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AI commerce, GEO & AEO

AI commerce: being found and bought through AI

Updated 1 October 2026 · Pludor team · 2 sources

AI commerce is buying and selling through AI assistants instead of traditional search - and to show up, sellers need machine-readable product data (feeds, APIs, MCP) that AI systems can read and trust. Pludor publishes every store's live products automatically as an AI shopping feed, a knowledge API and an MCP server, so any product with a real image and price is discoverable by AI assistants with no extra work.

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AI commerce is buying and selling where people ask an AI assistant instead of searching: "find me a birthday gift under $40", "book a detailer near me on Saturday". For a seller it means product data an AI can read and trust - prices, stock, descriptions - in formats AI systems use. Pludor publishes every store's live products as an AI shopping feed, a knowledge API and an MCP server, and shoppers can buy through Pludor's own AI chat.

What you need

  • What Pludor publishes: AI shopping feed, per-store Google Shopping feed, knowledge API, MCP server, llms.txt, AI commerce manifest
  • Kept current: Feeds are built live from the catalog on each request
  • Agent access today: Read-only: search, product details, alternatives, comparisons; checkout on a user's behalf is not exposed externally yet
  • For sellers: Automatic - every product with a real image and price is included

Beginner mistakes to avoid

  • Pludor makes products readable to AI systems; ChatGPT, Google, Perplexity and others decide what they show.
  • External agents are read-only today - they cannot check out on a shopper's behalf yet.
  • Products need a real image and price to be included in feeds.

Common questions

What is AI commerce and how does it work?

AI commerce is buying and selling where people ask an AI assistant instead of searching - like "find me a birthday gift under $40". For sellers it means having product data an AI can read and trust: prices, stock and descriptions in formats AI systems use. Pludor publishes every store's live products as an AI shopping feed, a knowledge API and an MCP server automatically.

How do I get my products to show up in ChatGPT?

You need machine-readable product data that AI systems can find and trust. List each product with a real image, accurate title, description and price, and keep stock status current, because AI systems repeat what you publish. On Pludor this happens automatically - every product with a real image and price is included in the AI shopping feed, no extra setup.

Can AI agents actually buy things for shoppers yet?

Mostly not yet - external AI agents are read-only today, meaning they can search and read products but can't check out on a shopper's behalf. On Pludor, shoppers can buy through Pludor's own AI chat, which always asks before it spends. So focus first on making your products readable and comparable by AI.

What is an MCP server and why does my store need one?

MCP (Model Context Protocol) is an open protocol that lets AI clients like Claude call tools on your site - for example, search products or get product details. Without it, an AI assistant can't reliably query your live catalog. Every Pludor store gets a read-only MCP server automatically, with product search and product detail tools.

Do I need to build a product feed myself as a small seller?

No, if you're on Pludor - every product with a real image and price is included in the AI shopping feed automatically. Pludor also generates a per-store Google Shopping XML feed accepted by Google Merchant Center, Meta and TikTok catalogs. You just keep your titles, descriptions, prices and stock accurate.

What's the difference between GEO and AEO?

GEO (Generative Engine Optimization) is about getting your business cited by AI assistants like ChatGPT, Perplexity and Gemini. AEO (Answer Engine Optimization) is about writing pages that become the answer in AI and search results. Pludor offers free audit tools for both, so you can check if your page is ready to be cited.

How much does it cost to get my products into AI shopping feeds?

On Pludor, nothing extra - the AI feed, knowledge API and MCP server are generated automatically for every store, and the free plan includes a store, checkout and product pages with no card required. Pludor charges a platform fee of 4.99% + $0.90 per paid online order, and you only pay for usage past the monthly free amounts.

Is it safe to let AI agents access my store's data?

Yes, when the access is read-only. Pludor's external endpoints - the feed, knowledge API and MCP server - are all public and read-only, so agents can search and read products but can't place orders or change anything. Checkout on a user's behalf isn't exposed to external agents yet, and Pludor's own AI chat always confirms before spending.

What product information do AI assistants actually use when recommending products?

They use whatever you publish: titles, descriptions, prices, stock status and images. AI systems repeat what you publish, so accurate titles and descriptions matter, out-of-stock items should be marked as such, and images should honestly show the product since AI shopping surfaces display your photos.

Can I check whether ChatGPT can already find and recommend my business?

Yes - Pludor has a free "Get your business on ChatGPT" tool where you enter your business and see how to show up when people ask AI what to buy. It's free to try with 8 runs an hour and no account needed. There's also a free AI agent readiness audit that checks whether an AI agent can read your site.

What is agentic commerce?

Shopping carried out by an AI agent for a person - searching, comparing and, with permission, buying. It needs machine-readable product data and a safe way to check out.

Can AI agents buy from Pludor stores?

Agents can search and read products through the feed, API and MCP server today. Checkout on a user's behalf is not exposed to external agents yet; shoppers can buy through Pludor's own AI chat, which confirms before spending.

Do I have to do anything to be in the AI feed?

No - every product with a real image and price is included automatically.

Is this an industry standard?

The AI shopping feed follows the OpenAI Agentic Commerce Protocol product shape; MCP is an open protocol; the manifest is Pludor's own convention.

What is the commerce layer for AI?

The data and endpoints that let AI assistants find, compare and eventually buy products: product feeds, a knowledge API, an MCP server and a manifest that describes them. Pludor publishes all four for every live product.

Going further: scale and grow

Why it matters for independent sellers

Array

Doing this on Pludor

Pludor gives independent businesses and creators the tools the giants have - store, POS, AI receptionist, AI Studio, live selling and a marketplace.

Pludor at a glance

What Pludor publishes
AI shopping feed, per-store Google Shopping feed, knowledge API, MCP server, llms.txt, AI commerce manifest
Kept current
Feeds are built live from the catalog on each request
Agent access today
Read-only: search, product details, alternatives, comparisons; checkout on a user's behalf is not exposed externally yet
For sellers
Automatic - every product with a real image and price is included

The live endpoints

All public and read-only. AI clients and developers can use them today.

WhatWhereFormat
AI shopping feedpludor.com/ai/products.jsonlJSON Lines in the OpenAI Agentic Commerce Protocol product shape, built live from the catalog
Per-store product feedpludor.com/feeds/products.xml?tenant={store}Google Shopping XML, accepted by Google Merchant Center, Meta and TikTok catalogs
Knowledge APIpludor.com/api/knowledgeJSON: products, alternatives, compare, product answers, stores, capabilities, pains, pricing
AI commerce manifestpludor.com/.well-known/pludor-commerce.jsonJSON describing the feed, APIs and MCP server - Pludor's own convention
MCP serverURL listed in the manifestModel Context Protocol server with product search and product detail tools (read-only, no auth)
llms.txtpludor.com/llms.txtPlain-text summary of Pludor for language models

External agents are read-only today - checkout and order placement on a user's behalf are not exposed yet.

Limitations to know

  • Pludor makes products readable to AI systems; ChatGPT, Google, Perplexity and others decide what they show.
  • External agents are read-only today - they cannot check out on a shopper's behalf yet.
  • Products need a real image and price to be included in feeds.

Pludor features behind this

Free to start - no card, no item limit. Pay only for what you use past the monthly free amounts.

Put my products in the AI feed

Sources

  1. Pludor facts
  2. Pludor pricing

Checked 1 October 2026. Fees and rules change; follow the links for the latest.

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