Real ChatGPT answer · index seedKXXvqMxdZ5UcompleteHome services and improvement · roofingcomparison
VELUX roof window replacement versus standard commercial skylights for office ventilation requirements
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
VELUX roof window replacement versus standard commercial skylights for office ventilation requirements
3 real searches · 1 real-search pass
California building code 2025 natural ventilation office windows opening area mechanical ventilation skylights requirementsGoogle ↗
OBSERVEDReason
VELUX commercial roof windows natural ventilation product specifications opening area officeGoogle ↗
OBSERVEDOther / navigational
commercial skylight fixed vs operable skylight ventilation smoke control building codeGoogle ↗
OBSERVEDComparison
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)
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
California building code 2025 natural ventilation office windows opening area mechanical ventilation skylights requirements Google ↗
VELUX commercial roof windows natural ventilation product specifications opening area office Google ↗
commercial skylight fixed vs operable skylight ventilation smoke control building code Google ↗
- CHAPTER 12 INTERIOR ENVIRONMENT - 2025 CALIFORNIA BUILDING CODE VOLUMES 1 AND 2, TITLE 24, PART 2 · codes.iccsafe.org
- 2025 Building Energy Efficiency Standards · energy.ca.gov
- 2025 Building Energy Efficiency Standards · energy.ca.gov
- VELUX Modular Skylights · veluxusa.com
- Explore our product range for commercial buildings · commercial.veluxusa.com
- Smoke Vents · commercial.veluxusa.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California building code 2025 natural ventilation office windows opening area mechanical ventilation skylights requirements OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
VELUX commercial roof windows natural ventilation product specifications opening area office OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
commercial skylight fixed vs operable skylight ventilation smoke control building code OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |