Real ChatGPT answer · index seedKI2RP5EmxNwcompleteHome services and improvement · solar panelscomparison

Can you contrast the structural assessment costs for heavy commercial-grade panels versus residential panels on an older shingle roof?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Can you contrast the structural assessment costs for heavy commercial-grade panels versus residential panels on an older shingle roof?
1 real search · 1 real-search pass
structural engineer cost solar panel roof assessment residential commercial stamped report older asphalt shingle roof costGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
structural engineer cost solar panel roof assessment residential commercial stamped report older asphalt shingle roof cost Google ↗

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
structural engineer cost solar panel roof assessment residential commercial stamped report older asphalt shingle roof cost
OBSERVED
Google ↗
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