Real ChatGPT answer · index seedaWkT4sN05d4completeBeauty and personal care · anti-agingcommercial

Are there any Neutrogena retinol products that won't completely destroy my sensitive skin this winter, and which one has the best customer reviews today?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any Neutrogena retinol products that won't completely destroy my sensitive skin this winter, and which one has the best customer reviews today?
1 real search · 1 real-search pass
Neutrogena retinol products customer reviews ratings fragrance free sensitive skin 2026Google ↗
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).

Searches and sources

ChatGPT1 real searches · gpt-6
Neutrogena retinol products customer reviews ratings fragrance free sensitive skin 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Neutrogena retinol products customer reviews ratings fragrance free sensitive skin 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1