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by Aurelian Lab

Companies invisible when customers look for them: the first Observatory findings on Medium.

Maria Luisa De Petris, founder of Aurelian Lab, has published on Medium the article “Companies invisible when customers look for them” (in Italian), with the first findings of the Aurelian Watch 2026 Observatory on 50 Italian mid-sized companies.

Ask an AI assistant what one of these companies is, and the answer is almost always correct. Ask it which are the best companies in its sector, and that same company often does not appear: being known does not mean being chosen.

The article explains why the corporate website carries little weight among the sources assistants cite, why external voices matter most, and the three levels of action for a symphonic reputation: presence beyond the website, content backed by evidence, structure and consistency.

Want to know what AI says about your company?

Write to us for a first confidential conversation, or explore the Aurelian Watch 2026 Observatory.