Design AI products
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We break down how the best AI products are built, then hand you the patterns, prompts, and skills to build yours.
ChatGPT citations UX: inline chips, popovers & sources
ChatGPT citations UX: publisher chips on claims, citation popovers with 1/N source navigation, and a Sources sidebar for full audit. Screenshot teardown for AI designers.
ChatGPT human-in-the-loop UX: clarify before you act
ChatGPT human-in-the-loop UX: stating capability limits, structured clarifying questions, and handing consequential actions back to the user. Screenshot teardown for AI designers.
AI Logo Concept Generator
Generate strategic logo concept directions with rationale, symbol ideas, and style guidance before design execution.
Film Library Gallery
Film photography gallery with illustrated canister cards, location rolls, and editorial type on a gridded cream field.
How to Design AI Chat Composer UX
A build playbook for AI intent capture: Chat UX patterns plus ChatGPT vs Claude vs Perplexity vs Gemini composer teardown lessons.
Design and ship polished sites without code. Use code partner25proyearly for 3 months free on yearly Pro.
Try Framer freeAd Creative
Generate and iterate ad creative at scale: headlines, descriptions, primary text, and full variations for Google, Meta, LinkedIn, and other paid platforms.
Instant Buy
One-click purchase from AI
Design & Analyze a Survey
Create effective surveys, collect responses, and analyze results for actionable insights.
Gemini human-in-the-loop UX: clarify, draft, then approve send
Gemini human-in-the-loop UX: clarifying questions, Gmail draft preview cards, and explicit Send approval before email leaves your account.
Logo Critique & Refinement
Critique a logo direction and get prioritized refinements for clarity, distinctiveness, scalability, and brand fit.
Wiki Spy
Explore nearly 44,000 isolated Wikipedia object images in chaotic collages: search by color or theme, or shuffle the field.
How to Design AI Citations & Sources UX
A build playbook for grounded answers: Trust Scaffolding, citation pattern demos, and ChatGPT vs Perplexity teardown lessons.
AI Image Generation
Generate AI images with GPT-Image-2, FLUX, Gemini, Grok, Seedream, and 50+ models via inference.sh. Text-to-image, inpainting, LoRA, upscaling, and marketing visuals.
Tool Switching in Composer
Switch between AI capabilities within composer
Design & Analyze A/B Tests
Design rigorous A/B tests, run them correctly, and analyze results for clear decisions.
Perplexity human-in-the-loop UX: connectors & tool permissions
Perplexity human-in-the-loop UX: Gmail connector chips in the composer and per-tool Allow/Disable controls for read vs write agent capabilities.
Campaign Copy Generator
Generate conversion-focused copy across landing pages, ads, email subjects, and CTAs in one pass.
Shepherd's Dog
Pastoral herding game from the When AI Fails series: steer a dog, bark to scatter sheep, and beat dusk before wolves arrive, built with Claude Fable 5.
How to Design AI Memory & Personalization UX
A build playbook for inspectable continuity: memory controls, persona settings, and ChatGPT vs Claude vs Perplexity teardown lessons.
Churn Prevention
Reduce churn with cancellation flows, save offers, exit surveys, win-back sequences, and retention experiments for SaaS and subscription products.
Context Chip Management
Adding context sources via menu with removable chips
Handoff to Engineering
Prepare designs for development with clear specs, assets, and communication.
Perplexity shopping UX: discovery feed & instant buy
Perplexity shopping UX: dedicated Shopping tab, curated product cards, in-product checkout, and wallet setup. Patterns for AI-native commerce.
User Research Synthesis
Synthesize user research findings into actionable insights and design recommendations.
Animation Gallery
Interactive animation gallery with a transition dial: browse motion presets and tune timing in the browser.
How to Design AI Onboarding & First-Value UX
A build playbook for time-to-first-success: example prompts, wizards, and Notion AI vs Lovable vs Manus teardown lessons.
Design an Interface
Generate multiple radically different interface designs for a module using parallel exploration, then compare. Based on "Design It Twice" from A Philosophy of Software Design.
Input Mode Toggle
Switch between text, voice, and dictation modes
Lead a Cross-Functional Project
Successfully lead a project across teams without formal authority.
Gemini output UX: guides, tables & Workspace handoffs
Gemini output UX: guide-shaped answers, event tables, section export to Sheets, Maps split pane, refinement menus, and Workspace handoffs. Screenshot walkthrough for AI product designers.
UI Component Specification
Generate a detailed UI component specification with states, variants, and interaction patterns.
Halftone Maker
Professional halftone and stippling generator: grid layouts and organic dot placement with PNG/SVG export in the browser.
How to Design AI Output, Artifacts & Refinement UX
A build playbook for keepable AI output: artifacts, refinement, and ChatGPT vs Claude vs Perplexity vs Gemini teardown lessons.
DOCX
Create, read, edit, and manipulate Word documents (.docx): formatting, tables of contents, tracked changes, comments, templates, and professional reports.
Lead Magnets
Plan, create, and optimize lead magnets for email capture: format selection, value framing, landing page structure, and distribution strategy.
Career Development Plan
Create a structured career development plan with goals, skills to develop, and actionable steps.
Top Prompts
See allFrequently asked questions
What is AI UX Playground?
AI UX Playground is a free reference for people who design AI products. It catalogs 173+ interface patterns with live demos, 3 versioned UX frameworks, 36 product teardowns with screenshot walkthroughs, 172 copy-paste prompts, 131 agent skills (SKILL.md), 18 multi-step workflows, and a curated Playground of 53 projects. The site is built for product designers, PMs, and engineers shipping chat, agents, and multimodal AI.
How is this different from a general UI pattern library?
General UI libraries cover buttons, forms, and navigation for static apps. AI UX Playground focuses on problems that appear when models stream, act autonomously, need trust signals, handle tools, or work across voice and ambient surfaces. Patterns are tagged by product examples (ChatGPT, Claude, Perplexity, and others) and grouped for agentic, chat, trust, and commerce workflows, not generic web chrome.
What is the difference between Patterns and Teardowns?
Patterns are documented UX solutions with definitions, when-to-use guidance, anti-patterns, and interactive demos you can study in the browser. Teardowns (36 live guides) are job-first, screenshot-backed walkthroughs of how shipped AI products solve specific design problems in production, useful for benchmarking before you pick a pattern to spec.
What are Frameworks on this site?
Frameworks are deep, versioned references, not just filters on the pattern grid. The live catalog includes 3 frameworks (for example Agentic UX with 36 patterns across seven territories, and Chat UX for composer and turn-taking). Each framework names territories, guiding questions, anti-patterns, and links into related catalog patterns.
How do Prompts, Skills, and Workflows differ?
Prompts (172) are single copy-paste instructions for design tasks. Skills (131) are full SKILL.md files for Cursor, Claude Code, and similar agents, workflow rules teams install in their repo. Workflows (18) chain prompts across a goal (research, design systems, career, and more) with timing and deliverables. Use prompts for one-offs, skills for repeatable agent behavior, workflows for end-to-end process.
Do pattern pages include working demos?
Yes. Most pattern detail pages embed a live UI demo in the same view as the write-up. There is no separate demos section. Open a pattern from the catalog to see the interaction, states, and notes together. Demos are for learning and reference, not production drop-in code.
Who maintains AI UX Playground and is it free to use?
AI UX Playground is an editorial catalog curated for the design community by Bestfolios.com. Browsing patterns, frameworks, teardowns, prompts, and skills is free. You may cite and link to pages with attribution; check individual skill sources for their licenses. Subscribe to the newsletter on the homepage for weekly AI product UX notes.