Real ChatGPT answer · index seedeTvfJFlQOa4completeReal estate · new constructioncomparison

What is the average cost to retrofit a whole house salt-free water conditioner into a Pulte Homes plumbing manifold that was pre-plumbed only for a standard tank softener?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average cost to retrofit a whole house salt-free water conditioner into a Pulte Homes plumbing manifold that was pre-plumbed only for a standard tank softener?
3 real searches · 1 real-search pass
2026 whole house salt free water conditioner installed cost plumber installation cost USGoogle ↗
OBSERVEDShort fact
Pulte Homes water softener pre plumb manifold softener loop plumbing connections retrofit conditionerGoogle ↗
OBSERVEDInstruction
salt free water conditioner installation cost 2025 2026 plumberGoogle ↗
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 (3)
Short fact33%Other / navigationalComparison33%ConsequenceReasonDefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 whole house salt free water conditioner installed cost plumber installation cost US Google ↗
Pulte Homes water softener pre plumb manifold softener loop plumbing connections retrofit conditioner Google ↗
salt free water conditioner installation cost 2025 2026 plumber Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 whole house salt free water conditioner installed cost plumber installation cost US
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Pulte Homes water softener pre plumb manifold softener loop plumbing connections retrofit conditioner
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
salt free water conditioner installation cost 2025 2026 plumber
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1