Your Product Catalog, AI-Ready
Agentic Feed automatically enriches every product in your store with structured, AI-readable data. When ChatGPT recommends products in your category, yours show up — with the right specs, context, and citations.
How it works
Three steps from a Shopify store to a fully AI-cited product catalog.
Connect your Shopify catalog
Agentic Feed ingests all products, variants, specs, and reviews from your store in minutes. No CSV exports, no manual uploads — it reads your catalog directly.
AI enrichment runs automatically
Every product gets structured Q&A, benefit statements, material specs, and comparison data — the exact formats ChatGPT, Perplexity, Claude, Gemini, and Copilot cite when recommending products.
Live sync keeps everything current
When you update a product — new variant, price change, fresh review — Agentic Feed updates the AI data layer within hours. Your catalog stays AI-ready without any manual work.
What gets enriched
Six data layers added to every product — the ones AI platforms actually use to make recommendations.
Product descriptions
AI-citation-optimized copy that gives ChatGPT, Perplexity, and Gemini the factual density needed to recommend your product.
Ingredient & material specs
Structured attribute data covering composition, materials, certifications, and technical specs — exactly what AI platforms cite in product recommendations.
Comparison data
How your product stacks up against category alternatives. AI platforms use comparison context to rank one recommendation over another.
Review synthesis
Your customer reviews distilled into structured benefit statements and trust signals AI platforms surface in recommendation responses.
Structured Q&A
Answers to the actual purchase questions buyers type into ChatGPT and Perplexity — mapped directly to your products.
Category context
Positioning data that anchors each product in its category so AI platforms know when and why to recommend it over alternatives.
Why catalog data is the foundation
AI platforms don't just search your store — they read it.
A product page that says "Blue Dress — Size S/M/L" is invisible to ChatGPT. A product with structured fabric composition, occasion fit, care instructions, and comparisons to similar items gets cited. The difference isn't SEO. It's data density and structure.
Most Shopify stores have product descriptions written for human browsers, not AI recommendation engines. Agentic Feed closes that gap automatically across your entire catalog — every product, every variant, no manual content work required.
A product page written for humans gets browsed. A product page written for AI gets recommended.