Red Pin Geek · The Foundation Gap
The AI X-Ray
Your product descriptions are written for humans. But AI shopping agents do not read the way humans do. Paste a description below and see exactly what an AI can extract, and how much of your story is invisible to it.
0 words
What AI can readWhat is invisible to AI
What you wrote (what a person sees)
What an AI agent can extract
This is the gap that decides who gets recommended.
The full walkthrough on how to interpret your score, the three-move fix that doubles what AI extracts, and the platform-specific notes for Shopify and Squarespace live on the Premium Substack. Want this done across your full catalog instead? My Packages handle the rewrite, the schema, and the implementation in your voice.
The AI X-Ray · a free diagnostic from Red Pin Geek
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