The main AIO indicators fall into three families: presence (is the brand named?), quality (is what AI says correct?) and traffic (do visits arrive from AI assistants?). In Cantù, in the province of Como, we define them together with the company based on its market.
Each family answers a different question and should be read over time, not from a single test.
For a company in Como, Brianza or Milan there is no need to measure everything: you choose a few signals tied to your goals. No indicator guarantees a result, because AI answers change. For cases with several languages, between Italy and Lugano, the comparison extends to the website's language versions. See also the AIO service page.
Visits from ChatGPT and Perplexity are tracked in the website's analytics data, by grouping the hits that come from the domains of AI assistants. Some visits do not show where they came from, so the figure is an indication: we check it for companies in Como, Cantù and Milan.
AI share of voice shows how often a brand is named compared with its competitors for a chosen set of questions. For a company in Como, Brianza or Milan it is an indication of a trend, not a guaranteed ranking, because AI answers vary.
For citation monitoring you repeat the same questions to AI assistants at regular intervals, noting dates, names cited and sources. This way a company in Como or Brianza sees how its presence changes, including in comparison with Milan and Lugano.
Faced with "best company in Como", AI usually suggests a few names, justifying them with the information it finds on the web. Clarity of content, consistency of data and reputation all count. There is no single verdict and nobody can guarantee being named in the answers, in Como or in Brianza.
The frequency of the AIO audit depends on the sector, changes to the website and the company's initiatives: there is no deadline that suits everyone. For a company in Como or Brianza with frequent news it makes sense to check more often, always using the same questions to compare results.