Looking for a reliable travel mug that will not leak in my tote bag when I go to my weekly book club meetings.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for a reliable travel mug that will not leak in my tote bag when I go to my weekly book club meetings.
1 real search · 1 real-search pass
best truly leakproof travel mugs 2026 Zojirushi Contigo OXO 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
best truly leakproof travel mugs 2026 Zojirushi Contigo OXO reviews Google ↗
- Best Travel Coffee Mugs, Vetted by Our Experts (2026) · bonappetit.com
- 5 Best Travel Mugs, Tested & Reviewed · goodhousekeeping.com
- This Travel Mug Kept My Coffee Hot for 12 Hours-and Didn't Spill a Drop · seriouseats.com
- Shop at Target · target.com
- Shop at Target · target.com
- Shop at Walmart · walmart.com