Real ChatGPT answer · index seed61RPHFxlIxEcompleteBeauty and personal care · skincarecomparison

What is better for treating milia under eyes on thin mature skin, professional extraction or using a gentle chemical exfoliant like Murad Targeted Wrinkle Corrector?

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 better for treating milia under eyes on thin mature skin, professional extraction or using a gentle chemical exfoliant like Murad Targeted Wrinkle Corrector?
2 real searches · 1 real-search pass
milia treatment dermatologist extraction retinoids under eye delicate skin American Academy DermatologyGoogle ↗
OBSERVEDComparison
Murad Targeted Wrinkle Corrector ingredients directions eye area officialGoogle ↗
OBSERVEDInstruction

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%ConsequenceReasonDefinitionInstruction50%Yes / 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
milia treatment dermatologist extraction retinoids under eye delicate skin American Academy Dermatology Google ↗
Murad Targeted Wrinkle Corrector ingredients directions eye area official Google ↗
  1. Targeted Wrinkle Corrector - Murad · sephora.com
  2. Targeted Wrinkle Corrector - Murad · sephora.com
  3. What Are Milia? · aao.org
  4. Milium, milia · dermnetnz.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
milia treatment dermatologist extraction retinoids under eye delicate skin American Academy Dermatology
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Murad Targeted Wrinkle Corrector ingredients directions eye area official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1