Real ChatGPT answer · index seedcy3Zu5y5ptscompleteBeauty and personal care · cosmeticshowto

between chemical peels and microdermabrasion which treatment gives faster results for rough texture and dark spots on a tight budget

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
between chemical peels and microdermabrasion which treatment gives faster results for rough texture and dark spots on a tight budget
1 real search · 1 real-search pass
American Academy of Dermatology chemical peels microdermabrasion dark spots skin texture risks resultsGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
American Academy of Dermatology chemical peels microdermabrasion dark spots skin texture risks results Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology chemical peels microdermabrasion dark spots skin texture risks results
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1