How long does it typically take to see visible results when treating deep-seated facial hyperpigmentation with prescription hydroquinone versus over-the-counter azelaic acid?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How long does it typically take to see visible results when treating deep-seated facial hyperpigmentation with prescription hydroquinone versus over-the-counter azelaic acid?
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). 1 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
hydroquinone melasma treatment how long results 8 weeks 12 weeks dermatologist guideline azelaic acid timeline Google ↗
American Academy Dermatology melasma hydroquinone azelaic acid treatment results sunscreen Google ↗
- Update on Melasma—Part II: Treatment · pmc.ncbi.nlm.nih.gov
- Evidence-based Review, Grade of Recommendation, and Suggested Treatment Recommendations for Melasma · pmc.ncbi.nlm.nih.gov
- Evidence-based Review, Grade of Recommendation, and Suggested Treatment Recommendations for Melasma · pmc.ncbi.nlm.nih.gov
- Dermatological Conditions in Skin of Color — Melasma: Topical and Systemic Management | JCAD - The Journal of Clinical and Aesthetic Dermatology · jcadonline.com
- Melasma: Diagnosis and treatment · aad.org
- Optimizing melasma management · staging.aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
hydroquinone melasma treatment how long results 8 weeks 12 weeks dermatologist guideline azelaic acid timeline OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology melasma hydroquinone azelaic acid treatment results sunscreen OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |