Real ChatGPT answer · index seed59ukwqSiCc0completeReal estate · housing marketscommercial

I need a breakdown of average contractor remodeling cost estimates for roofing replacements in Houston because my inspector found storm damage and we need credits today.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need a breakdown of average contractor remodeling cost estimates for roofing replacements in Houston because my inspector found storm damage and we need credits today.
2 real searches · 1 real-search pass
Houston TX roof replacement cost 2026 asphalt shingle metal tile per square contractor estimate storm damageGoogle ↗
OBSERVEDConsequence
Houston roofing contractors roof replacement pricing storm damage estimate cost per square 2026Google ↗
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%Consequence50%ReasonDefinitionInstructionYes / 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
Houston TX roof replacement cost 2026 asphalt shingle metal tile per square contractor estimate storm damage Google ↗
Houston roofing contractors roof replacement pricing storm damage estimate cost per square 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Houston TX roof replacement cost 2026 asphalt shingle metal tile per square contractor estimate storm damage
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Houston roofing contractors roof replacement pricing storm damage estimate cost per square 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1