Real ChatGPT answer · index seednRuMMjD7pSMcompleteHome services and improvement · roofinginformational

Is it worth upgrading to energy efficient skylight replacement and sealing for our warehouse roof before winter starts?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it worth upgrading to energy efficient skylight replacement and sealing for our warehouse roof before winter starts?
2 real searches · 1 real-search pass
commercial warehouse skylight energy efficiency replacement air leakage condensation roof sealing cold climate guidance PennsylvaniaGoogle ↗
OBSERVED
ENERGY STAR skylights U-factor air leakage condensation commercial buildings roof insulation energy savingsGoogle ↗
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
commercial warehouse skylight energy efficiency replacement air leakage condensation roof sealing cold climate guidance Pennsylvania Google ↗
ENERGY STAR skylights U-factor air leakage condensation commercial buildings roof insulation energy savings Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial warehouse skylight energy efficiency replacement air leakage condensation roof sealing cold climate guidance Pennsylvania
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ENERGY STAR skylights U-factor air leakage condensation commercial buildings roof insulation energy savings
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1