AI-Ready by Kinetic Workflows

See how AI shopping agents perceive your product catalogue. Enter any URL — we'll scan, score, and show you exactly where your product data helps or hurts AI-driven discovery.

How it works

1. Enter a URL

Paste any product page or store URL. We fetch and parse the page's structured data, Open Graph tags, and Shopify product JSON.

2. We scan and score

Our engine runs 13 deterministic rules across 6 dimensions: identity, classification, specifications, variants, commerce, and trust.

3. See your score

Get an overall AI-readiness score plus per-dimension breakdowns. Each finding includes a merchant-friendly explanation.

4. Fix and improve

Each issue links to actionable recommendations. Improve titles, descriptions, structured data, and pricing for better AI discovery.

Why AI-readiness matters

AI shopping agents (Perplexity Shopping, Google Shopping AI, ChatGPT with browsing, and emerging AI marketplace assistants) read your product data just like a human shopper — but they can only see what your structured data tells them. If your titles are vague, your descriptions are thin, or your variants are indistinguishable, AI agents will misrepresent your products to potential buyers.

Our 6-dimension scoring framework evaluates what matters most to these agents:

  • Identity — Can an AI uniquely identify and reference this product?
  • Classification — Does the AI know what kind of product it is?
  • Specifications — Are the key specs clear and complete?
  • Variants — Can the AI distinguish between options like size and colour?
  • Commerce — Is price and availability unambiguous?
  • Trust — Is the content complete or full of placeholders?