Real ChatGPT answer · index seedQEyBQzwTNSocompleteBeauty and personal care · salons and spascomparison

Is a luxury spa facial at The Ritz-Carlton actually better for acne-prone skin than getting a chemical peel at my local dermatologist office?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is a luxury spa facial at The Ritz-Carlton actually better for acne-prone skin than getting a chemical peel at my local dermatologist office?
2 real searches · 1 real-search pass
American Academy of Dermatology chemical peels acne dermatologist acne-prone skin evidence salicylic acid peelGoogle ↗
OBSERVEDConsequence
AAD acne skin care facials comedone extraction irritation fragrance noncomedogenicGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / 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
American Academy of Dermatology chemical peels acne dermatologist acne-prone skin evidence salicylic acid peel Google ↗
AAD acne skin care facials comedone extraction irritation fragrance noncomedogenic Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology chemical peels acne dermatologist acne-prone skin evidence salicylic acid peel
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
AAD acne skin care facials comedone extraction irritation fragrance noncomedogenic
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1