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VELUX fixed skylight replacement versus tubular daylighting devices for commercial workshops needing better daylight

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

The searches the AI actually ran for this prompt.

SEED QUERY
VELUX fixed skylight replacement versus tubular daylighting devices for commercial workshops needing better daylight
1 real search · 1 real-search pass
VELUX fixed skylight commercial specifications U-factor SHGC daylight tubular daylighting devices commercial comparison workshopGoogle ↗
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 fixed skylight commercial specifications U-factor SHGC daylight tubular daylighting devices commercial comparison workshop Google ↗
  1. Tubular Daylighting Device · commercial.veluxusa.com
  2. Commercial Sun Tunnels · commercial.veluxusa.com
  3. Unit Skylights | VELUX Commercial · commercial.veluxusa.com
  4. Commercial Dome Unit Skylight · veluxsolutions.com
  5. VELUX Commercial product range · commercial.veluxusa.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
VELUX fixed skylight commercial specifications U-factor SHGC daylight tubular daylighting devices commercial comparison workshop
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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