Market intelligence
K-Beauty Market Report — 2026-09-15
Our guides and picks are cosmetic curation for education only — not medical advice. Skin varies person to person: patch-test new products and see a dermatologist for persistent or concerning issues.
Generated 2026-09-15T22:49:33.731Z · tool v1.0.0 · sources: Google Trends RSS, Reddit public feeds, TikTok Creative Center, static watchlist · no paid APIs · no Amazon requests
1. Top Trending Ingredients
Markets queried: 12/12 answered · items seen: 120 · skincare-matching trends: 0
No skincare-specific trend in today's feed. Google Trends' daily RSS is news- and sports-driven; skin-related queries simply did not surface in this window. No data is inferred or fabricated — the filter runs on real feed items only.
Monitored lexicon: 127 skin-related terms and brands · endpoint health: retired keyword endpoint skipped (HTTP 404).
2. Community Pulse
Posts analysed today: 25 · ranked: 10
| Subreddit | Transport | Entries | State | Detail |
|---|---|---|---|---|
| SkincareAddiction | atom | 25 | fallback | JSON blocked (HTTP 403) → Atom fallback OK |
| KoreanBeauty | none | 0 | failed | JSON: HTTP 403; Atom: HTTP 429 |
Top posts
| # | Title | Sub | Ingredients detected | Brands detected | Score | Comments |
|---|---|---|---|---|---|---|
| 1 | [acne] how did they get rid of their acne scars | SkincareAddiction | — | — | — | — |
| 2 | Curology Customer Service [PSA] | SkincareAddiction | — | — | — | — |
| 3 | [trigger warning] Recurring lip reaction — I’m desperate to figure… | SkincareAddiction | — | Aquaphor | — | — |
| 4 | [Product Request] non greasy non sticky body lotion for sensory… | SkincareAddiction | — | — | — | — |
| 5 | [Product request] Terrible acne on my back after waxing | SkincareAddiction | — | — | — | — |
| 6 | [Acne] How to remove acne on chin? | SkincareAddiction | Retinol / Retinoids, Centella Asiatica (Cica), Azelaic Acid, Rice Extract | CeraVe, Anua, Beauty of Joseon | — | — |
| 7 | [product request] im looking for a face cream | SkincareAddiction | — | — | — | — |
| 8 | [Routine Help] what are the best cleansers and moisturizers for skin… | SkincareAddiction | Ceramides, Squalane | Cosrx, CeraVe, Isntree | — | — |
| 9 | [Acne] 20 M have had moderate acne pretty much all the time since i… | SkincareAddiction | Salicylic Acid (BHA), Vitamin C, Sunscreen (unspecified) | CeraVe | — | — |
| 10 | [Routine Help] | SkincareAddiction | Salicylic Acid (BHA), Peptides, Hypochlorous Acid | — | — | — |
Ingredient heat (mentions across all analysed posts)
| Ingredient | Posts mentioning |
|---|---|
| Retinol / Retinoids | 6 |
| Azelaic Acid | 5 |
| Salicylic Acid (BHA) | 5 |
| Sunscreen (unspecified) | 5 |
| Benzoyl Peroxide | 3 |
| Centella Asiatica (Cica) | 2 |
| Niacinamide | 2 |
| Peptides | 2 |
| Rice Extract | 2 |
| Squalane | 2 |
| Ceramides | 1 |
| Exosomes | 1 |
Brand mentions
| Brand | Posts mentioning |
|---|---|
| CeraVe | 5 |
| Anua | 2 |
| Neutrogena | 2 |
| Purito Seoul | 2 |
| The Ordinary | 2 |
| Aquaphor | 1 |
| Beauty of Joseon | 1 |
| COSRX | 1 |
| Glow Recipe | 1 |
| Haruharu Wonder | 1 |
| Isntree | 1 |
| La Roche-Posay | 1 |
3. Social Signals
Source: static fallback list — the Creative Center ranking endpoints are gated (see probe log below). The list is curated in src/lib/lexicon.mjs and should be refreshed quarterly.
