Leader
14Heralded Score, range 5–35
The most visible AI automation and consulting agencies in Italy, October 2026
Brands
Search is not measured for this board yet, so it ranks on AI answers.
| Rank | Brand | Rank change | Heralded Score All | AI | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 14 , range 5–35 | 14#1 | 14
| 13% | 5% | | First reading | |
| 2 | Yellow Tech | New entry | 7 , range 2–32 | 7#2 | 7
| 6% | 5% | | First reading | |
| 3 | | New entry | 5 , range 2–27 | 5#3 | 5
| 7% | 0% | | First reading | |
| 4 | AY Automate | New entry | 4 , range 1–28 | 4#4 | 4
| 4% | 2% | | First reading | |
| 5 | | New entry | 4 , range 1–28 | 4#5 | 4
| 4% | 2% | | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | None | First reading | |
| – | 2V Automation | Unranked | Too few answers | Not measured | –
| 2% | 2% | None | First reading | |
| – | Acuity AI | Unranked | Too few answers | Not measured | –
| 1% | 0% | None | First reading | |
| – | AgentiAI | Unranked | Too few answers | Not measured | –
| 2% | 0% | None | First reading | |
| – | Agentix | Unranked | Too few answers | Not measured | –
| 2% | 2% | 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 gives each brand’s score and rank from the engines’ answers; Search is not measured for this board yet. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.
Most cited sources
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Regulator | 5.0% | 1 of 4 | 9 | Not read |
| 2 | | Social | 10.0% | 2 of 4 | 11 | Not read |
| 3 | | Regulator | 5.0% | 1 of 4 | 8 | Not read |
| 4 | | Consultancy | 8.3% | 3 of 4 | 4 | 5 |
| 5 | | Community | 11.7% | 3 of 4 | 6 | Not read |
| 6 | | Consultancy | 3.3% | 2 of 4 | 3 | 6 |
| 7 | | Consultancy | 6.7% | 3 of 4 | 1 | 2 |
| 8 | | Social | 6.7% | 2 of 4 | 4 | Not read |
| 9 | | Vendor site | 1.7% | 1 of 4 | 4 | Not read |
| 10 | | Consultancy | 5.0% | 3 of 4 | 2 | 1 |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| Quali sono le migliori società di consulenza AI per le aziende di medie dimensioni? | Italian | |
| Agenzia di automazione AI per un’azienda in crescita | Italian | Copilots, CustomCode, Doozy – AIgenzia, InnovaCoding, Lumia Group and Tech Center, tied |
| Come può un’azienda trovare un partner che integri l’AI nei propri processi? | Italian | No brand recommended |
| Come posso farmi aiutare a implementare agenti AI nella mia azienda? | Italian | No brand recommended |
| Sviluppare l’AI internamente o affidarsi a un’agenzia AI per un’azienda di medie dimensioni? | Italian | No brand recommended |
| Meglio un consulente AI freelance o una società di consulenza AI per una piccola impresa? | Italian | No brand recommended |
| Quali alternative ci sono all’assunzione di un team AI interno? | Italian | No brand recommended |
| Quali alternative ci sono alle grandi società di consulenza per i progetti di AI? | Italian | Agentix, |
| Gestisco un’azienda con 100 dipendenti e voglio automatizzare il servizio clienti con l’AI. A quale agenzia dovremmo rivolgerci? | Italian | Bip xTech, |
| Mi occupo delle operations in un’azienda manifatturiera e cerco un partner che sviluppi workflow basati sull’AI. | Italian | Codebaker, |
Each engine's top three
Related leaderboards
Method
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.