Real ChatGPT answer · index seedsp23ADXfavAcompleteTelecom and utilities · energy efficiencyinformational

My neighbor in our Florida retirement community keeps talking about solar shingle roofs, but are they durable enough to last through major hurricane seasons on a fixed income?

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

The searches the AI actually ran for this prompt.

SEED QUERY
My neighbor in our Florida retirement community keeps talking about solar shingle roofs, but are they durable enough to last through major hurricane seasons on a fixed income?
3 real searches · 1 real-search pass
Florida solar shingles hurricane wind rating Florida Building Code Miami-Dade approval solar roof durability 2026Google ↗
OBSERVEDComparison
Florida solar shingles cost replacement repair insurance homeowners hurricane fixed income solar roof warrantiesGoogle ↗
OBSERVEDReason
DOE solar roofing shingles durability wind testing hurricane roof integrated photovoltaicsGoogle ↗
OBSERVEDReason

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 / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Florida solar shingles hurricane wind rating Florida Building Code Miami-Dade approval solar roof durability 2026 Google ↗
Florida solar shingles cost replacement repair insurance homeowners hurricane fixed income solar roof warranties Google ↗
DOE solar roofing shingles durability wind testing hurricane roof integrated photovoltaics Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Florida solar shingles hurricane wind rating Florida Building Code Miami-Dade approval solar roof durability 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Florida solar shingles cost replacement repair insurance homeowners hurricane fixed income solar roof warranties
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
DOE solar roofing shingles durability wind testing hurricane roof integrated photovoltaics
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1