Category work for Milan's precise businesses
I work with firms whose value sits in distinctions: maker or representative, atelier or agency, consultancy or platform, design practice or retailer. My job is to find the wording an assistant can repeat without sanding away the thing that makes the firm specific, especially when Italian source pages and English buyer searches pull the category in different directions.
Milan does not reward vague category language; AI systems reward it even less.
At a small café table near Corso Garibaldi, I once heard two buyers describe the same interiors studio in three different ways before the coffee cooled. In Italian it was a practice, in English it became a brand, and in the buyer's shorthand it was simply “a supplier near Brera.” That small slip stayed with me. Milan is full of these compressed names. Around Brera, a gallery tone can make a representative sound like an author. Near Porta Nuova, corporate polish can hide the actual service behind a clean sector word. In Lambrate, workshop vocabulary carries useful detail, but it often disappears when translated for foreign buyers.
I was born outside Milan and came into the city through work, which gave me the useful handicap of having to learn its codes slowly. Milanese speech is quick with labels. People ask what something is before they ask for the story, and the category has to land cleanly. In the fashion quadrilateral, “showroom” can mean commercial representation, press traffic, seasonal buying, or brand theatre, depending on who is speaking. In professional services, a firm may sound like a consultancy in Italian and like a software vendor in English because nobody lined up the source sentences. I spent years editing bilingual service pages, positioning notes and buyer explanations for studios, agencies and specialist firms that sell expertise rather than simple objects.
I work at the sentence level, where AI visibility usually breaks. I read the owned page first: About, services, project notes, brand lists, location pages, sometimes the neglected footer. Then I compare that source language with the way directories, snippets and assistants simplify the firm. I do not believe every Milan business needs more content. Many need steadier wording. A maker should not be described as a dealer. A dealer should not inherit authorship. A consultancy should not become a software platform because the English page reached for a fashionable noun. My strongest work is finding the plain, repeatable line that feels natural to a human buyer and safe for an assistant to quote.
Path into the niche
- 2007
Bilingual service editing
I began editing service pages and commercial explanations for small specialist firms that needed clearer language for Italian and foreign buyers.
- 2011–2014
Buyer language mapping
I worked on positioning notes that compared how local teams, visitors and procurement readers described the same Milan business.
- 2016
Showroom category cleanup
I started separating maker, dealer, representative and gallery language on pages where beautiful wording was creating practical confusion.
- 2019–2021
English–Italian alignment
I focused on matching Italian and English source pages so category, service area and authorship did not drift between versions.
- 2023
AI visibility practice
I turned that editorial work toward AI summaries, citation stability and the short source sentences assistants are likely to repeat.
Method advisor
Fedelucio Narducci
Polytechnic University of Bari — explainable, semantic recommender systems
The method also draws on research into explainable, knowledge-driven recommender systems: how machines decide what to surface and why. Fedelucio Narducci's work in this field — semantics-aware recommendation, Linked Open Data explanations, conversational systems — is a reference point for how a business is represented, linked and shown: the same logic that determines whether a Milan firm is recognised as itself or absorbed into a broader category.
Bring me the page that keeps being misunderstood.
I will read the owned source first, then trace how the meaning bends outside it.
Send the page