Real ChatGPT answer · index seedYUHfNVumeyMcompleteReal estate · new constructioncomparison

I am customizing my KB Home architectural options and want to know if structural changes like a third floor loft add more value than cosmetic upgrades.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am customizing my KB Home architectural options and want to know if structural changes like a third floor loft add more value than cosmetic upgrades.
2 real searches · 1 real-search pass
KB Home third floor loft structural options upgrade cost resale value appraisal square footageGoogle ↗
OBSERVED
home renovation return on investment additional living space loft vs cosmetic upgrades resale value appraisal square footageGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
KB Home third floor loft structural options upgrade cost resale value appraisal square footage Google ↗
home renovation return on investment additional living space loft vs cosmetic upgrades resale value appraisal square footage Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
KB Home third floor loft structural options upgrade cost resale value appraisal square footage
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
home renovation return on investment additional living space loft vs cosmetic upgrades resale value appraisal square footage
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1