Real ChatGPT answer · index seeddcfdjJ1ON0IcompleteTelecom and utilities · energy efficiencycomparison
Are Navien condensing tankless units worth the higher upfront installation cost compared to standard models
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are Navien condensing tankless units worth the higher upfront installation cost compared to standard models
1 real search · 1 real-search pass
Navien condensing vs non-condensing tankless water heater efficiency installation cost condensate maintenance manufacturer specs DOEGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
Navien condensing vs non-condensing tankless water heater efficiency installation cost condensate maintenance manufacturer specs DOE Google ↗
- Tankless Water Heaters · navieninc.com
- Condensing Tankless Water Heaters: A Practical Guide · navieninc.com