Real ChatGPT answer · index seedxOXYpxyimKscompleteReal estate · new constructioninformational

We are currently framing a luxury spec home. What are the best practices for integrating solar panel conduit runs through the attic to the inverter without compromising the roof warranty?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are currently framing a luxury spec home. What are the best practices for integrating solar panel conduit runs through the attic to the inverter without compromising the roof warranty?
3 real searches · 1 real-search pass
solar ready home attic conduit pathway NEC 2023 690.31 roof warranty solar mounting manufacturer approved installation detailsGoogle ↗
OBSERVEDInstruction
NRCA roof warranty solar panel installation roof penetrations manufacturer approved contractor warrantyGoogle ↗
OBSERVEDReason
Texas residential solar PV conduit attic electrical code 2023 NEC DallasGoogle ↗
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 (3)
Short factOther / navigationalComparisonConsequenceReason33%DefinitionInstruction67%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
solar ready home attic conduit pathway NEC 2023 690.31 roof warranty solar mounting manufacturer approved installation details Google ↗
NRCA roof warranty solar panel installation roof penetrations manufacturer approved contractor warranty Google ↗
Texas residential solar PV conduit attic electrical code 2023 NEC Dallas Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
solar ready home attic conduit pathway NEC 2023 690.31 roof warranty solar mounting manufacturer approved installation details
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
NRCA roof warranty solar panel installation roof penetrations manufacturer approved contractor warranty
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Texas residential solar PV conduit attic electrical code 2023 NEC Dallas
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1