Cases
What the assistants said, before and after
Property-level results: what an assistant answered before the work, what it answers now, and what changed in between.
2 published
CASE · COMPLETED
Nonna Giulina: findable by its village, invisible by everything it offers
Nonna Giulina, 12km from Barbaresco, was named in zero of 96 regional answers and not once for any quality it actually offers.
CASE · COMPLETEDHotel Savoy Bern in AI search: named in 46.6% of 116 answers, and never once for conferences
Ten guest questions, three languages, four engines, and the number that explains the gap: eleven verification searches out of 546.