How do tranexamic acid serums like SkinBetter Science Even Tone Correcting Serum compare to traditional retinoids for fading persistent post-inflammatory hyperpigmentation?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do tranexamic acid serums like SkinBetter Science Even Tone Correcting Serum compare to traditional retinoids for fading persistent post-inflammatory hyperpigmentation?
3 real searches · 1 real-search pass
topical tranexamic acid post-inflammatory hyperpigmentation randomized trial review retinoids PIH evidenceGoogle ↗
OBSERVEDReason
American Academy Dermatology post inflammatory hyperpigmentation retinoids sunscreen skin of color tranexamic acidGoogle ↗
OBSERVEDConsequence
SkinBetter Science Even Tone Correcting Serum ingredients tranexamic acid clinical studyGoogle ↗
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 (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
topical tranexamic acid post-inflammatory hyperpigmentation randomized trial review retinoids PIH evidence Google ↗
American Academy Dermatology post inflammatory hyperpigmentation retinoids sunscreen skin of color tranexamic acid Google ↗
SkinBetter Science Even Tone Correcting Serum ingredients tranexamic acid clinical study Google ↗
- Evaluation of an Advanced, Multimodal Skin Tone Correcting Serum in Participants With Mild-to-Severe Dyschromia and Hyperpigmentation - JDDonline · jddonline.com
- Even Intensive Skin Tone Correcting Serum · skinbetter.com
- Topical treatment for postinflammatory hyperpigmentation: a systematic review · pubmed.ncbi.nlm.nih.gov
- A Review of Post-Inflammatory Pigmentation Changes: Pathophysiology, Diagnosis and Treatment · pmc.ncbi.nlm.nih.gov
- How to fade dark spots in darker skin tones · aad.org
- 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 |
|---|---|---|---|---|---|---|---|
topical tranexamic acid post-inflammatory hyperpigmentation randomized trial review retinoids PIH evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology post inflammatory hyperpigmentation retinoids sunscreen skin of color tranexamic acid OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
SkinBetter Science Even Tone Correcting Serum ingredients tranexamic acid clinical study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |