Real ChatGPT answer · index seed5iy5OveJoKwcompleteBeauty and personal care · salons and spascommercial
What topical treatments actually help reduce acne scar redness without costing hundreds of dollars at a clinic?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What topical treatments actually help reduce acne scar redness without costing hundreds of dollars at a clinic?
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
topical treatments post inflammatory erythema acne redness azelaic acid niacinamide retinoids evidence dermatology Google ↗
American Academy Dermatology acne dark spots post inflammatory hyperpigmentation sunscreen azelaic acid retinoid Google ↗
- Post-acne Erythema: A Systematic Review of Randomized Controlled Trials on the Comparative Efficacy and Safety of Interventions Across Clinical, Instrumental, and Patient-Reported Outcomes · pmc.ncbi.nlm.nih.gov
- Post-acne erythema treatment: A systematic review of the literature · pubmed.ncbi.nlm.nih.gov
- 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 |
|---|---|---|---|---|---|---|---|
topical treatments post inflammatory erythema acne redness azelaic acid niacinamide retinoids evidence dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology acne dark spots post inflammatory hyperpigmentation sunscreen azelaic acid retinoid OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |