A few months back I was prepping for a launch and got curious — pulled up the top 5 products of the week and just stared at their galleries for a while. Not the copy, not the upvote count. Just the images.
Every one of them had the same thing: tight, annotated feature cards. Callouts pointing at the exact thing that mattered. Headlines doing work, not just sitting there. Nothing looked like a raw screenshot.
Mine did. I'd been shipping plain screenshots for every launch, assuming the product would speak for itself if it was good enough.
So I dug into why this kept happening, and it wasn't really about design skill. It's that PH galleries get scanned in about 2 seconds — someone's thumb is already moving to the next card. Gumroad's gallery gets browsed slower, more like a storefront. Shopify's App Store listing gets read by someone actually evaluating a purchase for their business. Three completely different scanning behaviors, and I was showing the same flat screenshot to all three.
The top launches weren't better designed. They were composed differently for the platform they were on — same feature, different treatment depending on where it was being scanned.
Once I saw that, I couldn't unsee it in my own dead launches.
I ended up building a small tool for myself to fix this — upload a screenshot, describe the feature, and it generates the annotated card, sized and composed for whichever marketplace you're on. Started as a personal fix, might turn it into something others can use too.
Curious if others have noticed this pattern too — do you look at competitor listing images before you launch, or is copy/positioning where most of your prep time goes?
Every one of them had the same thing: tight, annotated feature cards. Callouts pointing at the exact thing that mattered. Headlines doing work, not just sitting there. Nothing looked like a raw screenshot.
Mine did. I'd been shipping plain screenshots for every launch, assuming the product would speak for itself if it was good enough.
So I dug into why this kept happening, and it wasn't really about design skill. It's that PH galleries get scanned in about 2 seconds — someone's thumb is already moving to the next card. Gumroad's gallery gets browsed slower, more like a storefront. Shopify's App Store listing gets read by someone actually evaluating a purchase for their business. Three completely different scanning behaviors, and I was showing the same flat screenshot to all three.
The top launches weren't better designed. They were composed differently for the platform they were on — same feature, different treatment depending on where it was being scanned.
Once I saw that, I couldn't unsee it in my own dead launches.
I ended up building a small tool for myself to fix this — upload a screenshot, describe the feature, and it generates the annotated card, sized and composed for whichever marketplace you're on. Started as a personal fix, might turn it into something others can use too.
Curious if others have noticed this pattern too — do you look at competitor listing images before you launch, or is copy/positioning where most of your prep time goes?
