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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

2.6K visits/mo
Lovable logo
Lovable
✓ verifiedFreemium

AI app builder that turns chat prompts into working web apps and sites, with credit-based build and deploy.

35M visits/mo69K saves
Shopify AI Toolkit logo
Shopify AI Toolkit
✓ verifiedFree

Free official toolkit that wires Claude Code, Cursor and similar AI coding tools into Shopify's docs, schemas and CLI for app building.

Fast AI logo
Fast AI
✓ verifiedFree

Free practical deep-learning courses, the fastai library and a book that make state-of-the-art AI accessible to coders.

Pricing

No public pricing

No public pricing

No public pricing

No public pricing

No public pricing

Core features
  • Natural language to SQL conversion
  • Chat-to-app and website generation
  • Real-time prototype building
  • One-click deploy and hosting
  • Templates to start projects
  • Credit-based building with shared workspaces
  • You own your code and data
  • One-command plugin install for Claude Code, Codex, Cursor, VS Code and more
  • Bundled Shopify documentation and GraphQL API schemas for agents
  • Built-in code validation against Shopify's implementation rules
  • Store execute capability so an agent can act on a real Shopify store via CLI
  • Optional granular install of individual agent skills
  • Local Dev MCP server option requiring no authentication
  • Free deep learning courses
  • fastai library for PyTorch
  • nbdev development tool
  • Practical Deep Learning book
  • Blog on AI, ethics and technical topics
Use cases
  • Generating SQL queries from text descriptions.
  • Build web apps without coding
  • Prototype product ideas quickly
  • Create landing pages and sites
  • Ship internal tools
  • Scaffolding and building Shopify apps with an AI coding assistant
  • Validating app code against Shopify's platform rules before shipping
  • Letting an agent manage a Shopify store through natural-language CLI commands
  • Connecting Shopify's developer docs directly into an editor's AI chat
  • Learning deep learning as a coder
  • Building models with the fastai library
  • Following AI research and ethics writing
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