Real ChatGPT answer · index seed3eRUUksDaG8completeReal estate · new constructioncomparison

Evaluate integrating solar panels during framing versus a post-construction retrofit on a standing seam metal roof regarding warranty implications.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate integrating solar panels during framing versus a post-construction retrofit on a standing seam metal roof regarding warranty implications.
3 real searches · 1 real-search pass
standing seam metal roof solar clamp attachment warranty manufacturer roof warranty penetrations S-5Google ↗
OBSERVED
metal roofing manufacturer warranty solar panel attachments standing seam clamps warranty exclusionsGoogle ↗
OBSERVED
standing seam metal roof solar installation new construction warranty coordination manufacturer guidanceGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
standing seam metal roof solar clamp attachment warranty manufacturer roof warranty penetrations S-5 Google ↗
metal roofing manufacturer warranty solar panel attachments standing seam clamps warranty exclusions Google ↗
standing seam metal roof solar installation new construction warranty coordination manufacturer guidance Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
standing seam metal roof solar clamp attachment warranty manufacturer roof warranty penetrations S-5
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
metal roofing manufacturer warranty solar panel attachments standing seam clamps warranty exclusions
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
standing seam metal roof solar installation new construction warranty coordination manufacturer guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1