Real ChatGPT answer · index seed9ngJ4FYqjiocompleteBeauty and personal care · anti-agingcomparison

What is the best treatment for fading stubborn dark sun spots on cheeks between laser therapy and prescription fading creams

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 best treatment for fading stubborn dark sun spots on cheeks between laser therapy and prescription fading creams
2 real searches · 1 real-search pass
American Academy of Dermatology age spots treatment laser hydroquinone melasma laser risk pigmentationGoogle ↗
OBSERVEDConsequence
DermNet solar lentigo treatment laser hydroquinone melasma laser post inflammatory hyperpigmentationGoogle ↗
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 (2)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / 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
American Academy of Dermatology age spots treatment laser hydroquinone melasma laser risk pigmentation Google ↗
DermNet solar lentigo treatment laser hydroquinone melasma laser post inflammatory hyperpigmentation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology age spots treatment laser hydroquinone melasma laser risk pigmentation
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
DermNet solar lentigo treatment laser hydroquinone melasma laser post inflammatory hyperpigmentation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1