How LayerTen Works

How your store becomes the answer. Four steps.

Connect. Enrich. Price. Win. No manual data entry, no code changes. Connect your store and we handle the rest.

The shift is happening now

E-commerce discovery is moving from search engines to AI agents

13x

YoY growth in orders from AI searches on Shopify. AI traffic up 8x

Source: Shopify Q1 2026 earnings (SEC filing)

50M

shopping queries per day in ChatGPT

Source: OpenAI Economic Research, 2026

$3–5T

projected global agentic commerce by 2030. $900B–1T in US B2C alone

Source: McKinsey, October 2025

And it converts: AI-referred traffic converts 54% better than non-AI sources.Source: Adobe, May 2026

Most stores aren't losing these buyers because their products are worse. Agents simply can't read their pages. That part is fixable in weeks.

The four steps

Connect. Enrich. Price. Win.

No manual data entry. No code changes. Connect your store and we handle the rest.

01
🔗
Step 01

Connect

One click. Every AI platform.

Shopifysynced
Product catalogsynced
Pricing & inventorysynced
Fulfillment datasynced

Connect your Shopify, commercetools, or BigCommerce store. LayerTen syncs your product catalog, pricing, inventory, and fulfillment data in minutes.

The onboarding

02
✨
Step 02

Enrich

Fill every gap agents need.

Structured attributes
❌→✅
Taxonomy & categories
❌→✅
Delivery terms
❌→✅
Competitive positioning
❌→✅

Our AI automatically adds structured attributes, standardized taxonomy, machine-readable delivery terms, and competitive positioning.

The magic

03
⚡
Step 03

Price

The optimal offer, every query.

Query context in
Optimal price & terms out
Margin floors enforced
Every decision logged

Every agent query carries context: what the shopper wants, what they'll pay, when they need it. LayerTen computes the optimal offer for each query in real time: price, terms, positioning. Deterministic mathematical optimization, not an LLM guessing. Every offer stays inside guardrails you define: margin floors, inventory limits, MAP rules. Every decision is logged and auditable.

The engine

04
🏆
Step 04

Win

Track, compare, improve.

Prompt rank
Share of shelf
Win/loss reasons
Fix verified

Track your rank on the questions buyers ask, see why you win or lose each one, and get confirmation when your fixes change the answer.

The payoff

Built on open standards

The protocols powering agent commerce

LayerTen integrates with every major agent commerce standard, so your products are accessible no matter which protocol a buyer agent uses.

Linux Foundation

Unified Commerce Protocol

by Linux Foundation

UCP

An open standard for exchanging product, pricing, and availability data between merchants and AI agents in a structured, machine-readable format.

Commerce Foundation

Agent Commerce Protocol

by Commerce Foundation

ACP

Defines how AI buyer agents discover, negotiate with, and transact through seller endpoints, enabling automated purchasing workflows.

Google

Agent-to-Agent Protocol

by Google

A2A

Google's open protocol enabling AI agents to communicate, negotiate, and coordinate tasks with each other across platforms and vendors.

Anthropic

Model Context Protocol

by Anthropic

MCP

Anthropic's open standard that lets AI models securely connect to external data sources, tools, and APIs: the foundation for agent integrations.

Stripe & Partners

Agent Payment Protocol v2

by Stripe & Partners

AP2

A secure payment orchestration layer that allows AI agents to initiate, authorize, and complete transactions on behalf of users.

Visa

Visa Token & Agent Payments

by Visa

Visa TAP

Visa's framework for enabling AI agents to make secure, tokenized payments using existing Visa infrastructure and merchant networks.

Real-World Example

Same serum.
Two very different answers.

The Ordinary Niacinamide 10% + Zinc 1%

The Ordinary

Niacinamide 10% + Zinc 1%

One of the most-searched serums in the US.
Sold in two places.

30mL, from $6#1 Blemish Serum9,000+ Reviews

When a shopper asks an AI agent where to buy it, only one store gets the recommendation.

Here's why.

The same product on two real websites

sephora.com/product/the-ordinary-niacinamide
The Ordinary Niacinamide 10% + Zinc 1%
Skincare > Serums
The Ordinary Niacinamide 10% + Zinc 1%
$6.00 to $11.70
OilyCombinationNormal
★★★★☆4.3 (9,000+)
Paraben-FreeCruelty-FreeFragrance-Free
15 structured attributes. AI can read, compare, and recommend
jomashop.com/the-ordinary-ladies-niacinamide.html
The Ordinary Niacinamide 10% + Zinc 1%
Ladies
The Ordinary Ladies Niacinamide 10% + Zinc 1% 769915190431
Blank shell. Page only renders with JavaScript, so AI skips this store

Jomashop, a major US retailer with a huge catalog, sells the exact same serum. But look at what the AI agent actually sees ↓

