How agent-ready is your catalog?
A 72-hour AI readiness audit. We crawl your storefront, pull your catalog and feed exports, run synthetic buyer tests, and deliver a scored report with ranked fixes. You'll know what's broken and what to fix first.
10 Dimensions We Audit
Catalog Completeness
Missing or thin product data that causes AI agents to skip, misrepresent, or fail to recommend your products.
Feed Quality
How well your Google Merchant Center, ChatGPT Shopping, and Stripe feeds actually match what's in your catalog.
Schema Markup
Whether search engines and AI crawlers can read your product data — JSON-LD coverage for products, breadcrumbs, FAQs, and reviews.
PDP Content Depth
The gap between what's on your PDPs and what an AI agent needs to confidently recommend your products.
Search & Navigation
Zero-result rates, facet quality, and search accuracy — the friction that turns browsers into bouncers.
Conversion Flow
Where synthetic shoppers stalled out in cart, checkout, and payment. Real friction, not hypothetical.
AI Discoverability
How findable and recommendable your catalog is when AI shopping agents are doing the searching.
B2B Data Readiness
Technical specs, regulatory attributes, and bulk order support — what B2B buyers expect to find and can't.
Adobe LLMO Gap Analysis
What Adobe's LLM Optimizer flags vs. what your catalog actually addresses. Usually a big gap.
Agent Readiness Score
The summary: can an AI agent reliably browse, compare, and buy on your site? This is your answer.
How It Works
Submit
Send your store URL and any catalog or feed exports you have. We take it from there.
72 Hours
Agents crawl, analyze, and score your catalog across all 10 dimensions. No manual work on your end.
Scored Report
You get a scorecard with every issue ranked by severity and a fix backlog ordered by impact.
Sample Findings
47% of product descriptions are under 50 words — below threshold for AI agent comprehension.
Google Merchant feed missing GTIN for 1,240 SKUs. Shopping campaign reach reduced by ~30%.
No FAQ schema on any PDP. AI assistants cannot surface quick answers from your catalog.
Alt text missing on 12% of product images. Accessibility and AI image understanding impacted.
Find out where you actually stand.
Drop your store URL below. We'll run the audit and have results back in 72 hours.
You're in the queue.
We'll be in touch within one business day to kick off your audit.
No commitment. No credit card. Just data.