Real ChatGPT answer · index seedLSwB7eIaRXocompleteBeauty and personal care · skincarecommercial

Are luxury anti aging creams containing marine collagen actually worth the high wholesale price for my retail shelf inventory?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are luxury anti aging creams containing marine collagen actually worth the high wholesale price for my retail shelf inventory?
2 real searches · 1 real-search pass
topical marine collagen skincare evidence skin penetration clinical studies hydrolyzed collagen moisturizer anti agingGoogle ↗
OBSERVEDReason
FDA cosmetics anti-aging claims collagen cream claims cosmetic drug distinctionGoogle ↗
OBSERVEDYes / no

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 (2)
Short factOther / navigationalComparisonConsequenceReason50%DefinitionInstructionYes / no50%

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
topical marine collagen skincare evidence skin penetration clinical studies hydrolyzed collagen moisturizer anti aging Google ↗
FDA cosmetics anti-aging claims collagen cream claims cosmetic drug distinction Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
topical marine collagen skincare evidence skin penetration clinical studies hydrolyzed collagen moisturizer anti aging
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FDA cosmetics anti-aging claims collagen cream claims cosmetic drug distinction
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1