What factors influence roof replacement cost estimates the most for multi-story apartment buildings in the Austin metropolitan area?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What factors influence roof replacement cost estimates the most for multi-story apartment buildings in the Austin metropolitan area?
2 real searches · 1 real-search pass
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). 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
Austin Texas commercial multifamily roof replacement cost factors TPO roofing building code wind hail climate permits Google ↗
Austin Texas adopted building codes commercial roofing energy code roof replacement permits multifamily Google ↗
- Roof Replacement · austintxcommercialroofing.com
- Austin Roof Estimate · austintxcommercialroofing.com
- Austin Multi-Family Complex Roofing · austintxcommercialroofing.com
- Building Technical Codes | Austin Development Services · austintexas.gov
- Commercial Plan Review | Austin Development Services · austintexas.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Austin Texas commercial multifamily roof replacement cost factors TPO roofing building code wind hail climate permits OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Austin Texas adopted building codes commercial roofing energy code roof replacement permits multifamily OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |