Real ChatGPT answer · index seedjBpOiHjgVf8completeHome services and improvement · roofinginformational
Is lead pipe boot replacement something a handy retiree can do with a kit from Home Depot or is it too risky?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is lead pipe boot replacement something a handy retiree can do with a kit from Home Depot or is it too risky?
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
lead pipe boot replacement plumbing meaning roof vent flashing lead pipe boot Google ↗
EPA lead plumbing pipe repair replacement homeowner lead exposure plumbing work Google ↗
- Lead and Drinking Water · nyc.gov
- Lead in Household Plumbing Frequently Asked Questions · nyc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
lead pipe boot replacement plumbing meaning roof vent flashing lead pipe boot OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
EPA lead plumbing pipe repair replacement homeowner lead exposure plumbing work OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |