AgenticLens Is Now on the Shopify App Store — Get Your Products Recommended by ChatGPT

The AgenticLens Shopify app is live and approved on the Shopify App Store. If you sell on Shopify, you can install it today, score every product in your catalog for AI visibility, and publish AI optimized rewrites in a few clicks.

Here's why we built it — and why it matters for your store right now.

ChatGPT Is Recommending Products. Yours or Your Competitor's.

ChatGPT has a shopping feature now. Customers are asking it “what's the best running shoe under $150” and getting direct product recommendations. Not a list of stores to browse. Specific products from specific stores. If your Shopify products aren't showing up in those answers, you're losing sales to stores that are.

This isn't theoretical. It's already in your traffic data, even if you can't see it directly. Customers who used to land on your site through Google are getting their answer from an AI shopping assistant before they ever search. The recommendation slot is the new shelf placement — and right now it's being decided by how well AI agents can understand your product data.

What the AgenticLens Shopify App Does

You install the app from the Shopify App Store. It connects to your Shopify admin and reads your product catalog.

Then it does something no other tool does: it scores each product individually for AI visibility. Not your whole site in one score. Each product gets its own score showing how likely AI shopping assistants are to recommend it.

For each product you see what's working and what's not:

• Maybe your product title is keyword stuffed and AI agents can't parse what the product actually is.
• Maybe your description is all lifestyle marketing copy with no concrete specs that AI agents can cite.
• Maybe you're missing structured product data — metafields, attributes, use case framing — that AI shopping assistants rely on when deciding what to recommend.

Each product comes back with a clear diagnosis. You know exactly which SKUs are invisible, which are borderline, and which are already pulling their weight in AI search.

One-Click AI Optimized Product Rewrites

The app doesn't just tell you what's wrong. It generates AI optimized rewrites for your product titles, descriptions, and metafields. One click to generate. One click to publish to your store. No copywriting skills needed. No hiring an agency.

The rewrites keep your brand voice but restructure the content so AI agents can understand and recommend your products. Specs get pulled to the front. Key attributes get explicit mentions. The description answers the questions AI shopping assistants actually ask when deciding what to recommend — what is this product, who is it for, what problem does it solve, and how does it compare to alternatives.

If you've ever stared at a 400-product catalog wondering how you'd ever rewrite all of them, this is the part that gets you back to running your business.

Why This Matters Now

ChatGPT shopping is growing fast. Perplexity has product recommendations. Google AI Mode summarises product comparisons instead of showing traditional shopping results. The shopping journey is moving from “search and browse” to “ask and decide” — and AI agents are the ones doing the deciding.

The stores that optimize their product data for these AI shopping assistants now will dominate their categories. The ones that don't will watch their traffic decline while their competitors get recommended directly.

This is the same shift that happened with Google SEO 15 years ago. The stores that optimized early won. The same thing is happening now with AI and the window is wide open. We unpacked the broader pattern in SEO is dead — AI discovery is the new battleground and explained the underlying category in What is GEO? The complete guide to Generative Engine Optimization.

How It's Different From the AgenticLens Website Scanner

You might know AgenticLens from agenticlens.io, where we scan any website for AI visibility. The Shopify app is purpose built for Shopify merchants. Instead of scanning your homepage and testing general business queries, it goes product by product through your catalog. Every product gets its own score, its own diagnosis, and its own AI optimized rewrite.

It's the difference between knowing your store is invisible and knowing exactly which products are invisible and how to fix each one.

For merchants who want both product level optimization AND the broader site monitoring, the SaaS platform at agenticlens.io handles the site wide view while the Shopify app handles the catalog. Most merchants start with the app because that's where the revenue impact is most direct. If you want a deeper introduction to the platform itself, we wrote What is AgenticLens?.

Pricing

Simple plans, built around catalog size:

• Free — score your first products and see where you stand.
• Growth — $29/month — full catalog optimization with AI rewrites.
• Pro — $79/month — everything in Growth plus ongoing monitoring as your catalog and the AI landscape change.

You don't need to commit to a paid plan to see your scores. The free tier exists so you can run the diagnostic, look at the gap, and decide for yourself whether the rewrites are worth it.

How to Get Started

Search “AgenticLens” in the Shopify App Store, or go to shopify.agenticlens.io. Install takes 30 seconds. Your first product scores are ready in under a minute.

For the wider playbook on showing up in AI answers — not just inside Shopify — see How to get your business to show up in ChatGPT.

The Bottom Line

Your competitors' products might already be optimized for AI shopping. There's one way to find out where yours stand.

Install AgenticLens on Shopify. shopify.agenticlens.io.