Real ChatGPT answer · index seedXSF2PyGobTscompleteHome services and improvement · solar panelscommercial

My roof is getting older, so should I replace the shingle roof before putting up solar panels, and what is the typical combined cost?

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

The searches the AI actually ran for this prompt.

SEED QUERY
My roof is getting older, so should I replace the shingle roof before putting up solar panels, and what is the typical combined cost?
2 real searches · 1 real-search pass
2026 average asphalt shingle roof replacement cost per square foot US solar panel installation cost per watt residential 7 kWGoogle ↗
OBSERVED
Illinois residential solar installation cost 2026 federal tax credit residential solar 2026 eligibilityGoogle ↗
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
2026 average asphalt shingle roof replacement cost per square foot US solar panel installation cost per watt residential 7 kW Google ↗
Illinois residential solar installation cost 2026 federal tax credit residential solar 2026 eligibility Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 average asphalt shingle roof replacement cost per square foot US solar panel installation cost per watt residential 7 kW
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Illinois residential solar installation cost 2026 federal tax credit residential solar 2026 eligibility
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1