Real ChatGPT answer · index seedLDxyxBGS9oQcompleteHome services and improvement · roofinglocal

What is the average price range for metal roof installation in Converse Texas including labor and permits

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average price range for metal roof installation in Converse Texas including labor and permits
2 real searches · 1 real-search pass
2026 Converse Texas San Antonio metal roofing installation cost permits residential roof permit Converse TXGoogle ↗
OBSERVEDReason
2026 metal roof installation cost per square foot Texas labor materials standing seam corrugatedGoogle ↗
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 / 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
2026 Converse Texas San Antonio metal roofing installation cost permits residential roof permit Converse TX Google ↗
2026 metal roof installation cost per square foot Texas labor materials standing seam corrugated Google ↗
  1. Metal Roof Cost in Texas (2026 Installed Prices) · arproofing.com
  2. Metal Roof Cost in Texas (2026 Prices) · peoplesconstruction.info
  3. PERMIT FEES · conversetx.net
  4. Converse Building Permit Guide · alliancepermitting.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Converse Texas San Antonio metal roofing installation cost permits residential roof permit Converse TX
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 metal roof installation cost per square foot Texas labor materials standing seam corrugated
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1