Real ChatGPT answer · index seedJK0jKI9cBGocompleteTelecom and utilities · energy efficiencyinformational

Can I install Lowe and s double pane glass inserts ourselves or do we need to hire a licensed contractor for our office building

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can I install Lowe and s double pane glass inserts ourselves or do we need to hire a licensed contractor for our office building
2 real searches · 1 real-search pass
Dallas Texas commercial building window glass replacement permit glazing contractor requirements office buildingGoogle ↗
OBSERVEDReason
Texas contractor license requirements glazing glass installation commercial building state licenseGoogle ↗
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
Dallas Texas commercial building window glass replacement permit glazing contractor requirements office building Google ↗
Texas contractor license requirements glazing glass installation commercial building state license Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Dallas Texas commercial building window glass replacement permit glazing contractor requirements office building
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Texas contractor license requirements glazing glass installation commercial building state license
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1