Real ChatGPT answer · index seedx1tMSug9oQIcompleteHome services and improvement · contractors and remodelingcommercial
Which municipalities in the greater Austin area require structural engineering stamps for removing a load-bearing wall during a home remodel?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which municipalities in the greater Austin area require structural engineering stamps for removing a load-bearing wall during a home remodel?
11 real searches · 1 real-search pass
Greater Austin Texas municipalities residential remodel load bearing wall structural engineer stamp permit requirements Austin Round Rock Cedar Park Pflugerville Georgetown Leander Lakeway Bee Cave Buda Kyle officialGoogle ↗
OBSERVEDInstruction
site:austintexas.gov residential remodel structural engineer sealed plans load bearing wall permitGoogle ↗
OBSERVEDInstruction
site:roundrocktexas.gov residential remodel structural plans engineer seal load bearing wall permitGoogle ↗
OBSERVEDInstruction
site:cedarparktexas.gov residential remodel structural engineer sealed plans permitGoogle ↗
OBSERVEDOther / navigational
site:pflugervilletx.gov residential remodel structural engineer sealed plans permitGoogle ↗
OBSERVEDOther / navigational
site:georgetown.org residential remodel structural engineer sealed plans permitGoogle ↗
OBSERVEDOther / navigational
site:leandertx.gov residential remodel structural engineer sealed plans permitGoogle ↗
OBSERVEDOther / navigational
site:lakeway-tx.gov residential remodel structural engineer sealed plans permitGoogle ↗
OBSERVEDOther / navigational
site:cityofbeecave.com residential remodel structural engineer sealed plans permitGoogle ↗
OBSERVEDOther / navigational
site:budatx.gov residential remodel structural engineer sealed plans permitGoogle ↗
OBSERVEDOther / navigational
site:cityofkyle.com residential remodel structural engineer sealed plans permitGoogle ↗
OBSERVEDOther / navigational
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 (11)
Classes come from the query-classifier (a local Laya model). 11 of 11 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT11 real searches · gpt-6
Greater Austin Texas municipalities residential remodel load bearing wall structural engineer stamp permit requirements Austin Round Rock Cedar Park Pflugerville Georgetown Leander Lakeway Bee Cave Buda Kyle official Google ↗
site:austintexas.gov residential remodel structural engineer sealed plans load bearing wall permit Google ↗
site:roundrocktexas.gov residential remodel structural plans engineer seal load bearing wall permit Google ↗
site:cedarparktexas.gov residential remodel structural engineer sealed plans permit Google ↗
site:pflugervilletx.gov residential remodel structural engineer sealed plans permit Google ↗
site:georgetown.org residential remodel structural engineer sealed plans permit Google ↗
site:leandertx.gov residential remodel structural engineer sealed plans permit Google ↗
site:lakeway-tx.gov residential remodel structural engineer sealed plans permit Google ↗
site:cityofbeecave.com residential remodel structural engineer sealed plans permit Google ↗
site:budatx.gov residential remodel structural engineer sealed plans permit Google ↗
site:cityofkyle.com residential remodel structural engineer sealed plans permit Google ↗
- Do I Need a Permit? · leandertx.gov
- Permits & Building Inspection · leandertx.gov
- Bee Cave, TX · beecavetexas.gov
- Building Services and Permits · cityofkyle.gov
- Building Services and Permits · cityofkyle.gov
- Permits · budatx.gov
- Building Construction, Remodel, & Additions · budatx.gov
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
11 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Greater Austin Texas municipalities residential remodel load bearing wall structural engineer stamp permit requirements Austin Round Rock Cedar Park Pflugerville Georgetown Leander Lakeway Bee Cave Buda Kyle official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
site:austintexas.gov residential remodel structural engineer sealed plans load bearing wall permit OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
site:roundrocktexas.gov residential remodel structural plans engineer seal load bearing wall permit OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
site:cedarparktexas.gov residential remodel structural engineer sealed plans permit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:pflugervilletx.gov residential remodel structural engineer sealed plans permit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:georgetown.org residential remodel structural engineer sealed plans permit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:leandertx.gov residential remodel structural engineer sealed plans permit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:lakeway-tx.gov residential remodel structural engineer sealed plans permit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:cityofbeecave.com residential remodel structural engineer sealed plans permit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:budatx.gov residential remodel structural engineer sealed plans permit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:cityofkyle.com residential remodel structural engineer sealed plans permit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |