Real ChatGPT answer · index seedjmb0y2uzwWccompleteHome services and improvement · roofinginformational

How much money do homeowners actually save on their monthly cooling costs after switching to a certified cool roof coating?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much money do homeowners actually save on their monthly cooling costs after switching to a certified cool roof coating?
2 real searches · 1 real-search pass
certified cool roof coating homeowner cooling energy savings percentage monthly costs DOE cool roofs residentialGoogle ↗
OBSERVED
ENERGY STAR cool roof savings residential cooling costs coating Cool Roof Rating CouncilGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
certified cool roof coating homeowner cooling energy savings percentage monthly costs DOE cool roofs residential Google ↗
ENERGY STAR cool roof savings residential cooling costs coating Cool Roof Rating Council Google ↗
  1. For Home and Building Owners · coolroofs.org
  2. Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
  3. Cool Roofs · energystar.gov
  4. Cool Roof and Wall FAQs · coolroofs.org
  5. Cool Roofs: Taking Action · coolcalifornia.arb.ca.gov
  6. Cool Roof Rating Council · coolroofs.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
certified cool roof coating homeowner cooling energy savings percentage monthly costs DOE cool roofs residential
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ENERGY STAR cool roof savings residential cooling costs coating Cool Roof Rating Council
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1