Real ChatGPT answer · index seedBU7mKd3ykTMcompleteHome services and improvement · roofinglocal

What is the best way to combine a roof replacement with a new solar panel installation in Michigan?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to combine a roof replacement with a new solar panel installation in Michigan?
3 real searches · 1 real-search pass
Michigan residential rooftop solar 2026 incentives utility interconnection net metering Consumers Energy DTE officialGoogle ↗
OBSERVEDOther / navigational
Michigan roofing solar installation building permits snow load electrical code official guidanceGoogle ↗
OBSERVEDInstruction
2026 federal residential clean energy credit solar panels expiration law 2025 2026 IRSGoogle ↗
OBSERVEDConsequence

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 / navigational33%ComparisonConsequence33%ReasonDefinitionInstruction33%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
Michigan residential rooftop solar 2026 incentives utility interconnection net metering Consumers Energy DTE official Google ↗
Michigan roofing solar installation building permits snow load electrical code official guidance Google ↗
2026 federal residential clean energy credit solar panels expiration law 2025 2026 IRS Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Michigan residential rooftop solar 2026 incentives utility interconnection net metering Consumers Energy DTE official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Michigan roofing solar installation building permits snow load electrical code official guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
2026 federal residential clean energy credit solar panels expiration law 2025 2026 IRS
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1