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Are chemical peels for sun damaged facial skin better than microdermabrasion when you are over sixty five years old.

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Are chemical peels for sun damaged facial skin better than microdermabrasion when you are over sixty five years old.
2 real searches · 1 real-search pass
chemical peels vs microdermabrasion photoaging older adults dermatology superficial peel risks age spots actinic keratosisGoogle ↗
OBSERVEDComparison
American Academy Dermatology chemical peels risks older skin sun damage actinic keratosis dermatologistGoogle ↗
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 / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
chemical peels vs microdermabrasion photoaging older adults dermatology superficial peel risks age spots actinic keratosis Google ↗
American Academy Dermatology chemical peels risks older skin sun damage actinic keratosis dermatologist Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
chemical peels vs microdermabrasion photoaging older adults dermatology superficial peel risks age spots actinic keratosis
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
American Academy Dermatology chemical peels risks older skin sun damage actinic keratosis dermatologist
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1