Real ChatGPT answer · index seedRJFnS4Ez0NUcompleteReal estate · new constructionlocal

Which exterior siding materials offer the best energy efficiency and storm durability for new construction homes in Northeast Florida?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which exterior siding materials offer the best energy efficiency and storm durability for new construction homes in Northeast Florida?
3 real searches · 1 real-search pass
Northeast Florida exterior siding hurricane wind resistance fiber cement stucco vinyl siding Florida Building Code coastal construction energy efficiencyGoogle ↗
OBSERVEDReason
Florida Building Code 8th edition 2023 windborne debris siding cladding requirements Northeast Florida wind speed exposureGoogle ↗
OBSERVEDInstruction
DOE exterior walls siding continuous insulation thermal bridging energy efficiency hot humid climate FloridaGoogle ↗
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 / navigationalComparison33%ConsequenceReason33%DefinitionInstruction33%Yes / 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
Northeast Florida exterior siding hurricane wind resistance fiber cement stucco vinyl siding Florida Building Code coastal construction energy efficiency Google ↗
Florida Building Code 8th edition 2023 windborne debris siding cladding requirements Northeast Florida wind speed exposure Google ↗
DOE exterior walls siding continuous insulation thermal bridging energy efficiency hot humid climate Florida Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Northeast Florida exterior siding hurricane wind resistance fiber cement stucco vinyl siding Florida Building Code coastal construction energy efficiency
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Florida Building Code 8th edition 2023 windborne debris siding cladding requirements Northeast Florida wind speed exposure
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
DOE exterior walls siding continuous insulation thermal bridging energy efficiency hot humid climate Florida
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1