Real ChatGPT answer · index seedsTgkZxWmlCMcompleteBeauty and personal care · cosmeticsinformational

What is the difference between alpha-hydroxy acids and beta-hydroxy acids when you have thin, mature skin that bruises easily?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference between alpha-hydroxy acids and beta-hydroxy acids when you have thin, mature skin that bruises easily?
2 real searches · 1 real-search pass
American Academy of Dermatology alpha hydroxy acids sensitive skin sunscreen exfoliation mature skin salicylic acidGoogle ↗
OBSERVEDReason
DermNet senile purpura thin skin bruising skin fragility topical retinoids corticosteroidsGoogle ↗
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 / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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 alpha hydroxy acids sensitive skin sunscreen exfoliation mature skin salicylic acid Google ↗
DermNet senile purpura thin skin bruising skin fragility topical retinoids corticosteroids Google ↗
  1. How to safely exfoliate at home · aad.org
  2. Alpha Hydroxy Acids · fda.gov
  3. Senile Purpura - Hematology · merckmanuals.com
  4. Senile purpura · dermnetnz.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology alpha hydroxy acids sensitive skin sunscreen exfoliation mature skin salicylic acid
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
DermNet senile purpura thin skin bruising skin fragility topical retinoids corticosteroids
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1