Between Peter Thomas Roth Pro Strength Niacinamide Discoloration Treatment and Paula's Choice 10% Azelaic Acid Booster, which one is better for fading stubborn post acne red marks on thin mature skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between Peter Thomas Roth Pro Strength Niacinamide Discoloration Treatment and Paula's Choice 10% Azelaic Acid Booster, which one is better for fading stubborn post acne red marks on thin mature skin?
2 real searches · 1 real-search pass
Paula's Choice 10% Azelaic Acid Booster ingredients official; Peter Thomas Roth Pro Strength Niacinamide Discoloration Treatment ingredients official; azelaic acid post acne erythema evidence niacinamideGoogle ↗
OBSERVEDConsequence
post inflammatory erythema acne red marks treatment azelaic acid dermatology evidence; post inflammatory hyperpigmentation niacinamide tranexamic acid kojic acidGoogle ↗
OBSERVEDReason
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
Paula's Choice 10% Azelaic Acid Booster ingredients official; Peter Thomas Roth Pro Strength Niacinamide Discoloration Treatment ingredients official; azelaic acid post acne erythema evidence niacinamide Google ↗
post inflammatory erythema acne red marks treatment azelaic acid dermatology evidence; post inflammatory hyperpigmentation niacinamide tranexamic acid kojic acid Google ↗
- Postinflammatory hyperpigmentation · dermnetnz.org
- A Review of Post-Inflammatory Pigmentation Changes: Pathophysiology, Diagnosis and Treatment · pmc.ncbi.nlm.nih.gov
- A systematic review to evaluate the efficacy of azelaic acid in the management of acne, rosacea, melasma and skin aging · pubmed.ncbi.nlm.nih.gov
- Post‐acne erythema treatment: A systematic review of the literature - Kalantari - 2022 - Journal of Cosmetic Dermatology · doi.org
- How to fade dark spots in darker skin tones · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Paula's Choice 10% Azelaic Acid Booster ingredients official; Peter Thomas Roth Pro Strength Niacinamide Discoloration Treatment ingredients official; azelaic acid post acne erythema evidence niacinamide OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
post inflammatory erythema acne red marks treatment azelaic acid dermatology evidence; post inflammatory hyperpigmentation niacinamide tranexamic acid kojic acid OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |