Real ChatGPT answer · index seedHsPHAcFzfzAcompleteBeauty and personal care · cosmeticsbrand

My mother in law gifted me an expensive anti aging cream, but are there cheaper dermatologist recommended anti aging creams that work just as well for women over forty.

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

The searches the AI actually ran for this prompt.

SEED QUERY
My mother in law gifted me an expensive anti aging cream, but are there cheaper dermatologist recommended anti aging creams that work just as well for women over forty.
1 real search · 1 real-search pass
dermatologist recommended affordable anti aging creams retinol women over 40 evidence retinoids sunscreen moisturizerGoogle ↗
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
dermatologist recommended affordable anti aging creams retinol women over 40 evidence retinoids sunscreen moisturizer Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
dermatologist recommended affordable anti aging creams retinol women over 40 evidence retinoids sunscreen moisturizer
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1