Real ChatGPT answer · index seedQXlp7HaSZ6UcompleteReal estate · new constructioninformational

How do I check if my builder is using high quality architectural asphalt shingles on my new roof?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do I check if my builder is using high quality architectural asphalt shingles on my new roof?
2 real searches · 1 real-search pass
architectural asphalt shingles how to compare specifications ASTM D7158 wind rating UL 2218 impact warranty installation manufacturer officialGoogle ↗
OBSERVEDComparison
GAF Timberline HDZ Owens Corning Duration CertainTeed Landmark PRO Malarkey Vista product data sheet wind warranty officialGoogle ↗
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 / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
architectural asphalt shingles how to compare specifications ASTM D7158 wind rating UL 2218 impact warranty installation manufacturer official Google ↗
GAF Timberline HDZ Owens Corning Duration CertainTeed Landmark PRO Malarkey Vista product data sheet wind warranty official Google ↗
  1. GAF · gaf.com
  2. Owens Corning · owenscorning.com
  3. CertainTeed · certainteed.com
  4. Malarkey Roofing Products · malarkeyroofing.com
  5. Asphalt Shingle Roofs · basc.pnnl.gov
  6. Asphalt Roofing Manufacturers Association · asphaltroofing.org
  7. Roof Warranty Comparison Guide for GAF Shingles · gaf.com
  8. GAF Warranty and Guarantee Resources · gaf.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
architectural asphalt shingles how to compare specifications ASTM D7158 wind rating UL 2218 impact warranty installation manufacturer official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
GAF Timberline HDZ Owens Corning Duration CertainTeed Landmark PRO Malarkey Vista product data sheet wind warranty official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1