The Shopify AI visibility diagnostic in five gates
When a Shopify store doesn't show up in AI search, the cause is one of five things in this order: Catalog eligibility, per-channel access settings, robots.txt.liquid AI-bot blocks, product-data quality against Shopify's seven AI-input categories, or category capture. The cheapest checks come first. Most stores find their cause in gate 1, 2, or 3 — single-digit minutes to fix. Gates 4 and 5 take longer.
Gate 1 — Catalog eligibility
Most stores pass eligibility. The ones that don't typically fail on three things: private mode (a dev password left on in production), account standing (a new or unverified account Shopify is still reviewing), or product status (Draft, Archived, or Unlisted instead of Active). Open the eligibility article for the full eleven gates. Five minutes to walk through them on a typical store.
Gate 2 — Channel access in admin.shopify.com/agentic
Open admin.shopify.com/agentic. Confirm the channels you expect to surface in have Catalog access toggled on. Merchants who silently disabled a channel during setup forget about that decision months later — this is where it shows up. Direct checkout setting matters separately for in-chat conversion but doesn't affect whether the channel surfaces the product card at all.
Gate 3 — robots.txt.liquid AI-bot audit
Open the theme code editor. Look for templates/robots.txt.liquid. If the file is present, audit for Disallow rules under any AI bot user-agent. The 2024-era 'block AI bots' templates that circulated widely are the most common cause of eligible-but-invisible. Removing the rules restores access; crawler lag is typically days.
Gate 4 — Product data quality against Shopify's seven AI-input categories
Open three random top-revenue products. Score each against Shopify's seven AI-input categories: detailed specifications, comparison information, comprehensive descriptions, structured data, sizing/material/care, price/availability/key features, alt text on every image. A product scoring 3/7 or below is unlikely to surface in AI recommendations even with perfect eligibility and crawler access — the AI doesn't have enough signal to disambiguate it.
Gate 5 — Category capture
If gates 1-4 all pass and the store still doesn't surface, the answer is usually category capture. Some categories have two or three dominant brands holding 80-100% of AI citations. GLP-1 medications: two pharma companies own nearly 100% of citations. Facial skincare: La Roche-Posay holds 81% share. A new entrant in these categories isn't competing on Catalog data — it's competing on editorial citation density on third-party sites, which AI engines train on.
The diagnostic checklist
Walk these in order. Stop at the first failing gate. Fix it. Re-run from the top. Most stores find the cause in gates 1-3 and never need to walk gates 4-5.