Luggage & Travel Gear AI Visibility Index: US
We asked ChatGPT, Perplexity and Google's AI Overviews the same 150 questions American luggage & travel gear shoppers actually ask. That is 2,699 answers analysed.
2699
answers31
brandsThe leaderboard
Every brand in this vertical, scored on the same questions across every surface.
What the data shows
Never named: the brands AI didn't mention.
2 of 31 tracked brands were never named once across the 2,699 answers analysed: Genius Pack and Traveler's Club Luggage.
The ladder so far.
Travelpro leads with a Visibility Score of 47.2 (1,273 of 2,699 answers, 118 of 150 questions), followed by Away at 41.6 and Samsonite at 39.5.
Instagram size doesn't predict AI visibility.
Rimowa has the largest Instagram following in the tracked population (1,580,012 followers) but ranks #8 on AI visibility (10.6/100), behind Travelpro, which leads the index at 47.2/100.
Common questions
Which Luggage & Travel Gear brand does AI recommend most?
Travelpro ranks first in the US Luggage & Travel Gear AI Visibility Index with a Visibility Score of 47.2.
How many Luggage & Travel Gear brands does Found measure?
Found measures 31 American Luggage & Travel Gear brands, scanned 21 August – 20 September 2026 across ChatGPT, Perplexity and Google AI Overviews.
How is the Luggage & Travel Gear Visibility Score calculated?
We asked ChatGPT, Perplexity and Google's AI Overviews the same questions American Luggage & Travel Gear shoppers actually ask, scanned 21 August – 20 September 2026, with 2,699 answers analysed. Here is who the machines recommend.
Where can I see the full methodology?
The full method - question selection, scan cadence, population rules and scoring - is published at flux.agency/found/methodology.
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