Real ChatGPT answer · index seedBajVja5nOJEcompleteHome services and improvement · roofingcomparison

Is the CertainTeed Landmark solar reflective shingle series actually better at qualifying for local utility rebates than painting a standard roof with a cool coating

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is the CertainTeed Landmark solar reflective shingle series actually better at qualifying for local utility rebates than painting a standard roof with a cool coating
3 real searches · 1 real-search pass
Richmond Virginia utility rebates cool roof reflective roofing shingles coating solar reflectance 2026 Dominion EnergyGoogle ↗
OBSERVEDReason
CertainTeed Landmark Solaris solar reflective shingles CRRC rated solar reflectance product dataGoogle ↗
OBSERVEDComparison
Virginia local utility cool roof rebate reflective roof coating eligibility CRRCGoogle ↗
OBSERVEDYes / no

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%ConsequenceReason33%DefinitionInstructionYes / no33%

Classes come from the query-classifier (a local Laya model). 3 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
Richmond Virginia utility rebates cool roof reflective roofing shingles coating solar reflectance 2026 Dominion Energy Google ↗
CertainTeed Landmark Solaris solar reflective shingles CRRC rated solar reflectance product data Google ↗
Virginia local utility cool roof rebate reflective roof coating eligibility CRRC Google ↗
  1. Landmark® Solaris® · certainteed.com
  2. Landmark Solaris® Shingles · buildsite.com
  3. Landmark Solaris · totalcladdingandroofing.com
  4. Virginia Weatherization Field Guide · dhcd.virginia.gov
  5. Financial Incentives · coolroofs.org
  6. energy.virginia.gov · energy.virginia.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Richmond Virginia utility rebates cool roof reflective roofing shingles coating solar reflectance 2026 Dominion Energy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
CertainTeed Landmark Solaris solar reflective shingles CRRC rated solar reflectance product data
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Virginia local utility cool roof rebate reflective roof coating eligibility CRRC
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1