Real ChatGPT answer · index seedZEtsRjcgTt4completeBeauty and personal care · skincarecomparison

Is the cheap The Ordinary Ascorbic Acid serum actually better than the expensive SkinCeuticals for fading my post acne 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
Is the cheap The Ordinary Ascorbic Acid serum actually better than the expensive SkinCeuticals for fading my post acne dark spots on a tight budget?
1 real search · 1 real-search pass
The Ordinary Ascorbic Acid serum vs SkinCeuticals vitamin C evidence formulation post acne hyperpigmentation PIH dermatologistGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
The Ordinary Ascorbic Acid serum vs SkinCeuticals vitamin C evidence formulation post acne hyperpigmentation PIH dermatologist Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
The Ordinary Ascorbic Acid serum vs SkinCeuticals vitamin C evidence formulation post acne hyperpigmentation PIH dermatologist
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1