Most cited source
323citations
From Google AI Mode and Google AI Overviews
AI visibility in Italy
Explore brands in industry panels measured from Italy.
Where engines disagree most
Not compared
A list across industries has no engine top three.
Brands
| Brand | Place in its industry | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|
| | #1 in accounting tools in Italy | 28 , range 21–59 | No history yet | 26% | 9% | | First reading | |
| | #1 in European neobanks in Italy | 54 , range 33–77 | No history yet | 46% | 24% | None | First reading | |
 Shopify CA | #3 in website builders in Italy#1 in e-commerce platforms in Italy | 74 , range 60–81 | No history yet | 58% | 34% | None | First reading | |
| | #1 in project management tools in Italy | 75 , range 64–83 | No history yet | 75% | 52% | | First reading | |
| | #1 in website builders in Italy | 80 , range 49–87 | No history yet | 64% | 44% | None | First reading | |
| | #1 in customer support tools in Italy | 51 , range 27–70 | No history yet | 41% | 15% | None | First reading | |
| | #1 in travel and expense tools in Italy | 40 , range 24–65 | No history yet | 27% | 20% | None | First reading | |
| | Unranked in password managers in Italy#2 in marketing automation tools in Italy#2 in accounting tools in Italy | 23 , range 9–38 | No history yet | 10% | 2% | None | First reading | |
| | #2 in HR and payroll tools in Italy#2 in ERP tools in ItalyUnranked in e-commerce platforms in ItalyUnranked in CRM tools in Italy#9 in accounting tools in Italy | 22 , range 9–48 | No history yet | 11% | 5% | None | First reading | |
| | #2 in password managers in Italy | 68 , range 41–78 | No history yet | 49% | 29% | None | First reading |
This list spans more than one industry, so each brand shows its place in its own. Every brand named in at least three answers is placed. 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 | | Social | 15.4% | 2 of 4 | 293 | Not read |
| 2 | | Vendor site | 5.4% | 3 of 4 | 107 | 11 |
| 3 | | Community | 7.3% | 3 of 4 | 95 | 18 |
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | | Brand site | 3.9% | 3 of 4 | 66 | 6 |
| 6 | | Brand site | 4.2% | 4 of 4 | 70 | 3 |
| 7 | Withheld. Run a full Snapshot to see it. | |||||
| 8 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| best e-signature tools for small businesses | English | |
| sign contracts online for small business clients | English | |
| how can a small business get customer contracts signed faster | English | |
| how to collect signatures on agreements without printing | English | |
| digital signatures vs signing paper contracts for small businesses | English | No brand recommended |
Industries
Method
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.