Real ChatGPT answer · index seedvbGZIHUpyoMcompleteHome services and improvement · roofinglocal

Compare the manufacturer warranty coverage for workmanship defects between certified master elite installers versus standard independent roofing contractors in Glendale.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the manufacturer warranty coverage for workmanship defects between certified master elite installers versus standard independent roofing contractors in Glendale.
2 real searches · 1 real-search pass
GAF Master Elite Golden Pledge warranty workmanship coverage 25 years Silver Pledge 10 years officialGoogle ↗
OBSERVEDOther / navigational
GAF roofing warranty independent contractor workmanship warranty manufacturer coverage 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 / navigational50%ComparisonConsequenceReason50%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
GAF Master Elite Golden Pledge warranty workmanship coverage 25 years Silver Pledge 10 years official Google ↗
GAF roofing warranty independent contractor workmanship warranty manufacturer coverage official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GAF Master Elite Golden Pledge warranty workmanship coverage 25 years Silver Pledge 10 years official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GAF roofing warranty independent contractor workmanship warranty manufacturer coverage official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1