Product/product/agent-ready-record

An agent-ready product record.
Update once. Accurate everywhere.

When buyers ask detailed product questions on your website, in your conversational store, or inside ChatGPT and Claude, they need precise specs, pricing, and availability. AO provides a single shared product record structured for both human shoppers and AI assistants.

The challenge

Scattered product descriptions lead to conflicting answers.

Merchants often maintain product data across multiple silos: inventory plugins, static landing pages, help center articles, and PDF spec sheets. When a customer asks an AI assistant about fitment, compatibility, or tier options, external models piece together fragmented snippets from the web.

The result? Hedged answers, outdated pricing, or missed sales opportunities. You shouldn't have to rewrite your entire website just to make your products understandable to conversational buyers.

Capabilities

Designed for merchants who sell products worth explaining.

Single Source of Truth
One product record for all channels

Your website, your conversational store, and connected assistants all read from the exact same structured product records you control.

Agent-Ready Structure
Optimized for precise retrieval

Provide clear attribute metadata, power ratings, tiers, and upgrade paths so assistants give direct answers instead of guessing.

Merchant Rules Retained
Your commercial terms

Retain complete authority over pricing tiers, availability rules, and customer purchase restrictions across every conversational interaction.

Explore the cluster

Continue exploring owned conversational commerce

Conversational Store
Customer-facing store experience

Discover how shoppers engage with your brand on your own domain through an intelligent conversational storefront that keeps your existing website intact.

Product Information Consistency
Solving description drift

Learn how shared product records eliminate discrepancies between static web pages and assistant answers.