Getting started

Introduction

ShelfReady turns any non-Shopify store into a spec-compliant, discoverable, and always-fresh catalog that AI shopping agents can actually read.

What is ShelfReady

AI assistants increasingly recommend specific products to shoppers. To do that reliably they read structured product feeds. If your catalog is missing identifiers, has thin descriptions, or drifts out of date, agents cannot read it with confidence.

ShelfReady sits between your store and these agents. It audits your catalog, helps you fix the gaps with AI-assisted enrichment, and publishes clean, spec-compliant feeds in the formats that matter — so your catalog is compliant, discoverable, and fresh.

Connect

WooCommerce, BigCommerce, Magento, an existing feed URL, a CSV/XLSX upload, or a direct API push.

Audit

Score every SKU against 12 weighted agent-readiness rules and get a graded fix list.

Enrich

Claude drafts titles, descriptions, and brands; nothing applies without your approval.

Publish

Hosted ACP, Google Merchant Center, and JSON-LD feeds at stable tokenized URLs, kept fresh.

Why it matters

Shopify stores get agent-ready feeds almost for free through native integrations. Everyone else — the majority of the long tail of ecommerce — is on their own. ShelfReady closes that gap without requiring a re-platform.

Spec-compliant: feeds render against OpenAI ACP (CSV and JSON), Google Merchant Center (TSV), and schema.org JSON-LD out of the box.
Discoverable: complete identifiers and attributes so agents can match products to shopper intent.
Fresh: scheduled syncs and daily drift monitoring catch price and availability changes before agents see stale data.

ShelfReady makes your catalog compliant, discoverable, and fresh. Whether a given AI surface lists your store is that surface's decision — for example, OpenAI runs its own merchant approval process.

How it works

You connect a source once. ShelfReady ingests your products into a canonical model, re-renders your feeds, runs an audit, and produces a prioritized fix list. You review Claude-drafted enrichment proposals and approve the ones you like. From then on, pull sources re-sync every six hours and feeds re-render automatically after every sync.

You do not need to connect a store to try it. Paste a product URL on the home page to run a free sample audit in seconds, or click through the live demo.

Next steps

Ready to make your catalog agent-ready? Start with the quickstart, then wire up the API.

Quickstart — connect a store and publish your first feed.
Core concepts — readiness scores, rules, and feeds explained.
API reference — automate everything with the REST API (machine-readable spec at /api/v1/openapi.json).