Which cosmetic procedures or topical acids actually work best for shrinking visibly enlarged pores on the cheeks and nose?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which cosmetic procedures or topical acids actually work best for shrinking visibly enlarged pores on the cheeks and nose?
2 real searches · 1 real-search pass
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)
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
evidence dermatology treatment enlarged facial pores topical retinoids salicylic acid glycolic acid laser microneedling clinical review Google ↗
American Academy Dermatology large pores treatment retinoid sunscreen salicylic acid Google ↗
- What can treat large facial pores? · aad.org
- "The efficacy and adverse effects of treatment options for facial pores: A review article" · pubmed.ncbi.nlm.nih.gov
- Skincare ingredients recommended by cosmetic dermatologists: A Delphi consensus study · pubmed.ncbi.nlm.nih.gov
- “The efficacy and adverse effects of treatment options for facial pores: A review article” - Parvar - 2023 - Journal of Cosmetic Dermatology · onlinelibrary.wiley.com
- Enlarged pores · dermnetnz.org
- Acne: Diagnosis and treatment · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence dermatology treatment enlarged facial pores topical retinoids salicylic acid glycolic acid laser microneedling clinical review OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology large pores treatment retinoid sunscreen salicylic acid OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |