Real ChatGPT answer · index seedFWT0IEPlh2McompleteBeauty and personal care · cosmeticsinformational

Which dermatologist recommended anti aging creams actually help reduce deep wrinkles around the mouth for someone in their late sixties?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which dermatologist recommended anti aging creams actually help reduce deep wrinkles around the mouth for someone in their late sixties?
1 real search · 1 real-search pass
dermatologist recommended topical treatments deep perioral wrinkles retinoids tretinoin evidence older adults American Academy DermatologyGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / 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

ChatGPT1 real searches · gpt-6
dermatologist recommended topical treatments deep perioral wrinkles retinoids tretinoin evidence older adults American Academy Dermatology Google ↗
  1. Shop product · ulta.com
  2. Shop product · ulta.com
  3. Shop product · walmart.com
  4. Shop product · skinceuticals.com
  5. Retinoid or retinol? · aad.org
  6. Wrinkle remedies · aad.org
  7. Treatment of photodamage with topical tretinoin: an overview. · pubmed.ncbi.nlm.nih.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
dermatologist recommended topical treatments deep perioral wrinkles retinoids tretinoin evidence older adults American Academy Dermatology
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1