Checklist

Agent-readiness checklist

Twenty yes-or-no questions to test whether AI shopping agents can find, compare and buy your products. Score your catalog in an afternoon.

Download the checklist (PDF)

Shopping agents read structured data. They don't read your homepage. Answer each question yes or no, count your yeses, and you have a score by the end of the afternoon. The PDF is a printable version with room for notes and owners.

Product data

  1. Every SKU has structured attributes for the ways customers search: size, material, rating, compatibility.
  2. Units, sizes and materials are normalized across suppliers.
  3. Descriptions state facts a buyer can check, not supplier slogans.
  4. Every image has meaningful alt text.
  5. Every product carries a stable ID and a GTIN or equivalent.

Price, stock and delivery

  1. Live price is available through an API or feed, not only on the page.
  2. Stock is available per location.
  3. The delivery promise is machine readable, by destination.
  4. Duties and taxes are shown before payment on cross-border orders.
  5. The price on the page matches the price in your feeds and marketplaces.

Policies and trust

  1. Return terms are structured data, not only a PDF.
  2. Warranty and shipping terms are explicit.
  3. The same policies appear on the site, in feeds and on marketplaces.
  4. Reviews and ratings are marked up so a machine can read them.

Access

  1. Your bot rules say which AI crawlers and agents are welcome, and someone chose that on purpose.
  2. Key product facts are in the page HTML, not loaded later by a script.
  3. Checkout works by keyboard and screen reader. The same structure helps an agent complete it.

Presence

  1. You know which assistants and agent programs matter for your category.
  2. You have a position on open checkout and payment protocols, and a named owner for it.
  3. Someone checks what assistants say about your brand each month.

Your score

  • 17 to 20: agents can work with you today. Spend your effort on presence and on watching what they say.
  • 11 to 16: the gaps are specific and fixable in a quarter. Start with whichever group scored lowest.
  • Under 11: begin with product data. It pays off for on-site search and conversion whether or not agents show up.

Download the checklist (PDF)

Next step

Bring one number you want to move.

Thirty minutes with the founder. You'll leave with a straight answer on whether AI is the right tool for it.

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