What are the most common signs of polybutylene plumbing failure that a budget-conscious home buyer should look for?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most common signs of polybutylene plumbing failure that a budget-conscious home buyer should look for?
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
polybutylene plumbing signs failure inspection home buyer official guidance CPSC insurance Google ↗
polybutylene pipe identification gray blue black markings failure fittings official plumbing guidance Google ↗
- Polybutylene for Inspectors · nachi.org
- Microsoft PowerPoint · iccsafe.org
- HILB - Statutes and Rules · ncosfm.gov
- NCREC Bulletins – Polybutylene Pipes: Is the mere presence material? · bulletins.ncrec.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
polybutylene plumbing signs failure inspection home buyer official guidance CPSC insurance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
polybutylene pipe identification gray blue black markings failure fittings official plumbing guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |