AEO & GEO Checklist for E-Commerce: 15 Steps to AI Search Readiness

E-commerce sites have unique AEO challenges. Product pages, category pages, and shopping-intent queries all behave differently in AI search. This checklist covers the 15 most impactful optimizations you can make for an online store.

Product Pages

1. 1.Add Product schema (JSON-LD) — Include name, description, price, availability, brand, SKU, and aggregate rating. AI engines extract this structured data directly.
2. 2.Write a 40-60 word product summary — Place it right after the product name. Answer "What is [product]?" in a way AI engines can quote. Don’t lead with marketing fluff.
3. 3.Add FAQ schema to product pages — Answer common questions: "What’s the return policy?", "Does this work with [X]?", "What’s included?" AI engines love extractable Q&A.
4. 4.Use semantic HTML for descriptions — Wrap product descriptions in <article>, use <section> for specs vs. reviews, and use proper heading hierarchy.
5. 5.Include Review schema — Aggregate ratings and individual review markup help AI engines assess product credibility and include rating context in their answers.

Category Pages

1. 1.Write category introduction paragraphs — Don’t just list products. Add a 50-100 word explanation of the category that answers "What are the best [category]?" questions AI users ask.
2. 2.Add BreadcrumbList schema — Helps AI engines understand your site’s hierarchy and navigate between categories.
3. 3.Include comparison content — Brief comparison tables or "How to choose" sections give AI engines structured content to extract for comparison queries.

Site-Wide Optimizations

1. 1.Allow AI bots in robots.txt — Check that GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot, and other AI crawlers are not blocked.
2. 2.Create an llms.txt — Describe your store, key product categories, and what makes you different. Link to your most important pages.
3. 3.Add an FAQ page with FAQPage schema — Cover shipping, returns, sizing, payment methods. These are among the most-asked questions in AI search.
4. 4.Implement HowTo schema on guides — If you have "How to choose [product type]" or "How to use [product]" guides, mark them up with HowTo structured data.
5. 5.Optimize site search for AI — Use descriptive, keyword-rich URLs (/shoes/running-shoes vs. /category/123). AI crawlers extract meaning from URL structure.
6. 6.Build a knowledge hub — Create buying guides, comparison posts, and how-to content. E-commerce sites with content hubs significantly outperform product-only stores in AI search.
7. 7.Update content regularly — AI engines favor fresh content. Update product descriptions, FAQ answers, and guides when products or policies change.

Quick Wins for Shopify Stores

Shopify generates Product schema automatically, but it’s often incomplete. Check that your theme includes price, availability, and rating in the JSON-LD. For FAQ schema, use apps like JSON-LD for SEO or add a custom Liquid snippet. For robots.txt, Shopify allows editing via the theme editor (Settings > Themes > robots.txt.liquid).

Scan Your Store

Run a free AEO scan on your homepage, a product page, and a category page to see where you stand. Each page type will likely have different scores and different issues to fix.