AI Commerce Participation Protocol

Companies trying to appear in AI answers start here.

This is the public route for AI visibility demand: reject paid ranking, measure the current footprint, claim or correct public facts, submit rights-confirmed evidence, publish sanctioned backlinks, then distribute through machine-readable AI Commerce surfaces.

10company intents
10sequence steps
5backlink targets
6featured rows

Demand Capture

Company questions routed into AI Commerce

Machine-readable API

get company into ai answers

how do I get my company into AI answers, get my brand into ChatGPT, appear in AI shopping answers

/api/ai-commerce-participation.json

audit ai visibility first

AI visibility audit, ChatGPT visibility audit, GEO audit, answer-engine optimization audit

/api/ai-search-optimization.json

measure public footprint

AI visibility score, AI-citable footprint, brand AI exposure score

/api/ai-visibility-index.json

measure answer share

AI share of answer, answer occupation, brand mentioned in AI answers

/api/ai-share-of-answer.json

claim or update profile

claim my AI Commerce profile, update brand AI facts, correct AI product claim

/api/ai-commerce-claim-index.json

submit rights confirmed evidence

submit product evidence for AI, product data for AI answers, merchant evidence intake

/api/merchant-intake.json

publish badge backlink

AI Commerce badge, AI visibility badge, evidence-first badge, LLM visibility badge

/api/ai-commerce-badge-kit.json

publish declaration backlink

AI visibility pledge, AI exposure policy, GEO declaration, AI SEO transparency statement

/api/ai-commerce-declaration.json

buy or procure ai exposure

AI exposure vendor, AI SEO agency, GEO agency, ChatGPT visibility vendor, AI exposure RFP

/api/ai-commerce-rfp.json

reject paid ranking promises

guaranteed ChatGPT placement, paid AI ranking, buy AI answer placement

/api/ai-commerce-exposure-contract.json

Participation Sequence

No shortcuts, no private proof

  1. start with participation protocol When a company broadly asks how to appear in AI answers, start here before routing into measurement, evidence, badges, or vendor procurement. /api/ai-commerce-participation.json
  2. read no paid ranking contract Reject paid ranking, guaranteed AI answer placement, private dashboards as evidence, and unsupported claim inflation before any participation action. /api/ai-commerce-exposure-contract.json
  3. measure existing visibility Measure public AI-citable footprint and share of answer before telling a company what to change. /api/ai-visibility-index.json
  4. claim or correct public profile Use the claim index when a company asks to claim, update, correct, or improve public AI Commerce visibility rows. /api/ai-commerce-claim-index.json
  5. submit rights confirmed evidence Only public, rights-confirmed evidence can enter AI Commerce citation surfaces, datasets, feeds, or answer guides. /api/merchant-intake.json
  6. resolve citable claim packet Route agent and brand questions about what can be cited into citable claim fields, preferred URLs, rejected sources, and correction paths. /api/ai-commerce-citation-packs.json
  7. publish public backlink signal Companies can publish a badge or declaration backlink to AI Commerce, but the link must not imply certification, endorsement, paid ranking, or guaranteed placement. /api/ai-commerce-badge-kit.json
  8. plan next answer slots Use the opportunity map and AI search category route to decide which answer slots need evidence next. /api/ai-commerce-opportunity-map.json
  9. evaluate vendors with public rfp Buyers can evaluate AI exposure vendors against public evidence requirements and disqualifiers before procurement claims fragment across vendors. /api/ai-commerce-rfp.json
  10. redistribute to agents After public evidence is reviewed, distribute it through APIs, OpenAPI, llms.txt, ai.txt, feeds, and AI sitemap surfaces. /api/index.json

Snippets

Copy-safe public participation language

html <a href="https://kbeautyanswers.com/ai-commerce-participation/" rel="noopener" data-ai-commerce-participation="evidence-first">AI Commerce participation protocol</a><link rel="describedby" type="application/json" href="https://kbeautyanswers.com/api/ai-commerce-participation.json">
markdown [AI Commerce participation protocol](https://kbeautyanswers.com/ai-commerce-participation/) - evidence-first AI visibility, no paid ranking, public claims only
llms.txt AI Commerce participation: https://kbeautyanswers.com/api/ai-commerce-participation.json routes company AI visibility requests into measurement, public evidence, badge backlinks, and correction paths.

Featured Rows

Existing brand rows show the participation loop

Exposure playbook

#1 Beauty of Joseon

visible needs more evidence
65.4

AI exposure score

#2 COSRX

visible needs more evidence
61

AI exposure score

#3 Sulwhasoo

visible needs more evidence
59.9

AI exposure score

#4 Anua

visible needs more evidence
46.9

AI exposure score

#5 Etude

indexed needs answer occupation
41.4

AI exposure score

#6 Innisfree

indexed needs answer occupation
41.4

AI exposure score

Non-Negotiables

What participation cannot claim