Real ChatGPT answer · index seed0aDzz9hq7k0completeReal estate · new constructioncomparison

I need a direct comparison between Culligan and Kinetico whole house water softeners for a new construction home to prevent scaling on brand new fixtures starting this week.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need a direct comparison between Culligan and Kinetico whole house water softeners for a new construction home to prevent scaling on brand new fixtures starting this week.
1 real search · 1 real-search pass
Culligan vs Kinetico water softener comparison official warranty service twin tank non-electric 2026Google ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Culligan vs Kinetico water softener comparison official warranty service twin tank non-electric 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Culligan vs Kinetico water softener comparison official warranty service twin tank non-electric 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1