What are the budget-friendly dermatologist-recommended methods for fading red post acne scars on melanin-rich skin without risking hyperpigmentation?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the budget-friendly dermatologist-recommended methods for fading red post acne scars on melanin-rich skin without risking hyperpigmentation?
3 real searches · 1 real-search pass
post acne red marks post inflammatory erythema skin of color treatment azelaic acid sunscreen dermatologistGoogle ↗
OBSERVEDConsequence
American Academy Dermatology skin of color acne dark spots post inflammatory hyperpigmentation sunscreen retinoid azelaic acidGoogle ↗
OBSERVEDReason
post inflammatory erythema acne treatment skin of color pulsed dye laser risk hyperpigmentation reviewGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
post acne red marks post inflammatory erythema skin of color treatment azelaic acid sunscreen dermatologist Google ↗
American Academy Dermatology skin of color acne dark spots post inflammatory hyperpigmentation sunscreen retinoid azelaic acid Google ↗
post inflammatory erythema acne treatment skin of color pulsed dye laser risk hyperpigmentation review Google ↗
- How to fade dark spots in darker skin tones · aad.org
- 10 tips for clearing acne in darker skin tones · aad.org
- Retinoid or retinol? · aad.org
- Acne Management: Guidelines From the American Academy of Dermatology · aafp.org
- Post-inflammatory Hyperpigmentation in Skin of Color: Emerging Therapies and Treatment Algorithms · pmc.ncbi.nlm.nih.gov
- Dermatology: how to manage facial hyperpigmentation in skin of colour · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
post acne red marks post inflammatory erythema skin of color treatment azelaic acid sunscreen dermatologist OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology skin of color acne dark spots post inflammatory hyperpigmentation sunscreen retinoid azelaic acid OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
post inflammatory erythema acne treatment skin of color pulsed dye laser risk hyperpigmentation review OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |