Real ChatGPT answer · index seedUdzz7pu2DdocompleteHome services and improvement · plumbinginformational
What is the failure rate of rubber-reinforced wax ring flange replacements compared to traditional wax rings when installed on slightly uneven bathroom subfloors?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the failure rate of rubber-reinforced wax ring flange replacements compared to traditional wax rings when installed on slightly uneven bathroom subfloors?
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
rubber reinforced wax toilet seal failure rate comparison traditional wax ring uneven floor testing Google ↗
toilet wax ring vs rubber reinforced wax ring uneven subfloor flange installation manufacturer guidance failure leak Google ↗
- Oatey® Reinforced Wax Bowl Rings · oatey.com
- What Is a Toilet Wax Ring · oatey.com
- Toilet Bowl Gaskets · finehomebuilding.com
- Fast Fixes for Closet Flanges · jlconline.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
rubber reinforced wax toilet seal failure rate comparison traditional wax ring uneven floor testing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
toilet wax ring vs rubber reinforced wax ring uneven subfloor flange installation manufacturer guidance failure leak OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |