Real ChatGPT answer · index seedvr5GdioNz6EcompleteBeauty and personal care · anti-agingbrand

What are the most common reasons small business owners return RoC retinol correction cream after trying it for a few weeks?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most common reasons small business owners return RoC retinol correction cream after trying it for a few weeks?
1 real search · 1 real-search pass
RoC Retinol Correxion cream reviews complaints irritation results texture return after weeksGoogle ↗
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).

Searches and sources

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
RoC Retinol Correxion cream reviews complaints irritation results texture return after weeks
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1