Real ChatGPT answer · index seedB4PIm6frR1wcompleteReal estate · new constructionbrand

How do the warranties on standing seam metal roofing from regional suppliers compare to the standard architectural asphalt shingles included by Tri Pointe Homes?

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 the warranties on standing seam metal roofing from regional suppliers compare to the standard architectural asphalt shingles included by Tri Pointe Homes?
2 real searches · 1 real-search pass
Tri Pointe Homes standard architectural shingles roofing warranty manufacturer warranty home warranty North CarolinaGoogle ↗
OBSERVEDReason
standing seam metal roofing North Carolina regional suppliers warranty paint finish substrate workmanship warranty 30 40 50 yearGoogle ↗
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 / navigationalComparisonConsequenceReason100%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
Tri Pointe Homes standard architectural shingles roofing warranty manufacturer warranty home warranty North Carolina Google ↗
standing seam metal roofing North Carolina regional suppliers warranty paint finish substrate workmanship warranty 30 40 50 year Google ↗
  1. New Home Limited Protection Program · tripointehomes.com
  2. Discover New Homes by Tri Pointe Homes · tripointehomes.com
  3. Read warranty details · northcarolinasbestroof.com
  4. Read standing seam warranty information · aarcroofs.com
  5. Read metal roofing details · dynamicroofingnc.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Tri Pointe Homes standard architectural shingles roofing warranty manufacturer warranty home warranty North Carolina
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
standing seam metal roofing North Carolina regional suppliers warranty paint finish substrate workmanship warranty 30 40 50 year
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1