If your AI designs keep coming out generic, you’re missing the most important step. The best AI designers aren’t better at prompting. They’re better at collecting inspiration.
AI can build almost anything now, but it can’t read your taste. Ask it for a landing page with no direction and it hands you the average of every landing page it has ever seen. That’s why so much AI design looks the same.
The fix isn’t a cleverer prompt. It’s real creative direction, and direction starts with references. Before I ever open a chat, I pull from these five sites.
01
Mobbin
A huge library of real, shipped app screens (over 600,000 of them) plus the user flows behind them. Everything came from an app that actually launched, so you’re looking at design that already works. On a paid plan, its MCP server connects to Claude Code, Claude Desktop and web, Claude Design, ChatGPT, Cursor and more, so AI can pull real screens itself instead of me pasting screenshots. (Mobbin MCP setup)
02
Awwwards
Award-winning websites from some of the best studios in the world. I go here for high-end layouts, bold animation and direction that feels expensive. I find one or two sites with the energy I’m after, then point AI at that feeling instead of describing a look I don’t have words for yet.
03
Cosmos
Think Pinterest built for designers. It’s where I build moodboards before a project, gathering colors, type and layouts that belong together. You can even search by color. Once the board feels right, the board becomes the brief. It’s free to join.
04
Still one of the fastest ways to explore colors, branding and overall direction. Not the fancy answer, but nothing beats it for casting a wide net in a hurry. I search a feeling, save fifteen things in two minutes, then keep the three that keep showing up.
05
NameThatUI
A visual dictionary of UI components. Spot a design element and have no idea what it’s called? Look it up and get the real name, plus a paste-ready prompt for coding agents. This matters more than it sounds, because AI can’t build what you can’t describe.
Here’s the prompt I use. Attach your screenshots, fill in the brackets and send it to Claude, ChatGPT or any AI design tool.
The Line That Changes Everything
Combine the feeling of these references into something original for my product. That one shift is how you stop getting generic AI designs and start getting yours.