Real ChatGPT answer · index seed3RVO3o3WNeAcompleteHome services and improvement · contractors and remodelingcomparison
How do online window replacement cost estimators handle commercial permits and scaffolding fees compared to actual contractor estimates?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do online window replacement cost estimators handle commercial permits and scaffolding fees compared to actual contractor estimates?
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
commercial window replacement cost estimator permits scaffolding excluded contractor estimate costs Google ↗
commercial building permit window replacement requirements scaffolding rental contractor estimate cost factors Google ↗
- Alterations to Existing Commercial Buildings · roanokecountyva.gov
- City of Milwaukee · city.milwaukee.gov
- Replace, Remove, or Add Windows · oaklandca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial window replacement cost estimator permits scaffolding excluded contractor estimate costs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
commercial building permit window replacement requirements scaffolding rental contractor estimate cost factors OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |