Real ChatGPT answer · index seedYyXytYy5i5McompleteBeauty and personal care · skincarebrand

Are there cheaper alternatives to The Inkey List retinol that give the same anti-aging results without destroying a tight monthly budget

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there cheaper alternatives to The Inkey List retinol that give the same anti-aging results without destroying a tight monthly budget
1 real search · 1 real-search pass
affordable retinol alternatives to The INKEY List Retinol Serum compare ingredients prices 2026Google ↗
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
affordable retinol alternatives to The INKEY List Retinol Serum compare ingredients prices 2026 Google ↗
  1. Shop Good Molecules · target.com
  2. Shop The Ordinary · ulta.com
  3. Shop The Ordinary · ulta.com
  4. Shop CeraVe · ulta.com
  5. Shop Good Molecules · ulta.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
affordable retinol alternatives to The INKEY List Retinol Serum compare ingredients prices 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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