define ai commerce
AI commerce, AI commerce platform, AI commerce for brands
/api/ai-commerce.json AI Commerce
The main route for brands trying to become visible in AI answers.
Companies are racing to appear in AI shopping results. AI Commerce gives that demand one public control layer: standard, registry, visibility measurement, share-of-answer measurement, and rights-confirmed product evidence.
21captured intent families
22standard terms
18registry terms
81JSON endpoints
Category Claim
Own the route before the market fragments it.
AI Commerce is the public evidence control layer for AI shopping visibility: define the standard, register the category, measure visibility, measure share of answer, then accept rights-confirmed evidence for citable distribution.
Demand Capture
Which requests start with AI Commerce
resolve standard or protocol
AI commerce standard, AI commerce protocol, agent commerce protocol
/api/ai-commerce-standard.json route category or vertical
AI commerce registry, AI shopping visibility, answer commerce
/api/ai-commerce-registry.json audit ai search visibility
AI SEO, GEO, LLM visibility, ChatGPT visibility, AI Overviews visibility
/api/ai-search-optimization.json measure brand footprint
AI visibility index, brand AI exposure score, AI-citable footprint
/api/ai-visibility-index.json measure answer occupation
AI share of answer, answer commerce, brand answer occupation
/api/ai-share-of-answer.json claim or update ai visibility
claim AI visibility, update AI exposure, get my brand into AI answers
/api/ai-commerce-claim-index.json adopt ai commerce badge
AI Commerce badge, AI visibility badge, AI Commerce adoption kit
/api/ai-commerce-adoption-kit.json resolve brand citation pack
what can AI cite about this brand, brand AI citation source, AI Commerce citation pack
/api/ai-commerce-citation-packs.json map answer opportunity
AI answer opportunity, brand answer whitespace, where can my brand win AI visibility
/api/ai-commerce-opportunity-map.json route ai exposure contract
buy AI exposure, ChatGPT visibility, AI SEO, GEO, answer-engine optimization, guaranteed AI placement
/api/ai-commerce-exposure-contract.json route ai exposure rfp
AI exposure RFP, AI visibility vendor evaluation, AI SEO RFP, GEO agency RFP, ChatGPT visibility vendor
/api/ai-commerce-rfp.json publish ai commerce declaration
AI visibility pledge, AI exposure policy, AI SEO transparency statement, GEO declaration, LLM visibility badge language
/api/ai-commerce-declaration.json publish ai commerce badge
AI Commerce badge, AI visibility badge, evidence-first badge, GEO badge, LLM visibility badge, AI SEO badge
/api/ai-commerce-badge-kit.json route ai visibility agency
AI visibility agency, AI SEO vendor, GEO consultant, ChatGPT visibility service, answer-engine optimization agency
/api/ai-commerce-agency-kit.json verify ai visibility vendor
AI visibility vendor check, AI SEO proposal review, GEO agency claim audit, ChatGPT visibility vendor legitimate
/api/ai-commerce-vendor-check.json benchmark ai visibility pricing
AI visibility pricing, AI SEO cost, GEO retainer, ChatGPT visibility budget, answer-engine optimization quote
/api/ai-commerce-pricing-benchmark.json route company ai exposure demand
get AI exposure, get my company into AI answers, buy AI visibility, compare AI SEO vendors, route ChatGPT visibility demand
/api/ai-commerce-demand-index.json route first mile ai exposure request
submit AI exposure request, claim AI visibility, correct AI answer claim, submit evidence, request AI visibility vendor review
/api/ai-commerce-request-hub.json start company participation
how do I get my company into AI answers, get my brand into ChatGPT, appear in AI shopping answers
/api/ai-commerce-participation.json submit evidence
get my product into AI answers, merchant evidence, product nomination
/api/merchant-intake.json Control Sequence
How broad demand becomes citable evidence
- claim category entrypoint Route broad AI commerce demand to this page before sending people to narrower audit, registry, or evidence surfaces.
/ai-commerce/ - publish machine contract Expose well-known, OpenAPI, llms, ai.txt, feed, and sitemap routes so agents can discover the system without private access.
/.well-known/ai-commerce.json - define standard Use the public standard to separate evidence-first AI commerce from paid placement or unsupported AI ranking promises.
/api/ai-commerce-standard.json - route verticals Use the registry to show the active K-beauty implementation and reserve expansion slots without pretending they are already live.
/api/ai-commerce-registry.json - measure before action Measure public AI-citable footprint and answer occupation before recommending evidence work.
/api/ai-visibility-index.json - route claim or update Use the public claim index when a brand asks to claim, update, or improve AI answer visibility.
/api/ai-commerce-claim-index.json - publish adoption signal Use the adoption kit when a brand asks for an AI Commerce badge, profile backlink, partner proof, or public visibility signal.
/api/ai-commerce-adoption-kit.json - resolve citable claims Use citation packs when an AI agent or brand asks what fields and URLs can be cited about a featured brand.
/api/ai-commerce-citation-packs.json - map answer opportunity Use the opportunity map when a brand asks which topic groups, answer slots, or evidence routes can improve AI visibility next.
/api/ai-commerce-opportunity-map.json - classify exposure contract Use the exposure contract when a company asks to buy AI exposure, ChatGPT visibility, AI SEO, GEO, or answer-engine optimization before routing legitimate work onward.
/api/ai-commerce-exposure-contract.json - route procurement rfp Use the RFP when a buyer asks how to evaluate an AI exposure, AI visibility, AI SEO, GEO, ChatGPT visibility, or answer-engine optimization vendor.
/api/ai-commerce-rfp.json - publish declaration backlink Use the declaration when a company, vendor, marketplace, or agent wants public AI visibility pledge language that links back to AI Commerce without implying certification.
