Real ChatGPT answer · index seedNHV4Y62zG0QcompleteHome services and improvement · plumbingcomparison
Comparing the cost of a plumber versus DIY for replacing a corroded wax ring toilet flange in an old house
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing the cost of a plumber versus DIY for replacing a corroded wax ring toilet flange in an old house
1 real search · 1 real-search pass
2026 toilet flange replacement cost plumber labor cost Virginia corroded flange repairGoogle ↗
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)
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
2026 toilet flange replacement cost plumber labor cost Virginia corroded flange repair Google ↗
- Toilet Repair & Installation in Leesburg, VA · stoneysplumb.com
- Toilet Repair Leesburg, VA: Running Toilets, Clogs, Leaks & Replacement Guide · stoneysplumb.com
- How Much It Costs to Unclog a Drain in Virginia · homeserve.com