Compare salt based water softeners versus salt free conditioners for a new construction home with an infant and a toddler
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare salt based water softeners versus salt free conditioners for a new construction home with an infant and a toddler
1 real search · 1 real-search pass
EPA drinking water sodium ion exchange water softeners infant formula sodium hardness salt free water conditioner scale TAC evidenceGoogle ↗
OBSERVEDReason
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
EPA drinking water sodium ion exchange water softeners infant formula sodium hardness salt free water conditioner scale TAC evidence Google ↗
- Virginia Household Water Quality Program: Sodium and Chloride in Household Drinking Water | VCE Publications · pubs.ext.vt.edu
- Drinking Water: Hard Water · extensionpubs.unl.edu
- Home Water Softening Frequently Asked Questions · health.state.mn.us
- Guidelines for Canadian Drinking Water Quality: Operational Parameters · canada.ca
- Cation Exchange Water Softeners · epa.gov
- Technical Reference Manual for WaterSense® Labeled Homes · epa.gov
- WaterSense Guide to Selecting Water Treatment Systems · epa.gov
- WaterSense Guide to Selecting Water Treatment Systems · nepis.epa.gov