What a real Shopify AI visibility check covers
A real Shopify AI visibility check covers six categories: Catalog eligibility, per-channel access in the Agentic Storefronts admin, robots.txt.liquid AI-bot hygiene, product schema completeness, product-data quality against Shopify's seven AI-input fields, and AI prompt testing against ChatGPT / Perplexity / Gemini. Shallow checks cover one or two of these. A useful check covers all six.
The six categories a real check covers
Each category breaks down into specific checks. Catalog eligibility = 11 gates. Channel access = per-channel toggles in admin.shopify.com/agentic. robots.txt.liquid = audit for AI-bot Disallow rules. Schema = Product, Offer, Brand, AggregateRating presence. Product data = seven AI-input fields per product. AI prompt testing = 10-20 category queries with capture of surfacing rate.
Common gaps in shallow checks
Three gaps show up in most automated tools. They check robots.txt but not robots.txt.liquid theme-side — they fetch the rendered file but don't read the Liquid source. They check Product schema but not the Shopify-specific Catalog field set (Type, Vendor, Tags, Barcode). And they don't run live AI prompt tests — they extrapolate from indexability rather than confirming actual surfacing.
The DIY check checklist
Eight steps to run the full audit yourself. Budget 2-3 hours per store. The audit produces a written report covering all six categories — usable for prioritizing fixes, comparing to industry peers, or briefing an external implementation team.