Case-Studies

I spent 800 hours scraping 47,000+ Shopify stores. Here's the data on themes, niches, apps and speed.

I spent 800 hours scraping 47,000+ Shopify stores. Here's the data on themes, niches, apps and speed.

I scraped 47,420 Shopify stores across themes, apps, niches and speed. The median mobile score is 53/100. 41% score below 50. LCP sits at 10.1 seconds. Here is everything I...

I spent 800 hours scraping 47,000+ Shopify stores. Here's the data on themes, niches, apps and speed.

I scraped 47,420 Shopify stores across themes, apps, niches and speed. The median mobile score is 53/100. 41% score below 50. LCP sits at 10.1 seconds. Here is everything I...

How I coded a software to scrape 47,000+ Shopify stores - tools, pipeline, and lessons learned

How I coded a software to scrape 47,000+ Shopify stores - tools, pipeline, and lessons learned

This is the methodology behind my 47,000+ Shopify stores study. If you're here for the findings, go there. If you want to know how it was built - read on. Where...

How I coded a software to scrape 47,000+ Shopify stores - tools, pipeline, and lessons learned

This is the methodology behind my 47,000+ Shopify stores study. If you're here for the findings, go there. If you want to know how it was built - read on. Where...

I Analyzed 11k+ Reddit Comments from "Shopping Addiction" to Understand What Makes Online Shopping Addictive. Here's What I Found.

I Analyzed 11k+ Reddit Comments from "Shopping Addiction" to Understand What Makes Online Shopping Addictive. Here's What I Found.

Data-backed breakdown of what actually drives online shopping addiction, from UX patterns to emotional triggers, based on 11k+ real user comments.

I Analyzed 11k+ Reddit Comments from "Shopping Addiction" to Understand What Makes Online Shopping Addictive. Here's What I Found.

Data-backed breakdown of what actually drives online shopping addiction, from UX patterns to emotional triggers, based on 11k+ real user comments.

I Analyzed 10,000+ Shopify Stores: Most Used Themes, Apps, and The Surprising Truth About Their Speed

I Analyzed 10,000+ Shopify Stores: Most Used Themes, Apps, and The Surprising Truth About Their Speed

I analyzed 10,205 active Shopify stores using Google PageSpeed Insights, tracking speed scores, themes, and apps being used. Here is what the data actually looks like.

I Analyzed 10,000+ Shopify Stores: Most Used Themes, Apps, and The Surprising Truth About Their Speed

I analyzed 10,205 active Shopify stores using Google PageSpeed Insights, tracking speed scores, themes, and apps being used. Here is what the data actually looks like.

Dawn Theme: 23 Seconds to Load, 2000 Visits a Day. Here Is What Was Making It Slow

Dawn Theme: 23 Seconds to Load, 2000 Visits a Day. Here Is What Was Making It Slow

Dawn is one of the fastest free themes Shopify offers. So why was this store with 2,000 daily visitors loading in 23 seconds? Here is what I found and how...

Dawn Theme: 23 Seconds to Load, 2000 Visits a Day. Here Is What Was Making It Slow

Dawn is one of the fastest free themes Shopify offers. So why was this store with 2,000 daily visitors loading in 23 seconds? Here is what I found and how...

This $400 Shopify Theme Was Taking 25 Seconds to Load. Here Is How I Fixed It.

This $400 Shopify Theme Was Taking 25 Seconds to Load. Here Is How I Fixed It.

Decent click-through rates, disappointing conversions, and two customers emailing to say the add to cart button was too slow. The owner had no idea his $400 theme was taking 25...

This $400 Shopify Theme Was Taking 25 Seconds to Load. Here Is How I Fixed It.

Decent click-through rates, disappointing conversions, and two customers emailing to say the add to cart button was too slow. The owner had no idea his $400 theme was taking 25...