
Conversion
A/B Testing Product Images That Convert
Learn how to run product image A/B testing on Amazon, Shopify, and marketplaces without misreading noisy conversion data.
Browse conversion articles on SizeMarker Blog

Learn how to run product image A/B testing on Amazon, Shopify, and marketplaces without misreading noisy conversion data.

Each of the 7 Amazon image slots has a job. Here is the slot-by-slot anti-pattern gallery, with conversion data showing why the order matters more than seller polish.

Twelve common Amazon infographic mistakes that hurt conversion, plus the 5 infographic types that actually work. Mobile-first rules, checklist, and FAQ for 2026.

The 7 most common Amazon hero image mistakes that destroy your click-through rate, with specific fixes for each: product fill, lighting, angle, color accuracy, white background, text violations, and resolution.