Real ChatGPT answer · index seedxglewibsG8IcompleteBeauty and personal care · anti-agingcommercial

Help me compare The Ordinary Buffet versus their retinol serums to see which one makes more sense for a recent grad to start using.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Help me compare The Ordinary Buffet versus their retinol serums to see which one makes more sense for a recent grad to start using.
1 real search · 1 real-search pass
The Ordinary Multi-Peptide + HA Serum formerly Buffet vs retinol 0.2 0.5 1.0 official product ingredients usage guidanceGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
The Ordinary Multi-Peptide + HA Serum formerly Buffet vs retinol 0.2 0.5 1.0 official product ingredients usage guidance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
The Ordinary Multi-Peptide + HA Serum formerly Buffet vs retinol 0.2 0.5 1.0 official product ingredients usage guidance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1