Real ChatGPT answer · index seedhz4MNCdadVwcompleteReal estate · new constructioncomparison

Which water softening system works best for removing high levels of iron and sulfur in rural well water used for a new construction retirement property

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Which water softening system works best for removing high levels of iron and sulfur in rural well water used for a new construction retirement property
1 real search · 1 real-search pass
private well water treatment iron hydrogen sulfide high concentrations oxidation filtration air injection water testing NSF guidanceGoogle ↗
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)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
private well water treatment iron hydrogen sulfide high concentrations oxidation filtration air injection water testing NSF guidance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
private well water treatment iron hydrogen sulfide high concentrations oxidation filtration air injection water testing NSF guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1