Real ChatGPT answer · index seed3zaaPzOkV5wcompleteBeauty and personal care · anti-aginginformational

How effective are over the counter neck firming creams containing hexapeptides compared to in office radiofrequency treatments for reversing moderate tech neck creases?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How effective are over the counter neck firming creams containing hexapeptides compared to in office radiofrequency treatments for reversing moderate tech neck creases?
3 real searches · 1 real-search pass
topical hexapeptide acetyl hexapeptide-8 clinical evidence wrinkles randomized trial review neck wrinklesGoogle ↗
OBSERVEDReason
radiofrequency treatment neck wrinkles horizontal neck lines clinical study systematic review efficacy safetyGoogle ↗
OBSERVEDConsequence
FDA radiofrequency microneedling safety cosmetic skin tightening neckGoogle ↗
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 (3)
Short factOther / navigationalComparisonConsequence33%Reason33%DefinitionInstructionYes / no33%

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
topical hexapeptide acetyl hexapeptide-8 clinical evidence wrinkles randomized trial review neck wrinkles
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
radiofrequency treatment neck wrinkles horizontal neck lines clinical study systematic review efficacy safety
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
FDA radiofrequency microneedling safety cosmetic skin tightening neck
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1