Are AI Agents 
recommending
your products?
Google, ChatGPT, Perplexity, and Microsoft Copilot are becoming the new storefront. Audit your site, benchmark against competitors, and see exactly where you rank.
Audit your store or try live demo
What we audit
We check your store across the three protocols that AI shopping agents use to discover, compare, and recommend products.
Google AI Mode (UCP)
The Universal Commerce Protocol powers Google AI Mode and
Gemini Shopping. We check your /.well-known/ucp manifest for service declarations, transport bindings, and checkout capabilities.
Perplexity & AI Agents
Rich product markup that powers Perplexity shopping and other AI agents. We crawl your product pages and validate JSON-LD for Product, Offer, ratings, images, and identifiers.
ChatGPT Shopping (ACP)
Feed readiness for ChatGPT's shopping experience. We check your product data completeness against OpenAI's feed spec including GTINs, ratings, Q&A, and images.
AI Visibility Benchmark
See how AI shopping agents rank your brand vs. competitors. We query ChatGPT, Gemini, and Perplexity with real shopping queries and measure who gets recommended.
Glossier — Benchmark Results
73%
Mention Rate
47%
Top 3 Rate
#2.1
Avg Rank
By AI Model
ChatGPT80%
Mention
53%
Top 3
#1.8
Rank
Gemini67%
Mention
40%
Top 3
#2.5
Rank
73%
Mention
47%
Top 3
#2.0
Rank
Competitive Leaderboard
| # | Brand | Mention | Top 3 | Avg Rank |
|---|---|---|---|---|
| 1 | 87% | 60% | 1.4 | |
| 2 | 73% | 47% | 2.1 | |
| 3 | 67% | 40% | 2.8 | |
| 4 | 60% | 33% | 3.2 | |
| 5 | 47% | 20% | 3.9 | |
| 6 | 40% | 13% | 4.5 |
Based on 15 shopping queries across 3 AI models
Run a benchmark on your brandReal audit results
We audited 30+ top DTC and retail brands. Most score below 50. Here are the leaders — and the rest have work to do.
Top Performers
Stance
Bombas
Glossier
Allbirds
More Brands
On Running
Brooklinen
Warby Parker
Gymshark
From the Blog
All articles
Google’s WebMCP Turns Every Website Into a Tool for AI Agents. Here’s What It Means for Commerce.
Mastercard Agent Pay Is Live. Here’s What It Means for Checkout in the AI Era.
AI Mention Rate Ranking: Which Shopify Stores Do AI Agents Actually Recommend?
Why AgentCart?
The only tool that audits your store and benchmarks your brand across every AI shopping agent.
Instant Audit
Get your AI shopping readiness score in under 30 seconds. No code changes or installs needed.
Cross-Platform
One audit covers Google,
ChatGPT, and Perplexity — the three AI agents driving commerce.
Actionable Fixes
AI-generated recommendations tell you exactly what to fix and why it matters.
Frequently Asked Questions
AI shopping agents are features built into ChatGPT, Google (
AI Mode / Gemini), and Perplexity that help consumers discover, compare, and buy products through conversational search. Instead of browsing ten blue links, users ask an AI to recommend the best product — and the AI decides which brands to mention.
We check three things: your Google UCP manifest (the protocol that powers AI Mode and
Gemini Shopping), your Schema.org structured data (used by Perplexity and other AI agents), and your product feed readiness for
ChatGPT Shopping (ACP). Each platform has its own requirements for how products should be described, priced, and identified.
Yes. You can audit any public website for free without creating an account. Sign in with Google to save your audits, track changes over time, and receive email reports.
It's a 0–100 score that measures how well your site is structured for AI shopping agents. Each platform ( Google UCP, Schema.org,
ChatGPT Shopping) gets its own score based on specific technical checks — things like whether you have a valid product feed, correct JSON-LD markup, GTINs, pricing data, and checkout capabilities. Your overall score is the weighted average.
The benchmark sends real shopping queries to multiple AI models ( GPT-4, Gemini, Perplexity) and measures how often your brand gets mentioned, recommended, and ranked versus competitors. You see exactly how AI agents position your brand in the market.
We recommend auditing after any changes to your product pages, feed, or structured data. You can also set up scheduled audits (weekly or monthly) to track progress automatically. If you enable alerts, AgentCart will email you when your AI visibility changes significantly.
No. AgentCart scans your site externally — the same way AI agents do. There's nothing to install, no code snippet to add, and no access to your CMS required.
AgentCart works with any public website — 
Shopify, 
WooCommerce, 
BigCommerce, 
Magento, custom builds, and headless setups. If an AI agent can reach your site, we can audit it.