Check the acquisition promise
Read the store headline, screenshots and description. What problem is the app promising to solve?
Study the storefront ↗Lumina Software · iOS
Explore the ad evidence, study the storefront, and build your next acquisition hypothesis.
01 / Creative research
Read the store headline, screenshots and description. What problem is the app promising to solve?
Study the storefront ↗Explore apps with direct store-link matches. Compare their hooks and formats without assuming the same approach works here.
Browse observed advertisers ↗Store rankings and revenue estimates describe market context. They do not establish ad spend, conversions or ROAS.
Review the market context ↗02 / Storefront & product
Study the product story and store experience behind the acquisition funnel.
03 / Market context
Keep revenue, downloads and store rankings separate from advertising performance.
I love how accurate it is at finding a product. It finds similar products, and it usually finds TRH EXACT product. Easy 5 stars for a free app.
This app is fantastic! I highly recommend it. It lets you take pictures of items, shows you prices, and provides options for where to shop in person or order online. It’s become an essential part of my shopping routine, especially for finding great deals!
Great app. Super easy to use
Shop AI is a powerful image search and shopping assistant that helps you instantly find products using photos. Take a picture, upload an image, or sea...