Real ChatGPT answer · index seedJhX11PxeSnYcompleteBeauty and personal care · skincarecomparison

Comparing Sunday Riley good genes lactic acid treatment against Paula Choice bha exfoliant to see which one clears clogged pores and oily t zones better

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

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing Sunday Riley good genes lactic acid treatment against Paula Choice bha exfoliant to see which one clears clogged pores and oily t zones better
1 real search · 1 real-search pass
Paula's Choice 2% BHA Liquid Exfoliant vs Sunday Riley Good Genes lactic acid treatment ingredients benefits clogged pores oily skinGoogle ↗
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).

Searches and sources

ChatGPT1 real searches · gpt-6
Paula's Choice 2% BHA Liquid Exfoliant vs Sunday Riley Good Genes lactic acid treatment ingredients benefits clogged pores oily skin Google ↗
  1. The Best Acids for Skin · paulaschoice.com
  2. Sunday Riley Good Genes Lactic Acid Treatment · sundayriley.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Paula's Choice 2% BHA Liquid Exfoliant vs Sunday Riley Good Genes lactic acid treatment ingredients benefits clogged pores oily skin
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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