Real ChatGPT answer · index seedqfW5x40Ym30completeHome services and improvement · plumbingcommercial
What is the current industry consensus on using wax rings with built in plastic horns for Kohler toilets on standard flanges?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the current industry consensus on using wax rings with built in plastic horns for Kohler toilets on standard flanges?
3 real searches · 1 real-search pass
Kohler toilet wax ring plastic horn standard flange plumber recommendation horned wax ring forumGoogle ↗
OBSERVEDComparison
Oatey wax ring with horn standard flange installation instructions plastic funnel horn toiletGoogle ↗
OBSERVEDInstruction
Kohler toilet installation instructions wax ring flange horn wax sealGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Kohler toilet wax ring plastic horn standard flange plumber recommendation horned wax ring forum OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Oatey wax ring with horn standard flange installation instructions plastic funnel horn toilet OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Kohler toilet installation instructions wax ring flange horn wax seal OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |