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An AI product feed, built live from your store

Updated 1 October 2026 · Pludor team · 2 sources

An AI product feed is a machine-readable list of products - title, description, price, availability, images, links - in a format AI shopping systems can ingest. Pludor publishes one for every store automatically: a JSON Lines feed in the OpenAI Agentic Commerce Protocol product shape, plus a Google Shopping XML feed per store that Google, Meta and TikTok catalogs accept.

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An AI product feed is a machine-readable list of products - title, description, price, availability, images, links - in a format AI shopping systems can ingest. Pludor publishes one for every store automatically: a JSON Lines feed in the OpenAI Agentic Commerce Protocol product shape, plus a Google Shopping XML feed per store that Google, Meta and TikTok catalogs accept.

What you need

  • AI feed: pludor.com/ai/products.jsonl - JSON Lines
  • Per-store feed: pludor.com/feeds/products.xml?tenant={store} - Google Shopping XML
  • Freshness: Generated from the live catalog on each request
  • Included: Every product with a real image and price

Beginner mistakes to avoid

  • Products need a real image and price to be included.
  • Ad campaigns on Google, Meta and TikTok are run and billed there.
  • Inclusion in any AI system is that system's decision.

How to do it

How to use the per-store feed

  1. Copy your feed URL: pludor.com/feeds/products.xml?tenant=your-store
  2. Add it to Google Merchant Center: As a scheduled fetch - products then qualify for Google Shopping listings.
  3. Or to Meta Commerce Manager / TikTok Catalog: For shop tabs and catalog ads.
  4. Keep product identifiers filled in: Brand, GTIN, MPN and SKU improve matching.

Common questions

What is an AI product feed and why do I need one?

It's a machine-readable list of your products - title, description, price, availability, images and links - formatted so AI shopping systems can ingest it. Without one, AI assistants can't reliably read or match your products when shoppers ask. Pludor publishes one automatically for every store, generated live from your catalog.

How do I get my products into ChatGPT and other AI shopping assistants?

You need a feed AI systems can read, with complete titles, descriptions, prices, availability and images. Pludor publishes a JSON Lines feed in the OpenAI Agentic Commerce Protocol product shape at pludor.com/ai/products.jsonl, built live from your catalog. Note that inclusion in any AI system is ultimately that system's decision.

Do I have to manually update my product feed?

No, not with Pludor - its feeds are generated from your live catalog on every request, so they're always fresh. If you use another platform, you'd typically export a feed and re-upload or schedule fetches. Either way, keep product details like price and stock accurate in your catalog itself.

Can I use the same feed for Google Shopping, Meta and TikTok?

Yes. Pludor gives each store a Google Shopping XML feed at pludor.com/feeds/products.xml?tenant=your-store, which Google Merchant Center, Meta Commerce Manager and TikTok catalogs all accept. Add it as a scheduled fetch in each platform. The ad campaigns themselves are run and billed on Google, Meta or TikTok.

What fields does a good product feed need?

The essentials are title, description, price with currency, availability, and a real image - offers without a price are skipped and out-of-stock items get dropped. Identifiers like brand, GTIN, MPN and SKU also help systems match the same product across sources. In Pludor you set these in your product fields and the feed picks them up automatically.

Is it free to create a product feed?

On Pludor, yes - feeds are included with every store, and you can start with a free store that gets 500 free credits for tools and AI. Other platforms may charge for feed apps or plugins. If you just want to test the idea, Pludor's Product Description Generator is free to try with 8 runs an hour and no account needed.

What's the difference between a Google Shopping feed and an AI product feed?

A Google Shopping feed is XML formatted for Google Merchant Center (and accepted by Meta and TikTok), while an AI feed is typically JSON formatted for AI shopping assistants to read. Pludor generates both for every store - the XML per-store feed for ad platforms, and a JSON Lines feed in the OpenAI Agentic Commerce Protocol shape for AI systems.

Can AI agents actually buy products through a feed?

Not yet - Pludor's external agents are read-only today; checkout and order placement on a user's behalf are not exposed. What agents can do is search and read product details. Pludor also offers an MCP server with product search and product detail tools, plus a Knowledge API, so AI clients can query live products.

Why are some of my products missing from the feed?

The most common reason is a missing image or price - products need both a real image and a price to be included. Check that each product has a photo, a price with currency, and availability set. In Pludor, every product meeting those requirements is included automatically.

How do developers connect an AI assistant to a live product catalog?

Point the assistant at a machine-readable feed or API. Pludor exposes a public, read-only JSON Lines feed, a Knowledge API at pludor.com/api/knowledge, and an MCP server with product search and detail tools requiring no auth. There's also a manifest at pludor.com/.well-known/pludor-commerce.json describing the feed, APIs and MCP server.

What format is the AI feed?

JSON Lines following the OpenAI Agentic Commerce Protocol product shape.

Do I have to maintain it?

No - it is generated from your live catalog on every request.

Can I use the feed for Google Shopping?

Yes - use your store's Google Shopping XML feed in Merchant Center.

Is it free?

Yes - feeds are included with every store.

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

AI feed
pludor.com/ai/products.jsonl - JSON Lines
Per-store feed
pludor.com/feeds/products.xml?tenant={store} - Google Shopping XML
Freshness
Generated from the live catalog on each request
Included
Every product with a real image and price

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

  • Products need a real image and price to be included.
  • Ad campaigns on Google, Meta and TikTok are run and billed there.
  • Inclusion in any AI system is that system's decision.

Pludor features behind this

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

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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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