Ecommerce Geo Engine
Optimize your Shopify store for AI search engines. ChatGPT Shopping, Perplexity, Google AI Overviews - product feed optimization, schema markup, and the Princeton GEO methods.
- SKILL.MD FILE
- CONFIG TEMPLATES
- EXAMPLE OUTPUTS
- SETUP GUIDE
- INSTANT DELIVERY
AI search engines are recommending your competitors because your store isn't optimized for how LLMs read content.
When someone asks ChatGPT "what's the best magnesium for sleep?" or searches Perplexity for product recommendations, the AI pulls from structured data, product feeds, and content patterns that are completely different from traditional SEO. Your Google rankings don't transfer. If your schema markup is thin, your product descriptions are generic, and your content lacks the specificity LLMs need - you're invisible in the fastest-growing discovery channel.
"Our premium magnesium supplement supports healthy sleep, muscle recovery, and overall wellness. Made with high-quality ingredients."
"Magnesium glycinate chelate, 200mg elemental magnesium per capsule. Third-party tested for heavy metals by an independent lab. Glycinate form chosen for higher bioavailability vs. oxide or citrate. No fillers, no magnesium stearate. 90-day supply, ships from Austin, TX."
What you get.
GEO Audit Framework
Based on the Princeton GEO research. Scores your store across the factors that determine AI search visibility - content specificity, structured data, citations, and authoritative claims.
Product Feed Optimization
Rewrites product titles, descriptions, and attributes for AI shopping feeds. ChatGPT Shopping and Google Shopping use different signals than organic search.
Schema Markup Templates
Enhanced Product, FAQ, HowTo, and Review schema templates designed for LLM parsing. Goes beyond basic schema to include the structured data AI engines actually use for recommendations.
Content Rewriting Framework
Rules for rewriting existing content to improve AI citability. Adds specificity, statistics, comparisons, and structured claims that LLMs prefer to reference.
When to use this.
Auditing your store's visibility in ChatGPT Shopping, Perplexity, and Google AI Overviews
Optimizing product feeds for AI shopping engines that recommend products conversationally
Rewriting product descriptions with the specificity and structure LLMs need to cite your products
Adding enhanced schema markup that goes beyond basic Product schema
Common questions.
Is GEO replacing SEO?
No. GEO (Generative Engine Optimization) is a new layer on top of SEO. Traditional SEO still matters for Google organic. GEO optimizes for the AI-powered search experiences that are growing fast - ChatGPT Shopping, Perplexity, Google AI Overviews.
What is the Princeton GEO research?
A research paper from Princeton, Georgia Tech, IIT Delhi, and The Allen Institute that studied how to optimize content for generative search engines. This skill applies their findings specifically to ecommerce.
How do I know if AI search engines are recommending my products?
The skill includes audit prompts to check your visibility across ChatGPT Shopping, Perplexity, and Google AI Overviews. You'll know exactly where you stand and what to fix.
Show up where AI recommends products.
Optimize your store for ChatGPT Shopping, Perplexity, and Google AI Overviews.
$199 · ALL 16 SKILLS · INSTANT DELIVERY
Want us to build it for you?What this skill does
Apply the Princeton GEO research to your Shopify store for AI-powered search engines.
How to install
Download the skill package
Receive your files instantly after purchase.
Drop SKILL.md into directory
Move the file to your .claude/skills/ or equivalent agent directory.
Connect your Brand Brain
Reference your existing brain.yaml for on-brand outputs.
Start generating
Trigger the skill via command or chat interface.