Real ChatGPT answer · index seedgLYHc7ixQQEcompleteHome services and improvement · flooringinformational
What is the best pH-neutral cleaning solution for luxury vinyl plank that won't degrade the aluminum oxide wear layer over time?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best pH-neutral cleaning solution for luxury vinyl plank that won't degrade the aluminum oxide wear layer over time?
1 real search · 1 real-search pass
best pH neutral cleaner luxury vinyl plank aluminum oxide wear layer manufacturer recommendations ingredients avoidGoogle ↗
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 pH neutral cleaner luxury vinyl plank aluminum oxide wear layer manufacturer recommendations ingredients avoid Google ↗
- Bona technical data sheet · bona.com
- View product · ezvacuum.com
- View product · moresurfacecare.com
- Vinyl Care Guide: Protect Your Luxury Vinyl Plank, Vinyl and Resilient Flooring · flooranddecor.com
- Vinyl Care Guide · flooranddecor.a.bigcontent.io
- TECHNICAL BULLETIN · rhctechnical.com
- Luxury Vinyl Tile Maintenance Guidelines · interface.com