ChatGPT is already sending buyers to your competitors. Here’s how to fix it.

AI shopping agents are not a future thing. They’re here. ChatGPT, Perplexity, Google AI Overviews, and Amazon Rufus are already answering “where should I buy X” for millions of queries every day. Most stores are invisible to all of them.

Why stores are invisible to AI agents

AI agents parse structured data. They look for Schema.org markup to understand what a product is, what it costs, whether it’s in stock, what people think of it. They look for clean, machine-readable product feeds. They follow patterns established by large retailers.

Most stores, even well-built ones, have incomplete or incorrect schema, no structured product feed beyond a Google Shopping XML, and checkout flows that an agent can’t navigate programmatically.

The five-part AI-agent readiness build

1. Full Schema.org implementation

Product, Offer, AggregateRating, Review, Brand, Organization, FAQ, BreadcrumbList. Every page type gets the right schema. We validate against Google’s Rich Results Test and monitor for regressions weekly.

2. Machine-readable product feed

Beyond Google Shopping. A structured JSON feed that AI crawlers can consume directly — updated in real time as inventory changes, with full attributes (material, dimensions, compatibility, variants).

3. MCP endpoints

Model Context Protocol is the emerging standard for letting AI agents interact with external services. We build basic MCP endpoints that let agents query stock levels, pricing, and availability without scraping your store.

4. Conversational commerce on PDP

An on-site AI widget that answers product questions, compares variants, suggests size guidance, and handles “what’s the difference between X and Y.” Reduces support load and increases conversion on higher-consideration products.

5. Discovery monitoring

We track how often your brand and products appear in ChatGPT, Perplexity, and Google AI Overview responses for relevant queries. We report on it monthly and iterate the schema and content to improve it.

Early results

Clients who completed the full build are seeing 4-8% of new traffic attributed to AI-referred sessions within 90 days. That number is growing fast as AI shopping adoption accelerates.