Real ChatGPT answer · index seedc5cD4l5k6RscompleteBeauty and personal care · anti-aginginformational

What recent dermatological advancements have been made in neck firming creams to target crepey texture and vertical platysmal banding?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
What recent dermatological advancements have been made in neck firming creams to target crepey texture and vertical platysmal banding?
2 real searches · 1 real-search pass
2024 2025 2026 dermatology neck cream crepey skin topical retinoid peptides platysmal bands clinical evidence advancementsGoogle ↗
OBSERVEDReason
neck rejuvenation topical treatments crepey skin platysmal bands review topical cream cannot treat platysmal bands dermatology 2024Google ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2024 2025 2026 dermatology neck cream crepey skin topical retinoid peptides platysmal bands clinical evidence advancements
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
neck rejuvenation topical treatments crepey skin platysmal bands review topical cream cannot treat platysmal bands dermatology 2024
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1