AI Doesn't Read Tags Like a Search Engine

Stop optimizing your Etsy tags for AI visibility. That's the first thing you need to know. When ChatGPT, Claude, or Gemini recommend products to users, they're not scanning your keyword tags like Google does. They're reading your product description and title as natural language—the way a human would.

This means your 13-character tag "handmade leather wallets" does almost nothing for AI recommendations. Your 200-word product description does everything.

AI Wants Specificity, Not Keywords

Here's the insight that changes everything: AI recommendations work best when your description answers the specific problem your product solves. Not in marketing language. In actual, boring, specific details.

Compare these two descriptions:

Bad for AI: "Beautiful handmade leather wallet. Premium quality. Perfect gift. Ethically sourced."

Good for AI: "Leather bifold wallet that holds 4-6 cards plus bills without a money clip. Made from vegetable-tanned Italian leather that develops a patina over 6-12 months. Fits in a front pocket without the bulk of thick wallets."

The second one works because when someone asks an AI, "Find me a thin leather wallet that will fit in my jeans pocket," the AI can match the specific constraints in your description to their specific need. The first description? It's noise.

Add Context That AI Can't Infer

AI systems struggle with assumptions. If you sell vintage brass door handles, don't assume AI knows they're for cabinet doors or that they're 2 inches in diameter. Say it. "Vintage brass door handle, 2-inch diameter, originally used on mid-century cabinet doors."

Include dimensions, weight, material origin, what problem it solves, and what it's NOT good for. If your candle burns for 40 hours, say that. If your plant pot doesn't have drainage, lead with that so AI knows to recommend it only for users who want precisely that.

Think of your description as answering questions an AI system will ask about your product: What is it made from? How big is it? What was it designed for? What's unusual about it? What won't work with this product?

Why Your Competitors Are Already Doing This

Larger retailers are already shifting Etsy descriptions away from marketing-speak and toward specification sheets. They're not doing it for Google. They're doing it because AI recommendation systems are becoming the discovery channel for products.

When someone uses ChatGPT to find a gift, they're not searching by keyword. They're describing what they need: "I need a small gift for someone who travels a lot and drinks coffee everywhere." AI has to understand your products in that same language.

Right now, most Etsy sellers' descriptions are optimized for the last decade of search. They're playing the wrong game.

Start Here

Pick your top-selling Etsy product. Rewrite the description to be a specification sheet instead of marketing copy. Lead with what it is, what it's made of, what it's for, and what size/weight/capacity it has. You don't need more tags. You need descriptions that make sense to machines that read like humans.

Want to know if your Etsy store is showing up in AI recommendations yet? Check your AI visibility score with VizyReport's free report. It shows you exactly how your products rank when AI systems search—and what you need to fix to win those recommendations.