Real ChatGPT answer · index seed2gIoruzxqKocompleteBeauty and personal care · anti-agingcomparison

Can you break down the average cost per session for laser skin resurfacing in my area and see if at home LED masks are a decent alternative?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you break down the average cost per session for laser skin resurfacing in my area and see if at home LED masks are a decent alternative?
2 real searches · 1 real-search pass
Kansas City MO laser skin resurfacing cost per session CO2 fractional erbium pricing 2026Google ↗
OBSERVEDComparison
at home LED face mask evidence acne wrinkles red light photobiomodulation dermatology safety FDA cleared 2026Google ↗
OBSERVEDOther / navigational

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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Kansas City MO laser skin resurfacing cost per session CO2 fractional erbium pricing 2026 Google ↗
at home LED face mask evidence acne wrinkles red light photobiomodulation dermatology safety FDA cleared 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kansas City MO laser skin resurfacing cost per session CO2 fractional erbium pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
at home LED face mask evidence acne wrinkles red light photobiomodulation dermatology safety FDA cleared 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1