Real ChatGPT answer · index seed6AQm2oSJFUQcompleteHome services and improvement · contractors and remodelingcomparison
Looking at recent deck building permits data, what causes the most frequent inspection failures for cantilevered second-story decks?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking at recent deck building permits data, what causes the most frequent inspection failures for cantilevered second-story decks?
2 real searches · 1 real-search pass
Los Angeles recent deck building permit inspection failure data cantilevered second story decks common correction items 2025 2026Google ↗
OBSERVEDConsequence
deck inspection failures cantilevered second-story decks common code violations ledger flashing joist hanger guardrail footing permit inspection data Los AngelesGoogle ↗
OBSERVEDReason
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)
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
Los Angeles recent deck building permit inspection failure data cantilevered second story decks common correction items 2025 2026 Google ↗
deck inspection failures cantilevered second-story decks common code violations ledger flashing joist hanger guardrail footing permit inspection data Los Angeles Google ↗
- Building and Safety Inspections · data.lacity.org
- LA Inspection Intelligence Dashboard · constructionintel.ai
- LA Inspection Intelligence Dashboard · constructionintel.ai
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Los Angeles recent deck building permit inspection failure data cantilevered second story decks common correction items 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
deck inspection failures cantilevered second-story decks common code violations ledger flashing joist hanger guardrail footing permit inspection data Los Angeles OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |