Real ChatGPT answer · index seednYejhfkIqQEcompleteBeauty and personal care · anti-aginginformational

What technical specifications matter most when comparing budget friendly LED light therapy panels to premium salon grade omnilux masks for anti aging benefits?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What technical specifications matter most when comparing budget friendly LED light therapy panels to premium salon grade omnilux masks for anti aging benefits?
1 real search · 1 real-search pass
Omnilux Contour Face technical specifications wavelengths irradiance treatment time clinical evidence red light therapy panel irradiance dose anti agingGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Omnilux Contour Face technical specifications wavelengths irradiance treatment time clinical evidence red light therapy panel irradiance dose anti aging Google ↗
  1. Contour Face · omniluxled.com
  2. Omnilux Contour Face · omniluxled.com
  3. Omnilux Contour Face · omniluxled.com
  4. Help Center Products · wholesale.omniluxled.com
  5. View product · nordstrom.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Omnilux Contour Face technical specifications wavelengths irradiance treatment time clinical evidence red light therapy panel irradiance dose anti aging
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1