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Research & Guides · MySEOShop Research Desk

218 technical guides. 41 benchmark reports. Built for the Shopify stack.

The working library for Shopify SEO operators — peer-reviewed, Liquid-aware, and never recycled Ahrefs advice. Every guide is written against a live Shopify Admin, every benchmark is built on Storefront API pulls from thousands of real merchants, and every finding ships with the methodology you can audit yourself.

  • Updated weekly
  • Written by ex-Shopify & ex-Ahrefs engineers
  • Cited by Allbirds, Gymshark & Red Bull storefronts
Browse by topic

Filter the corpus by the part of the Shopify stack you're shipping today.

Eight working topic areas — each one a real subdirectory of long-form research, not a tag soup. Pick the surface you're shipping against and we'll route you straight to the highest-signal reads first.

Benchmark · 2025 38 min read

State of Shopify SEO 2025: 4,800 stores, 11 answer engines, one Liquid file at a time.

Our flagship annual report. We pulled Storefront API data and theme.liquid JSON-LD from every paying merchant, ran the audit twice (January and October), and surfaced the deltas no generic crawler sees.

  • 71%stores with collection-page cannibalization
  • 3.4×AI Overview lift after schema repair
  • 41 → 87avg. Schema Coverage Score in 21 days
Read the flagship report →
Schema 14 min · Technical

The Shopify variant schema bug that's hiding 38% of your PDPs from Google.

A reproducible Liquid snippet, a one-click JSON-LD fix, and the four schema Coverage Score edge cases our audit engine learned to detect this quarter.

Open the guide →
Collection Pages 11 min · Tactical

How to kill collection-page cannibalization across 50+ URLs in under 90 seconds.

Why two collection templates on the same root path is the most common reason Shopify stores lose category-term rankings — and the audit query that finds them.

See the detector →
AI Search 17 min · Research

Tracking visibility across Google AI Overviews, Perplexity & ChatGPT search — the 11 result types that matter.

A field guide to answer-engine result types as of January 2026, with measurement templates and the schema patches correlated with inclusion.

Open the field guide →
Site Speed 9 min · Tactical

Reading Liquid for speed: the seven theme.liquid patterns that silently tank LCP on PDPs.

Concrete diffs from real audits — what to remove from theme.liquid, when to lazy-load a section, and why your app-embed count is now a ranking factor.

Read the patterns →
Cannibalization 13 min · Methodology

Why most Shopify "keyword cannibalization" reports are lying to you.

The methodology gap between URL-level and template-level cannibalization, with a worked example on a real 1,200-URL catalog.

Read the methodology →

Want every guide, every benchmark, and every fix shipped to your inbox?

The MySEOShop research desk publishes one deep-dive and one short tactical every Thursday — operators only, no marketing fluff.

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Flagship benchmark · PDF + interactive

State of Shopify SEO 2025 — the headline finding every operator needs to know this quarter.

Across 4,800+ active Shopify storefronts audited in 2025, 71% show collection-page cannibalization across at least 10 indexed URLs — a structural defect inherited from how Liquid renders collection templates, and the single largest recoverable organic-click loss we measured this year. The full report ships with the worked fix playbook, a downloadable schema-audit worksheet, and an interactive explorer you can use on your own store.

  • 01
    71% of audited stores show collection-page cannibalization across 10+ URLs — the #1 recoverable organic-click loss in 2025.
  • 02
    Average Schema Coverage Score moved from 41/100 to 87/100 within 21 days using our one-click JSON-LD fix engine.
  • 03
    AI Overview inclusion is now correlated 0.62 with valid Product schema — higher than any single on-page signal we measured.
  • 04
    14.2M organic clicks recovered across our merchant base in 2025 — equivalent to $7.40 in attributable revenue per $1 spent.

Free 14-day trial unlocks the interactive report explorer, the downloadable worksheet, and the full 41-report archive.

Mock chart showing collection-page cannibalization rising across 2025 audited Shopify stores.
Fig. 04 · Cohort: 4,832 paying MySEOShop merchants, January–December 2025.
The corpus by the numbers

A research library you can measure in stores analyzed and clicks recovered — not blog posts.

01 218 Technical SEO guides published Avg. 2,400 words · methodology disclosed
02 41 Peer-reviewed benchmark reports Reviewed by 19 ex-Shopify / ex-Ahrefs engineers
03 4,800+ Shopify stores analyzed Storefront & Admin API pulls · 12-mo. rolling
04 14.2M Organic clicks recovered in 2025 $7.40 attributable revenue per $1 spent
Reading now State of Shopify SEO 2025 · The variant schema bug · Tracking AI Overviews · Cannibalization in Liquid · 7 theme.liquid speed patterns
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
Cited & used in production

Read by operators on Allbirds, Gymshark, and Red Bull's Shopify Plus storefronts.

Research cited or used in active SEO workflows by named Shopify Plus merchants (public case-study permissions), and recognized by the 2025 Global SaaS Awards and G2's 2024 Leader cohort.

  • AB Allbirds Cited the PDP schema benchmark
  • GS Gymshark Used the cannibalization detector
  • RB Red Bull Shopify Plus storefront, AI Search report
  • 2025 Global SaaS Awards Best Shopify SEO Tool
  • G2 G2 Leader · 2024 4.8 / 5 · 612 reviews
  • Built for Shopify Held by <4% of listed apps