AI Prototyping

Alloy.app is an AI prototyping tool that enables product teams to create on-brand, production-like prototypes. It captures web components via a browser extension and integrates with design tools like Figma for rapid, seamless workflow.

Polymet is an AI-driven design tool for quick idea prototyping and product design. It integrates with Figma, supports various frameworks, and facilitates collaboration, allowing users to upload, edit, and preview designs efficiently.

AI App Builder turns plain‑language app ideas into functional web prototypes. Drop screenshots, iterate design and code in real time, then deploy instantly. Built‑in templates cover portfolios, e‑commerce, and events, with export, hosting, and version‑control integration.

Generates AI-driven UI designs, editable interface pages and interactive prototypes from text or images, producing responsive web and native iOS/Android layouts plus one-click front-end code (React, Android Java, iOS Swift) for rapid prototyping and handoff.

Uizard converts text or screenshots into editable wireframes, mockups, and prototypes using AI. It offers screenshot and wireframe scanners, theme generation, ready‑made templates, a shared component library, real‑time collaboration, version control, and export to Figma and other tools.

Dazl generates interactive app prototypes from prompts and chat, maintaining conversation-aware context across iterations. Switch between conversational and visual editors to edit UI, code, and flows, inspect generated structure and runtime state, and export versioned code for handoff.

Bravo Studio integrates seamlessly with Figma for efficient app prototyping, offering APIs, add-ons, and real-time iteration. Create mobile apps with lifelike features like haptic feedback and streamline development with stress-free publishing.

UX Pilot is an AI-powered UX/UI design tool that accelerates the design process, enabling users to create high-fidelity UI designs and wireframes in seconds. It integrates with Figma, streamlining UI generation, iteration, and design-to-development handoff.

Mckp.live offers a Figma plugin and online editor with over 4,000 editable mockups, including device, branding, print, animated and illustration templates. Designers can replace artwork, adjust layouts, preview across devices, use presets and download assets.

Protoboost.ai accelerates prototyping by turning ideas into high-fidelity prototypes and actionable business plans quickly. It offers customizable features for collaboration, market research, and user validation, streamlining the development process while ensuring data security.

Frame0 is a wireframing app for hand-drawn, low-fidelity wireframes and interactive prototypes, with 1,500+ sketch-style icons, cross-platform UI components, AI-generated wireframes and code export, diagramming tools, offline support and clickable exports.

Visily is an AI‑powered UI design tool that lets users create wireframes, mockups, and prototypes via drag‑and‑drop, generate designs from text, convert screenshots, auto‑apply UI patterns, and support real‑time collaboration and Figma integration.

Banani is an AI tool that converts text descriptions into interactive UI prototypes, enabling quick wireframe creation for various platforms. It simplifies design processes, allowing customization, real-time collaboration, and easy sharing without requiring advanced skills.

Vizcom turns hand‑drawn sketches into realistic 3D models instantly, letting designers tweak colors, materials, and shapes via natural language and preview changes in real time. The platform supports animation, scene embedding, and secure team collaboration.

Miro AI is an AI tool that enhances creativity, collaboration, and product development through visual word and image generation, sticky note clustering, feedback, and learning from the Miro community.

Kiro AI is an AI-powered IDE that transforms user prompts into specifications and structured tasks to accelerate prototype development and collaboration. It automates repetitive coding tasks with AI agents, supports multimodal input, and integrates with VS Code while ensuring security and privacy.

Magic Patterns is an AI design tool that generates UI and high-fidelity prototypes from ideas, screenshots, or imported design systems, matching existing styles and tokens, enabling rapid prototyping, real-time collaboration, exportable user-testing screens, and enterprise controls.

Paraflow is a canvas-based AI design agent that generates PRDs, user flows, editable high-fidelity screen layouts, style guides and interactive prototypes, with on-canvas editing and production-ready exports to streamline design, testing and handoff to developers.

Zawa AI automates logo, poster, flyer, menu, and mockup creation, generating a brand kit with colors, typography, and guidelines. Users edit layered files, resize images, remove backgrounds, enhance product shots, and produce promotional clips—all from one dashboard.

Pixel Dojo consolidates 70+ AI models—Flux 2, Nano Banana 2, Veo 3.1, WAN—into one workspace for instant image and video creation, real‑time animation, 16× upscaling, one‑click background removal, character consistency, virtual try‑on, and API access for developers.

AI‑powered platform that instantly generates and edits apparel and accessory designs, offering vectorization, mockups, and pre‑made slogans. Compatible with major POD services for easy export, enabling creators to launch products quickly.

Nano Banana pro is a Gemini-powered image generator and editor offering doodle-based edits, style transfer, advanced text rendering, precise lighting/camera controls, two fidelity modes, composition-preserving resizing up to 2K, batch export and multi-photo composition.

Raphael AI is a browser and API image generator that routes between multiple models (Z-Image, Flux 2, Qwen-Image, Nano Banana Pro) for scene-aware photoreal, anime, and illustration outputs, with prompt-accurate controls, editor tools, fast inference, and no data retention.

Autodraw is an AI tool for quick drawing using machine learning, with a how-to section and shortcuts.

Hapticlabs provides a no‑code toolkit to design, test, and deploy custom tactile feedback. Users create patterns via an intuitive interface, evaluate prototypes on the DevKit or iOS app, and export code for seamless integration into hardware or software.

Replit is a collaborative browser-based IDE with AI-powered tools for software development, real-time multiplayer editing and deployment, templates and tutorials, and hosting and monetization options.

Tripo converts text or 2D images into production‑ready 3D assets, delivering watertight meshes, precise segmentation, 4K PBR texturing, auto‑rigging, and easy export to Unreal, Unity, Blender, Godot via API and plugins.

An online image tool with features including background removal, image resizing, text addition, color palettes, conversion, and AI-powered social media bios, market slogans, business name ideas, and hashtag generation.

Refire Design rapidly turns briefs into live products using no‑code tools and AI, delivering each feature within 24–72 hours. Clients collaborate via Slack, receiving real‑time updates for websites, apps, landing pages, pitch decks, and style guides.

Sleek generates mobile app mockups from text prompts or images, offering templates, style presets, in-app editing, and modular responsive components. Export clean layouts to Figma or production-ready code for rapid prototyping and developer handoff.

PromeAI is a web‑based AI image generator that turns text or sketches into realistic renders, supports sketch‑to‑photo, background removal, and outpainting, offers style‑consistent generation via consistency models, and includes in‑interface editing tools and HD upscaling.

An AI‑first design studio partners with founder‑led startups, turning Figma prototypes into MVPs in minutes and boosting developer productivity up to 70%. It delivers web, mobile, and marketing sprints, UI standardization, design system implementation, and Slack updates.

Rodin is an AI-powered 3D model generator that enables users to create high-quality assets using bounding box control and multi-view fusion. It supports integration with Unity and Unreal, along with features for texture generation and mesh editing.

Make-Print is an open‑source platform integrating Kanban project management, real‑time chat, and inventory control for 3D printing and CNC. It previews STL, OBJ, FBX, STEP, 3MF, GLTF files, auto‑calculates material costs, and lets teams customize via GitHub.

Supernova.io is an AI collaborative workspace enabling product teams to prototype, manage design systems, sync tokens, convert Figma prototypes into production-ready components and code, and maintain searchable documentation, governance, and integrations for cross-team alignment.

Sketch2App" is a Visual Studio Code extension AI tool that converts hand-drawn sketches into functional app components swiftly. Streamlining app development, it seamlessly translates sketches into code for efficient design realization.

Lovable is an AI-powered tool that transforms ideas into functional applications without coding, acting as a superhuman full-stack engineer.

YouWare is a vibrant platform blending AI-powered app and website creation with a thriving creative community. Users leverage cutting-edge AI generation and prompt-based 'vibe coding' to build projects and collaborate.

Framer ai is an AI tool for generating and publishing websites quickly.

DevKit combines 30 mini-devtools, an AI assistant (DevGPT), and integrates with 100+ public APIs & P5.js. It accelerates code testing, API queries, generation, art creation, and simplifies app/website management for enhanced developer productivity.

Fabri is a collaborative platform for designers that combines various design tools with AI capabilities and presentation features, providing team collaboration in a virtual space.

Kittl is an AI‑driven design platform that lets creators and designers generate images, vectors, and videos from prompts. It offers vectorization, background removal, upscaling, an infinite collaborative canvas, and a library of templates, fonts, and icons.

Leonardo is an AI creative platform for generating and editing visual assets from text prompts, offering text-to-image, motion/animation and video editing, custom models and upscaling, plus API access and prompt guidance for production workflows.

SketchGPT is an AI tool that helps visualize product designs by applying shadows, depth, and maintaining a clean background, offering a free service for uploading sketches of products and seeing how they would look under different themes.

Raycast is an AI tool that can help developers write code faster, access a new layer of context, and accelerate tasks without any coding required.

Plask is an AI-powered motion capture animation tool that allows users to easily capture, edit, playback, and share animations in their browser.

LabLab hosts scheduled and hybrid AI hackathons, providing a unified portal for design, prototype, launch, and pitch. Integrated real‑time collaboration, mentor support, Twitch/Discord streams, and expert feedback help teams create and showcase AI products globally.

Codejet converts Figma design systems into production‑ready websites with one click. It offers a library of 100+ templates, AI‑generated responsive code, an integrated visual editor, and built‑in unit‑testing scaffolding for a seamless design‑to‑deployment workflow.

SuperCraft transforms natural language, sketches, or CAD files into photorealistic renderings, animations, and visualizations via a node‑based, non‑destructive workflow. Its secure on‑prem deployment and team collaboration tools reduce iteration time and improve communication.

Dualite is an AI-driven platform enabling users to create functional mobile and web applications without coding. It features flowchart generation, project management, community collaboration, and integrates with design tools like Figma and repositories like GitHub.