Real ChatGPT answer · index seed2vxuSlY1qEUcompleteHome services and improvement · DIY projectscommercial

Which brand of baking soda grout cleaner works best on porous travertine tile without eating away the natural stone finish?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which brand of baking soda grout cleaner works best on porous travertine tile without eating away the natural stone finish?
1 real search · 1 real-search pass
travertine grout cleaning baking soda safe porous stone pH neutral cleaner manufacturer guidanceGoogle ↗
OBSERVEDInstruction

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)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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
travertine grout cleaning baking soda safe porous stone pH neutral cleaner manufacturer guidance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
travertine grout cleaning baking soda safe porous stone pH neutral cleaner manufacturer guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1