Real ChatGPT answer · index seedQExyo36yYfYcompleteReal estate · commercial real estatebrand

How much does a commercial roof replacement typically cost per square foot for a mid-century strip mall in Florida?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does a commercial roof replacement typically cost per square foot for a mid-century strip mall in Florida?
3 real searches · 1 real-search pass
Florida commercial flat roof replacement cost per square foot 2026 TPO EPDM modified bitumen tear offGoogle ↗
OBSERVEDReason
commercial roofing replacement cost per square foot Florida low slope roof 2025 2026Google ↗
OBSERVEDComparison
Florida commercial flat roof replacement cost per square foot 2025 2026 TPO tear off commercial roofing costGoogle ↗
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 (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Florida commercial flat roof replacement cost per square foot 2026 TPO EPDM modified bitumen tear off Google ↗
commercial roofing replacement cost per square foot Florida low slope roof 2025 2026 Google ↗
Florida commercial flat roof replacement cost per square foot 2025 2026 TPO tear off commercial roofing cost Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Florida commercial flat roof replacement cost per square foot 2026 TPO EPDM modified bitumen tear off
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
commercial roofing replacement cost per square foot Florida low slope roof 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Florida commercial flat roof replacement cost per square foot 2025 2026 TPO tear off commercial roofing cost
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1