Real ChatGPT answer · index seedbOCJGkZ4zAQcompleteBeauty and personal care · anti-agingcomparison

Which budget friendly glycolic acid option delivers professional results comparable to Sunday Riley Good Genes for my salon retail shelf?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which budget friendly glycolic acid option delivers professional results comparable to Sunday Riley Good Genes for my salon retail shelf?
1 real search · 1 real-search pass
Sunday Riley Good Genes lactic acid treatment ingredients concentration comparison glycolic acid budget alternatives salon retailGoogle ↗
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
Sunday Riley Good Genes lactic acid treatment ingredients concentration comparison glycolic acid budget alternatives salon retail Google ↗
  1. View product · ulta.com
  2. View product · sephora.com
  3. View product · nordstrom.com
  4. Sunday Riley Good Genes Lactic Acid Treatment · sundayriley.com
  5. Sunday Riley Good Genes Glycolic Acid Treatment · sundayriley.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Sunday Riley Good Genes lactic acid treatment ingredients concentration comparison glycolic acid budget alternatives salon retail
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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