Real ChatGPT answer · index seedOZelvkrtEdQcompleteReal estate · new constructionbrand

What do building envelope consultants say about the moisture barrier installation quality on recent KB Home single family construction projects?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do building envelope consultants say about the moisture barrier installation quality on recent KB Home single family construction projects?
2 real searches · 1 real-search pass
KB Home moisture barrier installation defects building envelope consultant recent construction projects 2026 OR 2025Google ↗
OBSERVEDConsequence
KB Home building envelope consultant moisture barrier installation quality recent single family construction projects consultant report WRB flashing inspectionGoogle ↗
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 / navigationalComparisonConsequence50%Reason50%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
KB Home moisture barrier installation defects building envelope consultant recent construction projects 2026 OR 2025 Google ↗
KB Home building envelope consultant moisture barrier installation quality recent single family construction projects consultant report WRB flashing inspection Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
KB Home moisture barrier installation defects building envelope consultant recent construction projects 2026 OR 2025
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
KB Home building envelope consultant moisture barrier installation quality recent single family construction projects consultant report WRB flashing inspection
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1