Real ChatGPT answer · index seed21QNBXJ3fTkcompleteReal estate · home inspectionscomparison

Is retrofitting guardrail post anchors better than tearing down a non-compliant deck to meet modern safety codes required by my lender's urgent underwriting condition today?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is retrofitting guardrail post anchors better than tearing down a non-compliant deck to meet modern safety codes required by my lender's urgent underwriting condition today?
2 real searches · 1 real-search pass
2021 International Residential Code deck guard loads guardrail posts attachment requirements R301.5 R312 retrofit existing deckGoogle ↗
OBSERVEDInstruction
NYC deck guardrail requirements existing deck repair permit guardrail height code Department BuildingsGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 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
2021 International Residential Code deck guard loads guardrail posts attachment requirements R301.5 R312 retrofit existing deck Google ↗
NYC deck guardrail requirements existing deck repair permit guardrail height code Department Buildings Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2021 International Residential Code deck guard loads guardrail posts attachment requirements R301.5 R312 retrofit existing deck
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
NYC deck guardrail requirements existing deck repair permit guardrail height code Department Buildings
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1