Real ChatGPT answer · index seedqURq2EOUyTYcompleteReal estate · new constructioninformational

Is it worth upgrading to a cool roof certified metal roofing material to meet the latest stricter local energy efficiency building codes in Southern California?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it worth upgrading to a cool roof certified metal roofing material to meet the latest stricter local energy efficiency building codes in Southern California?
2 real searches · 1 real-search pass
2025 California Title 24 Part 6 energy code cool roof requirements residential nonresidential effective January 1 2026 CRRC Southern CaliforniaGoogle ↗
OBSERVEDInstruction
California 2025 Building Energy Efficiency Standards cool roofs metal roofing CRRC aged solar reflectance thermal emittanceGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2025 California Title 24 Part 6 energy code cool roof requirements residential nonresidential effective January 1 2026 CRRC Southern California Google ↗
California 2025 Building Energy Efficiency Standards cool roofs metal roofing CRRC aged solar reflectance thermal emittance Google ↗
  1. 2025 Building Energy Efficiency Standards · energy.ca.gov
  2. California · energycodes.gov
  3. 2025 Nonresidential Cool Roofs · energy.ca.gov
  4. 2025 Building Energy Efficiency Standards · energy.ca.gov
  5. CA Title 24 · coolroofs.org
  6. Cool Roofs: Codes and Standards · coolcalifornia.arb.ca.gov
  7. CRRC Rated Roof Products Directory · coolroofs.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 California Title 24 Part 6 energy code cool roof requirements residential nonresidential effective January 1 2026 CRRC Southern California
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
California 2025 Building Energy Efficiency Standards cool roofs metal roofing CRRC aged solar reflectance thermal emittance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1