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What are the current steps to check commercial zoning ordinances for a mixed-use parcel in downtown Austin before submitting a variance request?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current steps to check commercial zoning ordinances for a mixed-use parcel in downtown Austin before submitting a variance request?
3 real searches · 1 real-search pass
City of Austin Texas current zoning verification property zoning map land development code downtown mixed use variance Board of Adjustment 2026Google ↗
OBSERVEDReason
Austin Texas Land Development Code Board of Adjustment variance criteria application process 2026 officialGoogle ↗
OBSERVEDDefinition
Austin Texas downtown zoning overlays combining districts historic Capitol view corridor downtown density bonus official 2026Google ↗
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 (3)
Short factOther / navigationalComparisonConsequenceReason67%Definition33%InstructionYes / 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
City of Austin Texas current zoning verification property zoning map land development code downtown mixed use variance Board of Adjustment 2026 Google ↗
Austin Texas Land Development Code Board of Adjustment variance criteria application process 2026 official Google ↗
Austin Texas downtown zoning overlays combining districts historic Capitol view corridor downtown density bonus official 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
City of Austin Texas current zoning verification property zoning map land development code downtown mixed use variance Board of Adjustment 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Austin Texas Land Development Code Board of Adjustment variance criteria application process 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
Austin Texas downtown zoning overlays combining districts historic Capitol view corridor downtown density bonus official 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1