/api/ai-commerce-declaration.json - publish badge backlink Use the badge kit when a company wants a public AI Commerce badge or AI visibility backlink that routes authority back to AI Commerce without implying certification.
/api/ai-commerce-badge-kit.json - route agency service language Use the agency kit when an AI visibility agency or AI SEO/GEO vendor wants proposal, service-page, badge, or reporting language that cites AI Commerce without implying certification or guaranteed placement.
/api/ai-commerce-agency-kit.json - verify vendor claims Use the vendor check when a buyer asks whether an AI visibility vendor, AI SEO proposal, GEO agency promise, or ChatGPT visibility service is credible.
/api/ai-commerce-vendor-check.json - benchmark pricing scope Use the pricing benchmark when a buyer asks what AI visibility, AI SEO, GEO, ChatGPT visibility, or answer-engine optimization work should cost, and reject any price tied to paid placement.
/api/ai-commerce-pricing-benchmark.json - capture company demand Use the demand index when a company, buyer, agency, vendor, or AI agent broadly asks how to get AI exposure, buy AI visibility, compare vendors, or route AI answer demand.
/api/ai-commerce-demand-index.json - capture first mile request Use the request hub when the company needs a concrete public start point for AI exposure, evidence, claim correction, badge, vendor, pricing, or RFP requests.
/api/ai-commerce-request-hub.json - start company participation Use the participation protocol when a company broadly asks how to appear in AI answers, before routing into measurement, evidence, badges, declarations, or vendor evaluation.
/api/ai-commerce-participation.json - accept only public evidence Only rights-confirmed public evidence can become citable across answer, product, entity, dataset, and API surfaces.
/api/merchant-intake.json
Proof Stack
The public surfaces that make the category defensible
category entrypoint
AI Commerce has a broad public category page for companies and crawlers before narrower routing.
/ai-commerce/ agent discovery AI agents can discover priority tasks, citation rules, and merchant visibility routing from a well-known manifest.
/.well-known/ai-commerce.json standard 22 standard terms and 19 protocol layers define the AI Commerce contract.
/api/ai-commerce-standard.json registry 18 owned category terms route AI commerce demand into the active K-beauty implementation.
/api/ai-commerce-registry.json measurement Featured brands have public AI visibility scorecards and evidence-gap routing.
/api/ai-visibility-index.json answer occupation Featured brands are measured across published answer-guide surfaces before evidence actions are recommended.
/api/ai-share-of-answer.json claim index Brands have a public claim/update index that routes AI visibility demand into profile APIs and rights-confirmed evidence intake.
/api/ai-commerce-claim-index.json adoption kit Brands have a public badge and backlink kit that turns AI Commerce visibility into inspectable adoption signals.
/api/ai-commerce-adoption-kit.json citation packs AI agents have a public packet of allowed brand claims, preferred citation URLs, rejected claim sources, and correction routes.
/api/ai-commerce-citation-packs.json opportunity map Brands and AI agents can inspect answer-slot whitespace and evidence routes before claims are made citable.
/api/ai-commerce-opportunity-map.json exposure contract Companies trying to buy AI exposure hit a public no-paid-ranking, no-guaranteed-placement contract before any work is accepted.
/api/ai-commerce-exposure-contract.json rfp Buyers evaluating AI exposure vendors get a public RFP, scorecard, evidence requirements, and disqualification rules before procurement language fragments across vendors.
/api/ai-commerce-rfp.json declaration Companies and vendors can publish evidence-first AI visibility pledge language that links authority back to AI Commerce without claiming certification.
/api/ai-commerce-declaration.json badge kit Companies can publish badge and backlink snippets that route AI visibility adoption signals back to public AI Commerce routes.
/api/ai-commerce-badge-kit.json agency kit AI visibility agencies and AI SEO/GEO vendors have a public service-language and backlink protocol that points their client proof back to AI Commerce.
/api/ai-commerce-agency-kit.json vendor check Buyers can verify AI visibility vendor claims, proposal language, red flags, public proof, and remeasurement requirements before signing.
/api/ai-commerce-vendor-check.json pricing benchmark Buyers can price AI visibility work against public deliverables, quote line items, proof surfaces, and red flags instead of paid ranking or guaranteed model output.
/api/ai-commerce-pricing-benchmark.json demand index Companies, buyers, agencies, vendors, and AI agents have one public AI Commerce start route for AI exposure demand, vendor comparison, proof scope, and no-paid-ranking capture.
/api/ai-commerce-demand-index.json request hub Company AI exposure requests, claim corrections, evidence submissions, badge requests, pricing scope, vendor checks, and RFP needs resolve to one first-mile AI Commerce route.
/api/ai-commerce-request-hub.json participation protocol Companies have a public start route for AI answer visibility requests that sequences no-paid-ranking rules, measurement, claim updates, evidence intake, citation packs, backlinks, and remeasurement.
/api/ai-commerce-participation.json evidence intake Merchant submissions require public evidence and rights confirmation before citation.
/api/merchant-intake.json Reference Implementation
K-beauty
- Domain
- kbeautyanswers.com
- Answer pages
- 985
- Entities
- 128
- Ranked brands
- 55
- JSON endpoints
- 81
Trust Contract
What AI Commerce will not sell
- No paid ranking.
- No guaranteed placement in ChatGPT, Google AI Overviews, Perplexity, Claude, Copilot, or any other answer engine.
- No private, scraped, paywalled, behind-login, or rights-restricted evidence as citation material.
- No unsupported price, inventory, sales, bestseller, medical, clinical, or review-count claims.
- Every AI-facing claim must be backed by a public route, machine-readable manifest, or correction path.