interno de desarrollo | Spanish | No brand recommended |
| Alternativas a los desarrolladores freelance para crear una app | Spanish | No brand recommended |
| Soy fundador sin perfil técnico y necesito crear una aplicación web. ¿Qué empresa de desarrollo de software debería contratar? | Spanish | desaway, Dribba, |
| Dirijo el departamento de TI de una empresa mediana y necesito un partner para modernizar nuestros sistemas heredados. | Spanish | |
No brand named in at least three answers.
No brand named in at least three answers.
No brand named in at least three answers.
No brand named in at least three answers.
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.