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UCP Fundamentals

What AI Shopping Agents Need From Your Store

Learn what features AI assistants like ChatGPT and Google look for when deciding whether to recommend your store and complete purchases.

Josh, Founder at Noema
January 12, 2026
UCP capability negotiationUCP capabilitiesagent merchant negotiationUCP feature discoveryagentic commerce negotiation

What AI Shopping Agents Need From Your Store

When ChatGPT, Google AI, or Perplexity helps a customer shop, the first thing they check is: "Can I actually help this customer buy from this store?"

If your store doesn't have what the AI needs, it might skip recommending you entirely—or send customers to a competitor who's better prepared.

The Quick Conversation AI Has With Your Store

Think of it like a phone call between the AI and your store:

AI: "Hey, I have a customer who wants to buy running shoes. Can you show me your products, let me check out, and tell me about shipping?"

Your store: "I can show you products and handle checkout, but I can't provide shipping estimates automatically."

AI: "Okay, I can work with that, but I'll have to send the customer to your website to see shipping options."

This "conversation" happens automatically in milliseconds. The more your store can do, the smoother the customer experience—and the more likely AI will recommend you.

What Every AI Shopping Agent Needs

The Must-Haves

Every AI assistant needs these basics to work with your store:

  1. Product catalog access – The AI needs to see and search your products
  2. Checkout capability – The AI needs to complete purchases

Without these, AI assistants can't help customers buy from you at all.

The Nice-to-Haves (That Really Matter)

These features aren't required, but they dramatically improve the customer experience:

FeatureWhat It DoesWhy It Matters
Shipping infoShows delivery options and timingCustomers won't buy without knowing when it arrives
Inventory levelsShows what's in stockPrevents disappointing "out of stock" moments
Return policyExplains how returns workBuilds trust, especially for first-time buyers
Order trackingLets customers check statusReduces "where's my order?" support requests
Loyalty programsApplies rewards and pointsKeeps existing customers happy

What Happens When Features Are Missing

Best Case: Everything Works Smoothly

Your store supports all the features the AI needs. The AI can:

  • Show products with accurate inventory
  • Quote shipping times and costs
  • Process payment and complete checkout
  • Answer questions about returns

Result: High conversion, happy customers, minimal support tickets.

Okay Case: Some Bumps in the Road

Your store is missing some features. The AI has to:

  • Send customers to your website for certain steps
  • Say "I'm not sure" to some questions
  • Hand off complex orders entirely

Result: Some customers complete purchases, but others give up during handoffs.

Worst Case: AI Can't Help

Your store doesn't support basic requirements. The AI:

  • Can't show your products to customers
  • Can't process any purchases
  • Recommends competitors instead

Result: You're invisible to AI shoppers.

What Different AI Assistants Look For

Not all AI shopping agents have the same requirements:

ChatGPT Shopping

  • Must have: Products and checkout
  • Strongly prefers: Shipping, returns, inventory
  • Nice to have: Loyalty programs

Google AI Shopping

  • Must have: Products, checkout, AND order tracking
  • Strongly prefers: All available features
  • Sets a higher bar than other agents

Perplexity Buy

  • Must have: Products and checkout
  • Strongly prefers: Shipping info
  • More flexible on other features

How to Make Your Store AI-Ready

Priority 1: Cover the Basics

Make sure AI can see your products and process checkouts. This is table stakes.

Priority 2: Add Shipping Information

This is the single most impactful feature after the basics. Customers won't buy if they don't know when it arrives.

Priority 3: Show Real-Time Inventory

Nothing frustrates customers more than trying to buy something that's out of stock.

Priority 4: Explain Your Return Policy

Clear return policies build trust and increase conversion—especially for new customers.

The Bottom Line

AI shopping agents are like picky business partners. They want to help customers buy from you, but only if you make it easy for them. The more features you support, the more likely AI will recommend you—and the more sales you'll close.

Related Reading


Check which AI features your store supports in the Noema dashboard.


Want to see how your store scores? Run a free AI readiness scan and get your store's AI visibility report in 60 seconds.


About the Author: Josh is the founder of Noema, an AI commerce observability platform that helps e-commerce brands understand how AI shopping agents see their products. Noema has scanned 80,000+ Shopify stores to build the industry's most comprehensive AI readiness benchmarks.

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