Is the Murad Rapid Age Spot and Pigment Correcting Serum more effective than the SkinCeuticals C E Ferulic for treating stubborn melasma on the cheeks?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is the Murad Rapid Age Spot and Pigment Correcting Serum more effective than the SkinCeuticals C E Ferulic for treating stubborn melasma on the cheeks?
1 real search · 1 real-search pass
Murad Rapid Age Spot and Pigment Correcting Serum ingredients tranexamic acid hydroquinone-free melasma clinical evidence; SkinCeuticals C E Ferulic melasma evidence vitamin C topical melasma; melasma treatment guidelines visible light tinted sunscreen hydroquinone azelaic acidGoogle ↗
OBSERVEDInstruction
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Murad Rapid Age Spot and Pigment Correcting Serum ingredients tranexamic acid hydroquinone-free melasma clinical evidence; SkinCeuticals C E Ferulic melasma evidence vitamin C topical melasma; melasma treatment guidelines visible light tinted sunscreen hydroquinone azelaic acid Google ↗
- Topical Treatments for Melasma and Their Mechanism of Action. · pubmed.ncbi.nlm.nih.gov
- Self-applied topical interventions for melasma: a systematic review and meta-analysis of data from randomized, investigator-blinded clinical trials · pubmed.ncbi.nlm.nih.gov
- Self‐applied topical interventions for melasma: a systematic review and meta‐analysis of data from randomized, investigator‐blinded clinical trials* | British Journal of Dermatology · academic.oup.com
- Melasma: Diagnosis and treatment · aad.org
- Melasma: Self-care · aad.org
Queries
1 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Murad Rapid Age Spot and Pigment Correcting Serum ingredients tranexamic acid hydroquinone-free melasma clinical evidence; SkinCeuticals C E Ferulic melasma evidence vitamin C topical melasma; melasma treatment guidelines visible light tinted sunscreen hydroquinone azelaic acid OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |