Real ChatGPT answer · index seeddjiAPtc5SukcompleteReal estate · new constructioncomparison

Compare the maintenance requirements of a Kenmore whole house water softener versus a GE Profile unit for a new construction house where we move in next week.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the maintenance requirements of a Kenmore whole house water softener versus a GE Profile unit for a new construction house where we move in next week.
2 real searches · 1 real-search pass
Kenmore water softener owner manual maintenance salt cleaning resin tank maintenanceGoogle ↗
OBSERVEDReason
GE Profile water softener owner manual maintenance salt cleaning resin tank maintenanceGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Kenmore water softener owner manual maintenance salt cleaning resin tank maintenance Google ↗
GE Profile water softener owner manual maintenance salt cleaning resin tank maintenance Google ↗
  1. Use & Care Guide · kenmorewatersolutions.com
  2. Use & Care Guide · kenmorewatersolutions.com
  3. Water Softener · products.geappliances.com
  4. GE® Smart Water Softener 45,000 Grain Capacity GXSH45W · appliancedepot.com
  5. GE® Smart Water Softener 30,000 Grain Capacity with Integrated Filtration GXMD30W · appliancedepot.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kenmore water softener owner manual maintenance salt cleaning resin tank maintenance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
GE Profile water softener owner manual maintenance salt cleaning resin tank maintenance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1