Real ChatGPT answer · index seedtq4kzRVfw6ccompleteHome services and improvement · roofingcomparison

Velux commercial skylight replacement versus solar tube installations for improving natural light in our main office space

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Velux commercial skylight replacement versus solar tube installations for improving natural light in our main office space
1 real search · 1 real-search pass
VELUX commercial skylight replacement daylighting product specifications commercial office solar tubes tubular daylighting devices comparisonGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
VELUX commercial skylight replacement daylighting product specifications commercial office solar tubes tubular daylighting devices comparison Google ↗
  1. Commercial Replacement Skylights · commercial.veluxusa.com
  2. Explore our product range for commercial buildings · commercial.veluxusa.com
  3. Tubular Daylighting Device · commercial.veluxusa.com
  4. Commercial Sun Tunnels · commercial.veluxusa.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
VELUX commercial skylight replacement daylighting product specifications commercial office solar tubes tubular daylighting devices comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1