Real ChatGPT answer · index seedeVCU0hCihaocompleteHome services and improvement · flooringinformational
What is the absolute best vacuum for hardwood floors that my cleaning crew can use without scratching newly finished surfaces?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the absolute best vacuum for hardwood floors that my cleaning crew can use without scratching newly finished surfaces?
1 real search · 1 real-search pass
best vacuum hardwood floors avoid scratching newly finished hardwood floors soft wheels parquet head commercial cleaningGoogle ↗
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 vacuum hardwood floors avoid scratching newly finished hardwood floors soft wheels parquet head commercial cleaning Google ↗
- The 5 Best Vacuums For Hardwood Floors of 2026 · rtings.com
- Vacuum That Won't Scratch Hardwood or Area Rugs · avonvacuums.com
- 7 Best Vacuums for Hardwood Floors of 2026, Tested by AD · architecturaldigest.com
- 7 Best Vacuums for Hardwood Floors, Tested & Reviewed · goodhousekeeping.com
- Best Vacuums for Hardwood Floors · consumerreports.org