Real ChatGPT answer · index seedMBo3yvxFA8kcompleteHome services and improvement · flooringcommercial
What upright vacuums do consumer reviews recommend most for homes with mostly hardwood floors and two shedding pets?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What upright vacuums do consumer reviews recommend most for homes with mostly hardwood floors and two shedding pets?
1 real search · 1 real-search pass
best upright vacuums hardwood floors pet hair consumer reviews 2026 tested reviews Wirecutter RTINGS Consumer ReportsGoogle ↗
OBSERVEDReason
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 upright vacuums hardwood floors pet hair consumer reviews 2026 tested reviews Wirecutter RTINGS Consumer Reports Google ↗
- 7 Best Upright Vacuums of 2026 · consumerreports.org
- The 4 Best Upright Vacuums of 2026 · rtings.com
- The 5 Best Vacuums For Pet Hair of 2026 · rtings.com
- Best Vacuums for Hardwood Floors · consumerreports.org
- The 5 Best Vacuums For Hardwood Floors of 2026 · rtings.com