AI Shopping Readiness Quick Check

The 5-Minute AI Shopping Readiness Quick Check

Use this free check to spot whether your Shopify product data is clear enough for AI-assisted shopping, product feeds, and comparison surfaces to understand.

How to use it

Pick 3-5 important products from your Shopify store. Score each question from 0 to 2 for every product: 0 = no, 1 = partially, 2 = yes. Maximum score: 10 points.

The 5 questions

  1. Specific product type: Does the title name the exact product type, instead of a generic label like "Shoes", "Candle", or "Accessory"?
  2. Buyer-relevant attributes: Does the product data include the material, size, compatibility, feature, or other attribute a buyer would use to compare options?
  3. Useful description: Does the description explain what the product is, what it is made of or compatible with, who it is for, and when to use it?
  4. Variant consistency: If the product has variants such as color, size, or format, are they named consistently and kept separate from the base product title when needed?
  5. AI-readable trust context: Could an AI shopping assistant confidently identify the product type, key attribute, use case, category, and any trust or limitation details without guessing?

How to read your score

  • 8-10: Solid foundation. Your product data is in reasonably good shape.
  • 5-7: Workable, but there are clear gaps worth addressing.
  • 0-4: High cleanup priority. Your titles, descriptions, attributes, or variants are likely too vague for confident discovery and comparison.

Turn the score into a cleanup plan

The Starter Kit expands this preview into a 4-tab Excel scorecard with 7 scoring dimensions, a weighted 0-100 score, A-D grade, weakest-dimension diagnosis, and 44 copy-paste prompts for Shopify product titles and descriptions.

View the Starter Kit

This quick check does not guarantee search rankings, AI shopping visibility, or revenue results. It is a starting point for identifying where product data could be clearer.