Pool’s new app turns your screenshots into something useful
Pool is a new iOS app that organizes screenshots into personal “pools” and uses AI to rediscover links, recipes, products, and events.
Intelligence analysis by GPT-5.4 Mini
Pool wants to fix a common habit: saving screenshots and never finding them again. The app imports photos, groups screenshot-heavy content into personalized pools, and uses AI to recover the original links or help act on what was saved.
Pool is like a smart backpack for screenshots. It sorts the messy pile of saved pictures and helps find the original thing again, like the recipe, store page, or event ticket.
Analysis
What Pool does
Pool is a new iPhone app aimed at the screenshot problem. After getting access to a user’s photos, it organizes saved items into categories it calls “pools,” which are based on the products, places, and ideas that person has captured over time.
Why screenshots are the focus
The founders say the idea came from a familiar behavior: people screenshot things they want to remember, then cannot find them later. Pool treats those screenshots as a personal archive. In practice, the app can identify the original link behind a screenshot. A product screenshot can point back to a retailer. A recipe screenshot from Instagram can surface the ingredients and instructions again.
AI as the retrieval layer
Pool positions itself among a wave of AI-era bookmarking tools, but with a narrower focus than services that organize links or mixed media. Its pitch is that screenshots are an overlooked, highly personal dataset. The app uses search and a built-in AI assistant to help users find things and act on them later.
The app also adds time-based relevance. Some screenshots remain useful only for a while, like a ticket barcode that matters until the event is over. Others, such as event flyers, can be turned into actionable next steps, like finding ticket links.
Business context
Pool was originally the first product from Spinoff Studio, the founders’ product and design studio. The team shelved it while working on B2B SaaS products, then brought it back once AI made the core idea more practical. Pool had previously raised a little over $2 million in pre-seed funding from General Catalyst, Kima Ventures, Source Ventures, and angels.
The app is free on iOS now, and the founders say they are planning a separate agentic AI app next.
Key points
- Pool is a new iOS app that organizes screenshots into personalized categories called pools.
- The app uses AI to recover original links and help users revisit saved products, recipes, and events.
- The founders say screenshots are an overlooked personal dataset that existing AI tools mostly ignore.
- Pool was originally built years ago, then revived after AI made the concept more feasible.
- The startup previously raised just over $2 million in pre-seed funding.
If Pool works well, it could make screenshot clutter far more useful by turning saved images into searchable, actionable reminders. That would give people a simple way to recover useful links and details they already meant to revisit.
The app still depends on how well it can identify the right source material behind a screenshot, which may not always work cleanly. It also has to convince people to trust another app with access to a very personal photo library.
