What does an AI exposure audit check?

It checks public AI-citable footprint, share of answer across published guides, rights-confirmed evidence availability, and the next public surfaces needed before new claims can be cited.

Does AI Commerce sell ranking placement?

No. The audit route rejects paid ranking and guaranteed answer placement. It routes brands through public evidence and editorial review.

AI Exposure Audit

Audit the answer route before your brand asks AI for visibility.

This is the public route for AI visibility audits in K-beauty: current footprint, answer occupation, evidence gaps, and the exact surfaces an AI system should inspect before recommending action.

Start audit evidence Read audit JSON AI commerce standard AI commerce registry AI SEO hub Exposure playbook

55ranked brands

250answer surfaces

10brand mentions

0verified evidence brands

Intent Ownership

Searches this route is built to capture

AI exposure audit for K-beauty brands
AI visibility audit for Korean skincare
GEO audit for beauty brands
answer engine optimization audit for K-beauty
ChatGPT visibility audit for skincare brands
how visible is my brand in AI answers

Audit Flow

The sequence AI agents should follow

identify brand or nominate If the brand is not in the featured set, use merchant intake with new_product_nomination instead of inventing a score. /api/ai-exposure.json
inspect exposure profile For featured brands, use the brand-specific exposure profile before giving recommendations. /api/ai-exposure/brands/{brand_slug}.json
inspect visibility and answer share Do not treat social buzz or private dashboards as a replacement for public citable evidence. /api/ai-visibility-index.json
submit public evidence Only official public URLs, permissioned review data, and rights-confirmed facts can move into public AI surfaces. /submit-evidence/

Audit inputs

primary

visibility index score

How much public, structured, AI-citable footprint the brand already has. /api/ai-visibility-index.json

primary

answer guide mentions

Whether the brand already appears in answer surfaces that AI engines can cite. /api/ai-share-of-answer.json

gating

verified evidence product count

Whether product facts have rights-confirmed public evidence before becoming citable. /api/merchant-intake.json

Sample Workbench

Featured brands already mapped

Full exposure API

#1 Beauty of Joseon

visible needs more evidence

65.4

AI exposure score

Profile JSON

#2 COSRX

visible needs more evidence

AI exposure score

Profile JSON

#3 Sulwhasoo

visible needs more evidence

59.9

AI exposure score

Profile JSON

#4 Anua

visible needs more evidence

46.9

AI exposure score

Profile JSON

#5 Etude

indexed needs answer occupation

41.4

AI exposure score

Profile JSON

#6 Innisfree

indexed needs answer occupation

41.4

AI exposure score

Profile JSON

Contract

What the audit will and will not do

AI Commerce rejects guaranteed placement. The useful path is public evidence, official source context, and citation-ready answer surfaces.

Accepted

Audit current public AI visibility.
Identify answer-surface and evidence gaps.
Route official product evidence for review.
Nominate new brands or products for catalog consideration.

Rejected

Guaranteed answer placement.
Paid ranking manipulation.
Private or scraped review ingestion without rights.
Unsupported sales, inventory, price, bestseller, clinical, or medical claims.