Real ChatGPT answer · index seedpKfIomnLln0completeTelecom and utilities · energy efficiencyinformational

How do building codes affect the installation of solar shingle roofs, and do these regulatory requirements impact the overall labor cost of the project?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do building codes affect the installation of solar shingle roofs, and do these regulatory requirements impact the overall labor cost of the project?
1 real search · 1 real-search pass
solar roof shingles building code requirements IRC NEC permits inspections labor installation official guidanceGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
solar roof shingles building code requirements IRC NEC permits inspections labor installation official guidance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
solar roof shingles building code requirements IRC NEC permits inspections labor installation official guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1