What the AI agent extracts from each store

Sephora exposes 15+ structured attributes: skin type, concerns, ingredients, ratings from 9,000+ reviews, return policy, GTIN, category hierarchy. An agent can verify everything it needs to recommend with confidence. Jomashop's page, fetched by an agent, is a blank shell. It only renders with JavaScript.

sephora.comWhat the AI agent sees
ProductNiacinamide 10% + Zinc 1%
BrandThe Ordinary
Price$6.00 (30mL) / $11.70 (60mL)
Rating★★★★☆ 4.3 (9,000+ reviews)
Skin TypeOily, Combination, Normal
ConcernsPores, Oiliness, Texture
IngredientsNiacinamide, Zinc PCA
Free OfParabens, Sulfates, Phthalates
Cruelty-FreeYes
FragranceFragrance-Free
ShippingFree, 3–8 days
Returns30-day free returns
GTIN769915190431
CategorySkincare > Serums > Blemish
Images3 product photos
Match score: 15 / 15 attributesAI RECOMMENDS THIS STORE
jomashop.comWhat the AI agent sees
Product“The Ordinary Ladies Niacinamide 10% + Zinc 1%”, watch-template title
BrandThe Ordinary
PriceBlank. Renders only with JavaScript
RatingBlank. Renders only with JavaScript
Skin TypeNo data in fetched HTML
ConcernsNo data in fetched HTML
IngredientsNo data in fetched HTML
Free OfNo data in fetched HTML
Cruelty-FreeNo data in fetched HTML
FragranceNo data in fetched HTML
ShippingBlank. Renders only with JavaScript
ReturnsNo data in fetched HTML
GTINStuffed into the product title
Category“Ladies”, watch-catalog template
Images1 photo
Match score: 1 / 15 attributesAI SKIPS THIS STORE

What does “a blank shell” mean?

When an AI agent fetches Jomashop's product page, it gets a page that only renders with JavaScript. No price. No stock status. No ingredients. And the little data that does exist comes from a watch-catalog template. The product title literally reads “The Ordinary Ladies Niacinamide 10% + Zinc 1%,” with the barcode stuffed into the title.

jomashop.com, HTML as fetched by an agent (no JavaScript)

<title>The Ordinary Ladies Niacinamide 10% + Zinc 1% 769915190431</title>

<div id="root"></div>

<script src="/static/js/main.js"></script>

// price: not present  // stock: not present  // ingredients: not present

The agent never sees:PriceStock statusIngredientsReviewsReturns

Same serum. Same brand. Same formula.

Sephora matches on 15 attributes. Jomashop matches on 1.

The agent picks Sephora. Every time.

This isn't a small-store problem. It's a data problem. and size doesn't protect you.

This is exactly what LayerTen fixes.

We take your existing product data, the information already on your pages, and structure it so AI agents can read, compare, and recommend your products.

No manual data entry. No code changes. Connect your store and we handle the rest.

Data as observed in March 2026. Product availability and structured data may change. Sephora and Jomashop are not affiliated with LayerTen.

UCP + LayerTen

UCP is the highway. LayerTen is the exit to your store.

UCP (Unified Commerce Protocol) is an open standard, in production with Walmart, Target, Wayfair, and Gap, backed by Visa, Mastercard, Amex, Stripe, and PayPal, that lets AI agents read a merchant's catalog and complete checkout without a human browser. Shopify, WooCommerce, and others are rolling out native UCP support, so millions of stores are about to become transactable overnight.

That's the floor, not the ceiling. Every store with UCP still competes for the same recommendation slot inside ChatGPT, Gemini, Perplexity, and Claude. That's where LayerTen lives.

01
UCP

Solves checkout.

The floor: it makes you transactable. Agents can read your catalog, build a cart, and complete a purchase, if you expose a UCP endpoint.

The floor

02
LayerTen

Wins the deal.

The brain: it reads each query's context and produces the offer that gets chosen: the right product, the right data, the right price.

The brain

03
Together

You capture revenue.

Transactable + chosen = conversion. The store the AI actually sends a buyer to, and the one that can close the sale when it arrives.

The upside

How we work

Built and run by the team that builds it.

You work directly with the people who build LayerTen. There is no account manager in between, and you are not handed off to an agency.

The product is shaped by a small group of early merchants whose catalogs we work on directly. What ships is what their stores actually needed, not a roadmap written in advance.

LayerTen is built on the open standards agent commerce runs on, so your product data stays portable across every agent platform rather than locked to ours.

Shopify Partner

E-commerce ecosystem

Open standards

UCP, ACP, MCP

Istanbul & New York

Where we build

Early partner program

A small group of merchants

How do you stack up against competitors in AI agent visibility?

Enter your store URL. We'll analyze how AI shopping agents rank you across ChatGPT, Gemini, Perplexity, and Google AI Overviews.

Free · No credit card · Results in about 10 minutes

Working with a small group of early commerce partners.

Your data is never shared. See our privacy policy.