Leader
9Heralded Score, range 3–33
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 |
|---|---|---|---|---|---|---|---|---|---|---|
| – | Keybiz | Unranked | Too few answers | Not measured | –
| 2% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 1% | 0% | None | First reading | |
| – | Linfa Tech IT | Unranked | Too few answers | Not measured | –
| 2% | 2% | | First reading | |
| – | Longrun Solutions | Unranked | Too few answers | Not measured | –
| 2% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 4% | 2% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | None | First reading | |
| – | MAV Reality | Unranked | Too few answers | Not measured | –
| 2% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 2% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 2% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | | 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.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 11 | | Directory | 3.3% | 1 of 4 | 1 | Not read |
| 12 | | Consultancy | 3.3% | 1 of 4 | 1 | Not read |
| 13 | | Consultancy | 1.7% | 1 of 4 | 2 | Not read |
| 14 | | Consultancy | 3.3% | 1 of 4 | 1 | Not read |
| 15 | | Consultancy | 3.3% | 2 of 4 | 1 | 1 |
| 16 | | Vendor site | 3.3% | 2 of 4 | 1 | Not read |
| 17 | | Review site | 3.3% | 2 of 4 | 1 | 4 |
| 18 | | Vendor site | 3.3% | 1 of 4 | 1 | Not read |
| 19 | | Directory | 3.3% | 2 of 4 | 1 | 2 |
| 20 | | Unclassified | 3.3% | 2 of 4 | 2 | Not read |
| Question | Language | Most recommended |
|---|---|---|
| Quali sono le migliori aziende di sviluppo software per realizzare un prodotto su misura in Italia? | Italian | |
| Outsourcing dello sviluppo software su misura per startup in Italia | Italian | |
| Come può un'azienda realizzare software su misura senza un team interno in Italia? | Italian | No brand recommended |
| Come posso trovare un partner affidabile per lo sviluppo software in Italia? | Italian | |
| Sviluppatori interni o azienda di sviluppo software per una startup in Italia? | Italian | 2bit srl, |
| Sviluppo software nearshore o offshore per un'azienda di medie dimensioni in Italia | Italian | No brand recommended |
| Alternative ad assumere un team di sviluppo interno in Italia | Italian | No brand recommended |
| Alternative agli sviluppatori freelance per creare un'app in Italia | Italian | No brand recommended |
| Sono un fondatore non tecnico in Italia e devo realizzare un'app web. Quale azienda di sviluppo software dovrei scegliere? | Italian | |
| Dirigo il reparto IT di un'azienda di medie dimensioni in Italia e cerco un partner per modernizzare i nostri sistemi legacy. | Italian | |
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.