How long do standard water heaters last according to recent consumer reports and should I replace mine before selling the house
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How long do standard water heaters last according to recent consumer reports and should I replace mine before selling the house
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
2026 Consumer Reports water heater lifespan how long do water heaters last replacement before selling home Google ↗
2026 water heater replacement signs lifespan tank gas electric manufacturer guidance Google ↗
- Save Money with an Energy-Efficient Water Heater · consumerreports.org
- 5 Best Heat Pump Water Heaters of 2026, Tested in our Labs · consumerreports.org
- Water Heaters · ahrinet.org
- Water Heater Lifespan: When to Repair vs. Replace · rheem.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Consumer Reports water heater lifespan how long do water heaters last replacement before selling home OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
2026 water heater replacement signs lifespan tank gas electric manufacturer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |