Real ChatGPT answer · index seedPwIVQyAWBAIcompleteHome services and improvement · cleaning serviceshowto
How do commercial grade eco friendly cleaning solutions compare to traditional harsh solvents when removing stubborn grout haze from newly tiled porcelain floors?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do commercial grade eco friendly cleaning solutions compare to traditional harsh solvents when removing stubborn grout haze from newly tiled porcelain floors?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
porcelain tile grout haze removal manufacturer guidance cement grout haze epoxy grout haze acidic cleaner eco friendly Google ↗
TCNA grout haze removal porcelain tile newly installed grout manufacturer instructions acid cleaner Google ↗
- TECHNICAL BULLETIN · cdnmedia.mapei.com
- Epoxy Grouts FAQ · laticrete.com
- Cement Grouts · cdn.laticrete.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
porcelain tile grout haze removal manufacturer guidance cement grout haze epoxy grout haze acidic cleaner eco friendly OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
TCNA grout haze removal porcelain tile newly installed grout manufacturer instructions acid cleaner OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |