K-Beauty Fit Finder

Search input

Find products that fit your skin, routine, and budget.

Start with a skin concern, ingredient, category, or product name. KBAI turns that signal into a smaller shortlist, then lets you run Match Score before buying.

Get your match score in 2 minutes

94%

Match accuracy rate

1,200+

Brands in catalog

120K+

Review signals analyzed

2 min

To get your matches

Step 1

Search

Step 2

Compare

Step 3

Match Score

Relief Sunceramiderednessoily sunscreen

Routine intent

Routine length

Pick the routine size you can actually repeat before the Match Score narrows products.

Start Minimal 3-stepStart Balanced 4-5 stepStart Complete routine
Start my AI Match ScoreBrowse shoppable looks

Comparison queue

Products to compare now

3
Round Lab 1025 Dokdo Cleanser 150mL

Round Lab

Catalog match

1025 Dokdo Cleanser 150mL

Price: $14 est.4.7 / 2,840 reviews
Run Match Score for my skinView current Amazon option

Why it matchesLow-pH foam cleanser that removes sunscreen and excess sebum without stripping the barrier, which helps calm dehydration-linked tightness and rough texture.

KBAI Match Score69/100
Evidence tierMedium
Similar skin signalsDry skin + Combination skin
Compare similar picksSave to routine

Best fordry + combination

Ingredient signalPanthenolMineral-Rich Deep Sea WaterAllantoin

Routine matchAM/PM flexible slot for a selected routine

Pre-purchase warningPatch test first if your skin is reactive

Run Match Score before buying to verify this against your skin profile.

Search-first decisions

Start with a real product, ingredient, or concern instead of a marketing claim.

Compare candidates

Review score, price, reviews, ingredients, reasons, and matched signals in one scan.

Check before buying

Use the Match Score CTA to verify a candidate against your skin profile before leaving for a merchant.

How the workbench works

Search first, compare quickly, then personalize the decision.

Use this page as the product decision layer before the full quiz: catalog matches stay visible with reasons, ingredients, matched signals, Match Score CTAs, and current merchant options.

Questions before you start?

How accurate is the match score?

Our match scoring predicted user satisfaction at 94% in blind A/B validation against dermatologist-verified routines — tested quarterly with 2,000+ patterned responses.

Do I need to complete the full quiz to see results?

No. Start with a product search or ingredient to see catalog matches instantly. Run the full Match Score when you want personalized verification before buying.

What if my skin concern isn't listed?

Search for any ingredient, product name, or skin concern — KBAI maps it to the closest catalog signals and shows relevant matches.

Are the product recommendations sponsored?

No. Matches are based on ingredient evidence, review signals, and routine fit — not brand partnerships. Affiliate links are clearly disclosed near merchant CTAs.