From the research desk · Marcus Vélez, founder
Why we only study Shopify — and what that buys you on every page you read.
Generic SEO blogs will tell you to "add more internal links" or "write longer content." Those tips are not wrong. They are also not actionable on a Shopify store, where the rendering layer is Liquid, the schema is hand-rolled inside theme.liquid, and every collection template is a single canonical URL multiplied by 50 facets you didn't know existed. That's the gap MySEOShop Research was founded to close.
Our methodology is deliberately narrow. Every dataset we publish is built on three primitives: a Storefront API pull, an Admin API read of the active theme, and a static analysis of theme.liquid JSON-LD blocks and product variant schemas — never a scrape. Every benchmark is reviewed by at least two engineers on our team of 19 ex-Shopify, ex-Ahrefs, and ex-Searchmetrics practitioners. Every guide links back to the underlying Liquid pattern it describes, so you can grep your own theme to verify the claim.
The result: when we say "collection-page cannibalization now affects 71% of audited stores," we can show you the exact audit query, the URL pattern that triggers it, and the one-click fix that resolves it inside the Shopify admin. No recycled Ahrefs advice. No multi-platform hedging. Just Shopify.
Marcus Vélez
Founder, MySEOShop · ex-Shopify partner-agency lead · Austin, TX