What are the best chemical peel treatments for hyperpigmentation that do not require weeks of downtime for working professionals.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best chemical peel treatments for hyperpigmentation that do not require weeks of downtime for working professionals.
2 real searches · 1 real-search pass
evidence-based superficial chemical peels hyperpigmentation melasma post inflammatory hyperpigmentation skin of color mandelic lactic glycolic salicylic downtime dermatologyGoogle ↗
OBSERVEDReason
American Academy Dermatology melasma chemical peels skin of color post inflammatory hyperpigmentation chemical peel risksGoogle ↗
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 (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
evidence-based superficial chemical peels hyperpigmentation melasma post inflammatory hyperpigmentation skin of color mandelic lactic glycolic salicylic downtime dermatology Google ↗
American Academy Dermatology melasma chemical peels skin of color post inflammatory hyperpigmentation chemical peel risks Google ↗
- Advances in the Application of Chemical Peels in the Treatment of Pigmentary Skin Disorders · pmc.ncbi.nlm.nih.gov
- Chemical Peels for Melasma: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Chemical peels: FAQs · aad.org
- Chemical peels: Overview · aad.org
- Melasma: 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-based superficial chemical peels hyperpigmentation melasma post inflammatory hyperpigmentation skin of color mandelic lactic glycolic salicylic downtime dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology melasma chemical peels skin of color post inflammatory hyperpigmentation chemical peel risks OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |