Leader
48Heralded Score, range 29–72
The most visible ERP tools in Italy, October 2026
Most cited source
15citations
From Google AI Mode, Gemini, Google AI Overviews and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Mode, not on Gemini, Google AI Overviews and ChatGPT
Brands
| Rank | Brand | Rank change | Heralded Score All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| – | | Unranked | Too few answers | Not measured | 0= #36 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #36 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #36 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #36 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #36 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #36 | –
| 0% | 0% | None | First reading | |
| – | Mefi CRM | Unranked | Too few answers | Not measured | 0= #36 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 5= #19 | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 1= #33 | –
| 0% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #36 | –
| 0% | 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.
Most cited sources
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Vendor site | 20.0% | 4 of 4 | 6 | 1 |
| 2 | | Social | 13.3% | 2 of 4 | 15 | Not read |
| 3 | | Review site | 11.7% | 4 of 4 | 5 | 10 |
| 4 | | Vendor site | 10.0% | 3 of 4 | 4 | 3 |
| 5 | | Vendor site | 6.7% | 3 of 4 | 4 | Not read |
| 6 | | Community | 8.3% | 2 of 4 | 5 | Not read |
| 7 | | Consultancy | 5.0% | 1 of 4 | 2 | 2 |
| 8 | | Media | 5.0% | 1 of 4 | 2 | 11 |
| 9 | | Vendor site | 5.0% | 2 of 4 | 1 | 4 |
| 10 | | Vendor site | 5.0% | 2 of 4 | 2 | 2 |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| Qual è il miglior software ERP per le piccole imprese? | Italian | |
| Software ERP per la gestione del magazzino nelle piccole imprese | Italian | |
| Come può una piccola impresa tenere sotto controllo magazzino e ordini? | Italian | Nabirio Gaveira and |
| Come posso gestire vendite, magazzino e fatture in un unico posto? | Italian | |
| Software ERP o fogli di calcolo per gestire una piccola impresa? | Italian | |
| Software ERP o programmi separati per vendite e magazzino? | Italian | |
| Alternative ai fogli di calcolo per tenere traccia del magazzino in una piccola impresa | Italian | |
| Un'alternativa alla gestione manuale degli ordini in un'officina | Italian | No brand recommended |
| Gestisco un'azienda con 10 dipendenti e cerco un ERP facile da gestire | Italian | |
| Abbiamo due magazzini e abbiamo bisogno di vedere le giacenze in tempo reale | Italian | Starty ERP |
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.