Leader
56Heralded Score, range 30–75
The most visible business intelligence tools in Italy, October 2026
Most cited source
2citations
From Google AI Overviews
Where engines disagree most
1/4engines put it in their top three
Top three on Gemini, not on Google AI Mode, Google AI Overviews and ChatGPT
Brands
| Rank | Brand | Rank change | Heralded Score All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 56 , range 30–75 | 60#1 | 48#2 | 56
| 41% | 24% | None | First reading | |
| 2 | | New entry | 42 , range 15–57 | 35#3 | 54#1 | 42
| 21% | 9% | None | First reading | |
| 3 | | New entry | 40 , range 25–62 | 46#2 | 31= #3 | 40
| 28% | 17% | None | First reading | |
| 4 | | New entry | 24 , range 11–54 | 34#4 | 8#14 | 24
| 15% | 8% | None | First reading | |
| 5 | | New entry | 21 , range 6–51 | 30#5 | 5= #16 | 21
| 15% | 2% | None | First reading | |
| 6 | | New entry | 15 , range 4–50 | 24#6 | 0= #19 | 15
| 9% | 6% | None | First reading | |
| 7 | | New entry | 15 , range 1–48 | 6#9 | 31= #3 | 15
| 6% | 3% | None | First reading | |
| 8 | | New entry | 13 , range 3–50 | 15#7 | 9#13 | 13
| 8% | 4% | None | First reading | |
| 9 | | New entry | 9 , range 3–49 | 14#8 | 0= #19 | 9
| 7% | 4% | None | First reading | |
| 10 | | New entry | 3 , range 1–46 | 5#10 | 0= #19 | 3
| 3% | 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.
Most cited sources
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Reference | 3.3% | 1 of 4 | 2 | Not read |
| 2 | | Reference | 1.7% | 1 of 4 | 1 | Not read |
| 3 | | Reference | 1.7% | 1 of 4 | 1 | Not read |
| 4 | | Reference | 1.7% | 1 of 4 | 1 | Not read |
| 5 | | Reference | 1.7% | 1 of 4 | 1 | Not read |
| 6 | | Reference | 1.7% | 1 of 4 | 1 | Not read |
| 7 | | Reference | 1.7% | 1 of 4 | 1 | Not read |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| Quali sono i migliori strumenti di business intelligence per chi gestisce una piccola impresa? | Italian | |
| Come possono le piccole imprese usare l’analisi dei dati per prendere decisioni migliori? | Italian | |
| Come può chi gestisce una piccola impresa capire meglio come sta andando l’attività? | Italian | No brand recommended |
| Come posso capire quali prodotti sono più redditizi? | Italian | No brand recommended |
| Per chi gestisce una piccola impresa sono meglio i report automatici o le analisi manuali? | Italian | |
| Per tenere traccia delle vendite di una piccola impresa, sono meglio le dashboard o i fogli di calcolo? | Italian | |
| Quali alternative ci sono ai report preparati manualmente per chi gestisce una piccola impresa? | Italian | |
| Cosa possono usare le piccole imprese al posto dei fogli di calcolo per analizzare le vendite? | Italian | |
| Gestisco un’azienda con 10 dipendenti e voglio tenere traccia delle vendite. Cosa mi consigliate? | Italian | No brand recommended |
| Gestisco un’azienda, non ho un analista di dati e mi servono report facili da capire. Quali opzioni ho? | Italian | |
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.