What a Finded engagement looks like
From first scan to a measurably better AI Visibility Score.
Aurora was well reviewed on Google, but AI assistants rarely recommended it, especially for hotel guests and business dinners nearby.
Finded's scan found no mention of Aurora for 15 of 22 tested guest situations, and AI consistently recommended two nearby competitors instead for hotel-guest searches.
Rivière had strong local word-of-mouth, but a thin website meant AI had almost nothing to go on beyond the restaurant's name.
Finded found Rivière was missing structured data entirely, and AI could not identify its cuisine, price range, or nearby landmarks in any tested answer.
Ember ranked well for "wine bar" searches, but disappeared completely for "business lunch" and "group dinner", two of its busiest guest types.
Finded's competitor analysis showed three rivals were consistently recommended for those two situations, each with clearer menu and group-booking information online.
