Superspeed
Superspeed
Case Study Results July 2026

Montezuma: Resolving a +6.3% Revenue Leak on 110k+ Pageviews

How Montezuma used Sonar to track 326k+ metrics and identify a 6.3% potential revenue increase by optimizing their mobile experience.

Montezuma Life Organize is a high-traffic Shopify storefront processing massive volume. Over a brief 14-day snapshot, they served 110,331 pageviews to nearly 50,000 unique visitors.

They installed Superspeed Sonar to monitor their real-world performance without slowing down their store.

High Traffic Analytics

Because Montezuma operates at such a high scale, tracking tools that run heavy JavaScript on the main thread would drastically reduce their Core Web Vitals. Sonar operated perfectly in the background.

  • Unique Visitors: 47,875
  • Total Pageviews: 110,331
  • Metrics Tracked: 326,269
110,331
Total Pageviews Tracked

Diagnosing The Revenue Leak

Even with a well-optimized store (recording over 56,000 “Good” CWV pages), Sonar still found a hidden bottleneck.

By segmenting their 57,000 sessions by performance, Sonar identified that slower-loading mobile devices were converting at a lower rate than expected.

+6.3%
Potential Revenue Increase

By focusing their optimization efforts strictly on the pages generating “Poor” experiences (only 4,896 pages out of 110k), Montezuma can capture an estimated +6.3% increase in revenue without having to completely rebuild their store.

Latest from the Lab

Explore our newest strategies for zero-latency commerce.

Jul 30, 2026

Google Search Console Adds Social Media Profile Properties: How Brands Can Track and Capture Social Search Revenue

Google Search Console now allows brands to add Instagram, TikTok, X, and YouTube as property types. Here is how to track social search performance and prevent in-app browser conversion leaks.

Jul 23, 2026

Google AMP Is Obsolete for Shopify Stores in 2026: Why You Should Remove Accelerated Mobile Pages Immediately

Accelerated Mobile Pages (AMP) are officially dead on Shopify. Browsers actively block AMP caches, Google removed the AMP badge requirement, and AMP plugins cripple modern Shopify themes. Here is the definitive 2026 engineering guide to removing AMP and boosting Core Web Vitals natively.

Jul 23, 2026

The Ultimate Guide to Fixing Shopify CLS & Font Loading: Eliminate Layout Shift & Protect Conversions

Most Shopify merchants spend weeks compressing images and removing apps to fix Lighthouse CLS warnings—only to discover the real culprits were FOIT/FOUT font swaps, un-dimensioned headers, and dynamic app widgets. Here is the definitive engineering teardown, merchant framework, and step-by-step fix.

Jul 22, 2026

How to Build Recurring Revenue with Shopify Apps: The App Affiliate Guide

Discover how agencies, developers, and creators build $5,000+/mo in recurring passive income by partnering with mission-critical Shopify apps with sub-3% churn.

Jul 17, 2026

How to use Shopify Flow to automatically recover Ghost Checkouts

Jul 17, 2026

Shopify A/B Testing vs Revenue Intelligence: Which Actually Increases Sales?

A/B testing promises optimization but delivers anxiety, slow results, and split traffic. Here's why real-time Revenue Intelligence — rage clicks, ghost checkouts, and RUM data — is replacing it for Shopify brands in 2026.

Jul 17, 2026

Shopify Image Optimization: The Hidden CLS Tax Destroying Your Mobile Conversions

Our data from 51 million sessions shows desktop CLS is 2.3× worse than mobile — and it's almost entirely caused by un-dimensioned images loading without reserved space. Here's the complete Liquid and CSS playbook to eliminate Cumulative Layout Shift on Shopify permanently.

Jul 17, 2026

Shopify LTV & CAC: The Complete Guide to Customer Lifetime Value (And Why Speed Changes Everything)

Your LTV and CAC numbers are probably wrong — and your store's performance is why. Here's how to calculate both correctly, and the data showing why a 1-second improvement in page speed changes your payback period permanently.

Jul 17, 2026

Shopify Mobile Optimization: Why 66% of Your Traffic Converts Like 30% of Your Revenue

Two-thirds of Shopify traffic arrives on mobile. But mobile checkout completion is 5.4 percentage points behind desktop, and mobile UI extension crashes happen nearly twice as often. Here's the complete technical playbook — built on real session data — to close the gap.

KNOWLEDGE BASE

View All Articles & Teardowns

Explore our complete library of Shopify speed optimization teardowns, Liquid performance guides, and revenue conversion benchmarks.

Browse All Posts →

Ship your fast store in minutes