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Real ChatGPT answer · index seedA0RxDXS1wGccompleteBeauty and personal care · skincarehowto

How can my spa business safely treat horizontal neck wrinkle lines using non-invasive devices and targeted peptide products

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can my spa business safely treat horizontal neck wrinkle lines using non-invasive devices and targeted peptide products
2 real searches · 1 real-search pass
FDA non-invasive radiofrequency aesthetic devices safety skin tightening neck ultrasound aesthetic devices guidance LED photobiomodulation wrinkles peptides topical evidence dermatologyGoogle ↗
OBSERVEDInstruction
FDA aesthetic devices radiofrequency ultrasound neck skin tightening safety clearance indications; FDA cosmetic peptides claims cosmetics drugs; American Academy Dermatology neck wrinkles skin care retinoid sunscreenGoogle ↗
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 / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / 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

ChatGPT2 real searches · gpt-6
FDA non-invasive radiofrequency aesthetic devices safety skin tightening neck ultrasound aesthetic devices guidance LED photobiomodulation wrinkles peptides topical evidence dermatology Google ↗
FDA aesthetic devices radiofrequency ultrasound neck skin tightening safety clearance indications; FDA cosmetic peptides claims cosmetics drugs; American Academy Dermatology neck wrinkles skin care retinoid sunscreen Google ↗
  1. Potential Risks with Certain Uses of Radiofrequency (RF) Microneedling – FDA Safety Communication · fda.gov
  2. FDA Safety Communication: Radiofrequency Microneedling · content.govdelivery.com
  3. Non-Invasive Body Contouring Technologies · fda.gov
  4. Wrinkle Treatments and Other Anti-aging Products · fda.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FDA non-invasive radiofrequency aesthetic devices safety skin tightening neck ultrasound aesthetic devices guidance LED photobiomodulation wrinkles peptides topical evidence dermatology
OBSERVED
Google ↗
AI Mode ↗		—Instruction——1x
of 1
FDA aesthetic devices radiofrequency ultrasound neck skin tightening safety clearance indications; FDA cosmetic peptides claims cosmetics drugs; American Academy Dermatology neck wrinkles skin care retinoid sunscreen
OBSERVED
Google ↗
AI Mode ↗		—Reason——1x
of 1