Real ChatGPT answer · index seedcTunAMpDFJscompleteHome services and improvement · roofinginformational

How does the solar reflectance index of cool roof asphalt shingles compare to standard dark colored metal roofing systems in high heat regions?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the solar reflectance index of cool roof asphalt shingles compare to standard dark colored metal roofing systems in high heat regions?
3 real searches · 1 real-search pass
solar reflectance index cool asphalt shingles dark metal roofing CRRC SRI comparisonGoogle ↗
OBSERVEDComparison
CRRC rated asphalt shingles solar reflectance thermal emittance SRI metal roofing dark colorsGoogle ↗
OBSERVEDComparison
DOE cool roofs solar reflectance thermal emittance SRI calculation standardGoogle ↗
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 / navigationalComparison67%ConsequenceReason33%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
solar reflectance index cool asphalt shingles dark metal roofing CRRC SRI comparison Google ↗
CRRC rated asphalt shingles solar reflectance thermal emittance SRI metal roofing dark colors Google ↗
DOE cool roofs solar reflectance thermal emittance SRI calculation standard Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
solar reflectance index cool asphalt shingles dark metal roofing CRRC SRI comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
CRRC rated asphalt shingles solar reflectance thermal emittance SRI metal roofing dark colors
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
DOE cool roofs solar reflectance thermal emittance SRI calculation standard
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1