Real ChatGPT answer · index seedG9J0b7Kmjl4completeBeauty and personal care · skincarecomparison

What is the most effective topical treatment for fading post acne hyperpigmentation on older skin when comparing Hydroquinone over the counter alternatives like Alpha Arbutin or Tranexamic Acid?

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 most effective topical treatment for fading post acne hyperpigmentation on older skin when comparing Hydroquinone over the counter alternatives like Alpha Arbutin or Tranexamic Acid?
2 real searches · 1 real-search pass
topical treatment postinflammatory hyperpigmentation hydroquinone tranexamic acid alpha arbutin evidence dermatology review older skinGoogle ↗
OBSERVEDReason
American Academy Dermatology post-inflammatory hyperpigmentation hydroquinone sunscreen retinoid treatmentGoogle ↗
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
topical treatment postinflammatory hyperpigmentation hydroquinone tranexamic acid alpha arbutin evidence dermatology review older skin Google ↗
American Academy Dermatology post-inflammatory hyperpigmentation hydroquinone sunscreen retinoid treatment Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
topical treatment postinflammatory hyperpigmentation hydroquinone tranexamic acid alpha arbutin evidence dermatology review older skin
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
American Academy Dermatology post-inflammatory hyperpigmentation hydroquinone sunscreen retinoid treatment
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1