Built for Shopify stores
Your store was built for humans. Your next customer is an AI agent.
Knotly's agents turn every product page into data that ChatGPT, Gemini and Perplexity can read, recommend and buy from. No replatforming.
Built in Singapore by operators from X, Kakao.
Trail Runner 2
Weekender Tote
Studio Headphones
Trail Runner 2
Weekender Tote
Studio Headphones
TODAY · WHAT SHOPPERS SEE
Trail Runner 2
$129
Our best-selling trail runner. Light, grippy, great for long days.
What an AI agent can read:
✕ sizes ✕ fit ✕ stock ✕ returns ✕ checkout
“A shoe. No sizes, no return terms, no way to buy.”
WITH KNOTLY · WHAT AGENTS UNDERSTAND
8 fields · agent-ready ✓
category Trail running shoe ← title
fit Regular, Wide ← size chart
sizes EU 40–44 ← size chart
weight 268 g (EU 42) ← spec PDF
terrain Rocky, muddy, mixed ← reviews
stock In stock, ships 24h ← inventory
returns Free, 30 days ← returns.pdf
checkout ACP, in-chat buy ← KnotlyAI · “Trail Runner 2 comes in wide fit, $129, in stock in your size. Free 30-day returns. Want me to buy it?”
Shoppers are asking agents what to buy. Agents cannot read your store.
01
Discovery moved.
ChatGPT, Perplexity, Gemini and Copilot answer "what should I buy" with a shortlist. If your products are not in it, the sale is gone before your site loads.
02
Checkout is moving too.
OpenAI's Agentic Commerce Protocol and Google's Agent Payments Protocol let an agent complete a purchase inside the chat. Stores that do not speak the protocol cannot be bought from.
03
Your SEO stack does not cover this.
Rankings, backlinks and page speed are human-era metrics. Agents need structured product data, machine-readable policies and content built to be cited.
How it works
Three layers between your store and every AI agent.
No replatforming. Set up and run by AI agents, so your team does not have to.
01 · Agent-ready store
Turn a human-centric storefront into one agents can read, trust and buy from.
ACP product feed · checkout, price and stock endpoints · schema.org, llms.txt and policies kept correct as the catalog changes
02 · Machine-readable content and a GEO plan
Get your products cited when LLMs answer buying questions.
Audit of how each model describes your brand · comparison pages, spec sheets, FAQs, review summaries · written GEO plan with owners and a monthly scorecard
03 · Run by AI agents
Knotly's agents do the work and keep it current, with your team approving, not executing.
Catalog, content and schema updated when products change · weekly visibility report · human review on anything customer-facing
Before and after.
The same product page, read by an agent.
BEFORE: a human-ready product page
<p>Our best-selling trail runner. Light,
grippy, great for long days.</p>
<img src="size-chart.png">
<a href="returns.pdf">Return policy</a>
<div id="price-widget"></div>
What an agent reads:
a shoe. No sizes, no return terms,
no price, no way to buy.AFTER: the same page, agent-ready
{
"@type": "Product",
"name": "Trail Runner 2",
"fit": ["regular", "wide"],
"sizes": ["40", "41", "42", "43", "44"],
"price": 129, "currency": "USD",
"availability": "InStock",
"returns": { "days": 30, "cost": "free" },
"checkout": "acp://yourstore.com/checkout"
}
What an agent answers:
"Trail Runner 2, wide fit, $129, in stock,
free 30-day returns. Buy it?"Who it is for
Built for brands that sell on their own terms.
Mid-market DTC brands and the teams that run them.
Head of Ecommerce
Protect revenue as discovery moves to agents.
Growth and Performance lead
A new acquisition channel with no CPC.
Ecommerce platform or agency
Offer agent readiness to every merchant you serve.
Simple pricing, no replatforming.
Launch to get agent-ready. Managed to have it run for you.
Launch
Ask
Brands getting agent-ready for the first time
✓ Readiness audit
✓ ACP catalog mapping
✓ Structured data: schema.org, llms.txt, policies
✓ A written GEO plan with priorities and owners
✓ No replatforming
Managed
Ask
Brands that want it run for them
✓ Everything in Launch
✓ Agents run content, catalog and reporting monthly
✓ Weekly visibility report
✓ Human review on anything customer-facing
✓ Your team approves, Knotly executes
Be the store the agent recommends.
30 minutes. We will show you how agents see your store today and what it takes to be chosen.