CrawlPass for Shopify supplement brands
Most Shopify stores don't have a hallpass to AI shopping agents.
CrawlPass audits your store for ChatGPT, Perplexity, and Claude readiness — and tells you exactly what to fix.
Get your CrawlPassThe Problem
AI shopping traffic is up 393% YoY in 2026 and converts 42% better than non-AI traffic.
Most Shopify stores still serve agents like it's 2020 — no structured data for shipping, inconsistent JSON-LD, false-positive checkout friction.
The brands that fix this in the next 6 months own the next decade of agent-driven discovery.
What You Get
- 10-dimension agent-readiness score
- Specific, prioritized fix list — not generic "improve your schema" advice
- Cohort comparison against 15+ brands in your category
- HTML report you can hand to your dev team
Who It's For
Built for:
- DTC supplement brands $1M-$10M
- Shopify stores
- Founders who've noticed AI traffic in their analytics
Not for:
- Pre-revenue brands
- Marketplaces, including Amazon FBA-only businesses
- Enterprise teams on Shopify Plus with in-house dev teams
Pricing
Implementation and retainer pricing are available on request.
About
I'm Gianni, and I build small, sharp tools for things that bug me. CrawlPass is the latest one.
I spent a few months teaching AI agents to shop and reverse-engineering what made them pick one Shopify store over another. Turns out it's mostly mechanical: schema, structured data, how your product pages are written, whether your reviews are parseable. Stuff most stores get wrong.
CrawlPass runs that same audit on your store and scores you across 10 dimensions, then hands you a prioritized fix list. I focused it on supplement brands because the category is unusually dependent on agent-mediated discovery. People ask AI what to take before they ask a doctor — and the gap between top and bottom performers is huge.
FAQ
What's an AI agent-readiness audit, exactly?
AI shopping agents like ChatGPT, Perplexity, and Claude don't read your store the way Google does. They look for structured data, parseable policies, and machine-readable inventory. CrawlPass checks what they can and can't see, scores the gap across 10 dimensions, and hands you a fix list. Example: your Product JSON-LD might be missing GTINs, or your shipping policy might be plain text instead of structured shipping data.
Why does this matter when I already do SEO?
AI traffic is up 393% year-over-year and converts 42% better than non-AI traffic (Adobe). SEO and AI agent-readiness overlap, but they're not the same job. SEO optimizes for keyword ranking and click-through, getting humans to your store from Google. AI agents look for parseable structured data, accurate inventory, and machine-readable policies, answering on behalf of humans before the click ever happens. A store can rank well in Google and still be mostly invisible to ChatGPT product search. SEO helps. It won't protect you here.
Can't I just check this myself?
Yes, technically. Everything we check is in your store's public HTML, and none of it is secret. The hard part isn't access. It's knowing what to check, how to score it, and which fixes actually move the needle for AI agents in 2026. If you'd rather figure that out yourself, the tooling is all out there. The $1,500 audit is a way to skip the learning curve and get a report your dev or contractor can act on. No secret AI, just work we do every week for brands like yours.
Get your CrawlPass
Send the store URL and category. You'll get next steps from there.