SSurfaced App coming soon

Field notes

AI visibility, explained plainly.

Implementation guides and research notes for Shopify teams who want their storefront facts to be available when answer engines look for them.

Implementation

How to Add agents.md to Your Shopify Store (2026 Guide)

Shopify uses agents.md as its canonical agent-discovery file; learn when to customize agents.md.liquid or a URL-specific template.

Evan Lin

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Guide

How to Check If ChatGPT Can See Your Shopify Store

Check whether ChatGPT can find useful public facts about your Shopify store by reviewing access, product structure, and sampled retrieval prompts.

Evan Lin

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Checklist

Why Your Shopify Store Is Invisible to AI (and the 15-Minute Fix)

Most Shopify AI visibility problems begin with an accessible-page, canonical, or product-fact mismatch that can be identified in a short public audit.

Maya Shah

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