| # | Hashtag | Category | Buyer intent |
|---|---|---|---|
| 1 | #skincare | Category | Discovery / broad |
| 2 | #skincaretips | Education | Advice-seeking |
| 3 | #koreanskincare | K-Beauty | Routine discovery |
| 4 | #glassskin | K-Beauty | Aspirational finish |
| 5 | #skincareroutine | Education | Routine building |
| 6 | #retinol | Ingredient | Active research |
| 7 | #niacinamide | Ingredient | Active research |
| 8 | #sunscreen | Product | Daily SPF |
| 9 | #slugging | Trend | Barrier repair |
| 10 | #skincycling | Trend | Active scheduling |
Endpoint probe log
| Endpoint | Verdict |
|---|---|
| Creative Center hashtag list | HTTP 404 |
| Creative Radar hashtag ranking | gated — {"code":40101,"msg":"no permission"} |
4. Competitor Watchlist
Tracked ASINs: 6 · live metrics: TODO (PA-API) · Amazon requests made by this tool: 0
Our picks are cosmetic product recommendations, not medical prescriptions. Some links are affiliate links — we may earn a commission at no extra cost to you.
| ASIN | Listing | Price | Rating | BSR | Status |
|---|---|---|---|---|---|
| B08CMS8P67 | B08CMS8P67 | TODO (PA-API) | TODO (PA-API) | TODO (PA-API) | pending PA-API credentials |
| B07ZKHPV9Y | B07ZKHPV9Y | TODO (PA-API) | TODO (PA-API) | TODO (PA-API) | pending PA-API credentials |
| B00PBX3L7K | B00PBX3L7K | TODO (PA-API) | TODO (PA-API) | TODO (PA-API) | pending PA-API credentials |
| B09DLFCB69 | B09DLFCB69 | TODO (PA-API) | TODO (PA-API) | TODO (PA-API) | pending PA-API credentials |
| B08CMVXQ9W | B08CMVXQ9W | TODO (PA-API) | TODO (PA-API) | TODO (PA-API) | pending PA-API credentials |
| B0B7XFYR23 | B0B7XFYR23 | TODO (PA-API) | TODO (PA-API) | TODO (PA-API) | pending PA-API credentials |
Why the columns are empty: Amazon presented an IP throttle after earlier scraping, so v1 makes no Amazon requests at all. Price, rating and BSR will be populated through the official Product Advertising API (PA-API) in a later version — the ASINs above are pre-wired for that switch.
5. Auto-Summary
- Source health: 4/4 sources produced data · degraded (documented fallback): Reddit community (SkincareAddiction + KoreanBeauty), TikTok Creative Center · no source failed
- Trend mover: none. 12/12 Google Trends markets answered (120 items scanned) but no skin-related query surfaced — a dry day for this feed, reported as-is.
- Community pulse: 25 posts analysed; the most-discussed ingredient is Retinol / Retinoids (6 posts), with CeraVe the most-mentioned brand (5 posts).
- Biggest mover: first recorded run, so there is no previous snapshot to diff against — today's counts become the baseline for 2026-09-15.
- Next action: watchlist holds 6 ASINs with price/rating/BSR still TODO (PA-API); while those wait, prioritise content around Retinol / Retinoids, the strongest demand signal available today (social source: static-fallback).
Source status
| Source | State | Detail | Duration |
|---|---|---|---|
| Google Trends RSS | ok | 12/12 markets answered · 120 items · 0 skin matches | 2921 ms |
| Reddit community (SkincareAddiction + KoreanBeauty) | partial | 25 posts analysed · Atom fallback used (public JSON blocked) · failed sub(s): KoreanBeauty | 18138 ms |
| TikTok Creative Center | partial | curated static fallback (endpoint gated) | 726 ms |
| Competitor watchlist (static) | ok | 6 ASINs listed · 0 Amazon requests by design | 0 ms |
Methodology & caveats
- Trends: Google Trends publishes no global feed and no per-keyword RSS, so "worldwide" is 12 markets queried individually and aggregated; a term ranking in more markets ranks higher. The retired keyword endpoint is probed once and skipped on 404.
- Community: the public JSON endpoint is currently blocked (HTTP 403 for non-browser clients); the Atom feed is the documented fallback, Score shows engagement (upvotes + comments) where Reddit shares both counts; "—" means Reddit shared no counts for that row.
- Social: TikTok Creative Center hashtag rankings are gated behind an authenticated session, so the curated list in
src/lib/lexicon.mjsis used and the probe verdicts are printed as evidence. - Watchlist: price/rating/BSR stay
TODO (PA-API); this tool never contacts Amazon. - Summary: rule-based only — five lines, each derived from the values above, never generated prose.
Next report: 2026-09-15 + 1 day at 06:00 UTC via GitHub Actions.