My plumber recommended a dual tank water softener for our new build. How do I figure out if it is worth the extra cost?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My plumber recommended a dual tank water softener for our new build. How do I figure out if it is worth the extra cost?
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). 1 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
water softener sizing household demand hardness regeneration salt efficiency dual tank single tank guidance Google ↗
single tank vs twin alternating water softener regeneration efficiency continuous soft water sizing hardness grains per gallon extension Google ↗
- Residential softening · wrc.umn.edu
- Water Softening · extension.psu.edu
- Water Softeners · basc.pnnl.gov
- Soften Water Without Wasting It: Guide to Selecting and Maintaining a Water-Efficient Water Softener · epa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
water softener sizing household demand hardness regeneration salt efficiency dual tank single tank guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
single tank vs twin alternating water softener regeneration efficiency continuous soft water sizing hardness grains per gallon extension OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |