Real ChatGPT answer · index seedL783pEAVEvccompleteBeauty and personal care · skincarecommercial

What is the consensus among cosmetic chemists regarding the percentage of retinol in The Inkey List formula for daily anti-aging benefits

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 consensus among cosmetic chemists regarding the percentage of retinol in The Inkey List formula for daily anti-aging benefits
2 real searches · 1 real-search pass
The INKEY List Retinol Serum percentage retinol 1% RetiStar cosmetic chemist formulation evidence daily anti-agingGoogle ↗
OBSERVEDOther / navigational
retinol concentration effective anti-aging 0.1% 0.3% 1% dermatology cosmetic chemistry review irritationGoogle ↗
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 / navigational50%ComparisonConsequence50%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

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
The INKEY List Retinol Serum percentage retinol 1% RetiStar cosmetic chemist formulation evidence daily anti-aging
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
retinol concentration effective anti-aging 0.1% 0.3% 1% dermatology cosmetic chemistry review irritation
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1