Real ChatGPT answer · index seedhup0xyzT81AcompleteSports and outdoors · home gym equipmentcomparison
Is it better to install overhead fluorescent tube retrofits or modern linkable LED shop lights to eliminate shadows across my basement home gym equipment?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to install overhead fluorescent tube retrofits or modern linkable LED shop lights to eliminate shadows across my basement home gym equipment?
1 real search · 1 real-search pass
LED shop lights vs LED tube retrofit lighting distribution glare flicker CRI basement gymGoogle ↗
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)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
LED shop lights vs LED tube retrofit lighting distribution glare flicker CRI basement gym Google ↗
- How to Choose the Best Lighting for Your Garage Workshop · homedepot.com
- Retrofit or Replace? Tubular LEDs · ecmag.com
- Upgrading Linear Fluorescent Fixtures to LED in Schools · energy.gov
- View product · homedepot.com
- View product · walmart.com
- LED Retrofit Kits, TLEDs, and Lighting Controls: An Application Guide · betterbuildingssolutioncenter.energy.gov