Real ChatGPT answer · index seedgaoXlfjAEdwcompleteReal estate · property managementinformational

How do current supply chain issues affect average roof replacement cost estimates for residential duplexes in suburban Texas?

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 current supply chain issues affect average roof replacement cost estimates for residential duplexes in suburban Texas?
2 real searches · 1 real-search pass
2026 roofing material prices supply chain asphalt shingles labor costs Texas roof replacement October 2026Google ↗
OBSERVEDComparison
Texas residential roof replacement cost per square 2026 Dallas Fort Worth shingles roofing estimatesGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
2026 roofing material prices supply chain asphalt shingles labor costs Texas roof replacement October 2026 Google ↗
Texas residential roof replacement cost per square 2026 Dallas Fort Worth shingles roofing estimates Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 roofing material prices supply chain asphalt shingles labor costs Texas roof replacement October 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Texas residential roof replacement cost per square 2026 Dallas Fort Worth shingles roofing estimates
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1