Where Ranking Goes Inside an AI Answer
What cosa sono citazioni IA means for Italian businesses: how ranking, citation, source reuse and description differ inside generated answers.
Field notes
Ranking reports versus citation ledgers
The blog follows the practical shift from SEO position tracking to AI-citation measurement in Italy. I publish one field note each week, one citation teardown every two weeks, and one monthly ledger that compares what a ranking report sees with what an assistant names, cites, misdescribes or skips across Italian and English query variants.
Page Edits That Move a Mention Into Citation
How page rewrites can turn assistant mentions into citations by clarifying category, location, proof and service boundaries.
When First Position Does Not Get Named
Why primo su Google non citato happens: a top Italian ranking can lose when AI assistants choose names, sources and reusable evidence.