Can you compare the fading power of hydroquinone alternatives like alpha arbutin against prescription strength options for stubborn melasma patches
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the fading power of hydroquinone alternatives like alpha arbutin against prescription strength options for stubborn melasma patches
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
melasma treatment guideline hydroquinone triple combination alpha arbutin evidence topical tranexamic acid cysteamine azelaic acid review Google ↗
American Academy Dermatology melasma treatment hydroquinone sunscreen visible light Google ↗
- Efficacy and safety of topical agents in the treatment of melasma: What's evidence? A systematic review and meta-analysis · pubmed.ncbi.nlm.nih.gov
- Topical and Systemic Therapies in Melasma: A Systematic Review · pmc.ncbi.nlm.nih.gov
- Topical Treatments for Melasma and Their Mechanism of Action. · pubmed.ncbi.nlm.nih.gov
- Melasma: Diagnosis and treatment · aad.org
- Melasma: Self-care · aad.org
- Melasma: Overview · aad.org
- Evidence-based Review, Grade of Recommendation, and Suggested Treatment Recommendations for Melasma · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
melasma treatment guideline hydroquinone triple combination alpha arbutin evidence topical tranexamic acid cysteamine azelaic acid review OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy Dermatology melasma treatment hydroquinone sunscreen visible light OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |