Real ChatGPT answer · index seedIuaZJK0A1tIcompleteBeauty and personal care · skincarecomparison

Is the Ordinary retinol in squalane just as effective as expensive designer retinol serums sold at Sephora for smoothing forehead texture

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 Ordinary retinol in squalane just as effective as expensive designer retinol serums sold at Sephora for smoothing forehead texture
1 real search · 1 real-search pass
The Ordinary Retinol in Squalane clinical evidence formulation concentration stability comparison retinol serums cosmetic dermatology forehead textureGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
The Ordinary Retinol in Squalane clinical evidence formulation concentration stability comparison retinol serums cosmetic dermatology forehead texture
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1