Real ChatGPT answer · index seedHVxKn0robsYcompleteBeauty and personal care · skincarecomparison

Compare Topicals Faded serum with Hero Cosmetics Lightning Wand for fading lingering red marks left behind by cystic acne lesions.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Topicals Faded serum with Hero Cosmetics Lightning Wand for fading lingering red marks left behind by cystic acne lesions.
1 real search · 1 real-search pass
Topicals Faded serum ingredients tranexamic acid azelaic acid niacinamide official; Hero Cosmetics Lightning Wand ingredients official; post acne red marks post inflammatory erythema treatment evidenceGoogle ↗
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). 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
Topicals Faded serum ingredients tranexamic acid azelaic acid niacinamide official; Hero Cosmetics Lightning Wand ingredients official; post acne red marks post inflammatory erythema treatment evidence Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Topicals Faded serum ingredients tranexamic acid azelaic acid niacinamide official; Hero Cosmetics Lightning Wand ingredients official; post acne red marks post inflammatory erythema treatment evidence
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1