Compare the top-rated hard-shell roof cargo boxes currently on the market regarding highway wind noise and fuel economy impact.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the top-rated hard-shell roof cargo boxes currently on the market regarding highway wind noise and fuel economy impact.
1 real search · 1 real-search pass
2026 best hard shell rooftop cargo boxes Thule Motion 3 Yakima SkyBox NX 18 INNO Wedge 660 highway wind noise fuel economy MPG tests owner reviewsGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 best hard shell rooftop cargo boxes Thule Motion 3 Yakima SkyBox NX 18 INNO Wedge 660 highway wind noise fuel economy MPG tests owner reviews Google ↗
- The Best Cargo Boxes of 2026 · outdoorgearlab.com
- The Best Rooftop Cargo Boxes of 2026 · gearjunkie.com