Real ChatGPT answer · index seedIuYg67iKzy8completeHome services and improvement · flooringcommercial

The flooring store guy is trying to upsell me on porcelain tile over ceramic tile for my kitchen remodel but I need to know which one actually holds up better to dropped cast iron skillets before I buy today

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
The flooring store guy is trying to upsell me on porcelain tile over ceramic tile for my kitchen remodel but I need to know which one actually holds up better to dropped cast iron skillets before I buy today
1 real search · 1 real-search pass
porcelain vs ceramic tile impact resistance dropped heavy object kitchen floor tile technical guidanceGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
porcelain vs ceramic tile impact resistance dropped heavy object kitchen floor tile technical guidance Google ↗
  1. Porcelain vs. Non-Porcelain · tcnatile.com
  2. How and Why · vitisco.com
  3. Tile Flooring Explained: A Buyer's Guide · flooringinstitute.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
porcelain vs ceramic tile impact resistance dropped heavy object kitchen floor tile technical guidance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1