Real ChatGPT answer · index seedDYGsIxAxqXwcompleteReal estate · new constructioninformational

Is it cheaper to upgrade our flooring through the builder design center or hire an outside contractor right after closing on the house?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it cheaper to upgrade our flooring through the builder design center or hire an outside contractor right after closing on the house?
1 real search · 1 real-search pass
new construction builder design center flooring upgrades markup outside contractor after closing cost comparison warranty mortgage appraisal flooring CaliforniaGoogle ↗
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
new construction builder design center flooring upgrades markup outside contractor after closing cost comparison warranty mortgage appraisal flooring California Google ↗
  1. 2024 Real Estate Law · dre.ca.gov
  2. 2026 Real Estate Law · dre.ca.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
new construction builder design center flooring upgrades markup outside contractor after closing cost comparison warranty mortgage appraisal flooring California
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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