Real ChatGPT answer · index seedLTH2y1sjfd8completeBeauty and personal care · skincareinformational

Which luxury anti aging creams contain peptides that actually stimulate collagen production rather than just temporarily plumping the surface of the skin?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which luxury anti aging creams contain peptides that actually stimulate collagen production rather than just temporarily plumping the surface of the skin?
1 real search · 1 real-search pass
luxury peptide face creams ingredients palmitoyl pentapeptide-4 copper tripeptide-1 clinical evidence topical collagen productionGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
luxury peptide face creams ingredients palmitoyl pentapeptide-4 copper tripeptide-1 clinical evidence topical collagen production
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1