
How to Write Product Descriptions AI Actually Recommends
Most product descriptions are invisible to AI assistants. Learn the specific structure, language, and content that makes AI recommend your products.
Guides on getting your products discovered by Google, AI assistants, and shopping agents.

Answer Engine Optimization (AEO) is how ecommerce brands get cited by AI. Learn how to optimize your product pages for ChatGPT, Perplexity, and AI search.

Most product descriptions are invisible to AI assistants. Learn the specific structure, language, and content that makes AI recommend your products.

AI shopping assistants match buyer constraints, not keywords. Learn exactly how they evaluate and recommend products.

ChatGPT recommends products to millions daily. Learn what makes it choose certain products and how to optimize your listings.

Constraint coverage measures how many buyer questions your product page answers. Learn to measure and improve this critical AI optimization metric.

Adding a 'Not Ideal For' section seems counterintuitive, but it's one of the most effective ways to get AI recommendations and increase conversions.

AI assistants evaluate products by checking if key questions are answered. Here are the 10 questions your product page must address to get recommended.

WebMCP is Google's new protocol for AI agents. Here's what Shopify store owners need to know about WebMCP, when to expect support, and how to prepare now.

WebMCP lets AI agents interact with your online store through structured tools. Learn what it means for ecommerce and how to prepare.

Your products aren't showing up in AI recommendations. Here's exactly why ChatGPT, Perplexity, and other AI assistants skip certain products—and how to fix it.