Real ChatGPT answer · index seedehIyD6deCMUcompleteReal estate · new constructioncommercial

What are the structural engineering criteria for permitting a massive poured concrete retaining wall in a hillside subdivision with expansive clay soils

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the structural engineering criteria for permitting a massive poured concrete retaining wall in a hillside subdivision with expansive clay soils
2 real searches · 1 real-search pass
California Building Code 2025 retaining walls geotechnical expansive soils hillside retaining wall requirements CBC chapters 16 18Google ↗
OBSERVEDInstruction
California local agency retaining wall permit geotechnical report expansive soil hillside global stability requirementsGoogle ↗
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). 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
California Building Code 2025 retaining walls geotechnical expansive soils hillside retaining wall requirements CBC chapters 16 18 Google ↗
California local agency retaining wall permit geotechnical report expansive soil hillside global stability requirements Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California Building Code 2025 retaining walls geotechnical expansive soils hillside retaining wall requirements CBC chapters 16 18
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
California local agency retaining wall permit geotechnical report expansive soil hillside global stability requirements
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1