Find recent consumer reviews and failure rate statistics for polybutylene plumbing systems in residential homes built during the late 1980s.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Find recent consumer reviews and failure rate statistics for polybutylene plumbing systems in residential homes built during the late 1980s.
3 real searches · 1 real-search pass
polybutylene plumbing failure rate statistics homes 1980s 1990s insurance claims study consumer reviews 2024 2025Google ↗
OBSERVED
polybutylene pipe failure rate study percentage homes leaks class action statisticsGoogle ↗
OBSERVED
polybutylene plumbing homeowner reviews experiences replacement leaks forum 2024 2025Google ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
polybutylene plumbing failure rate statistics homes 1980s 1990s insurance claims study consumer reviews 2024 2025 Google ↗
polybutylene pipe failure rate study percentage homes leaks class action statistics Google ↗
polybutylene plumbing homeowner reviews experiences replacement leaks forum 2024 2025 Google ↗
- Microsoft PowerPoint · iccsafe.org
- Polybutylene Piping Problems · sagewater.com
- Polybutylene for Inspectors · nachi.org
- How to Replace Polybutylene Piping with PEX · thisoldhouse.com
- cga.ct.gov · cga.ct.gov
- How Common Are Plumbing Leaks? · theplumbingbrief.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
polybutylene plumbing failure rate statistics homes 1980s 1990s insurance claims study consumer reviews 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
polybutylene pipe failure rate study percentage homes leaks class action statistics OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
polybutylene plumbing homeowner reviews experiences replacement leaks forum 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |