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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.

Yay! Forms logo
Yay! Forms
✓ verifiedPaid

AI form builder for surveys and quizzes with automated insights; high traffic.

102K visits/mo956 saves
devActivity logo
devActivity
✓ verifiedFreemium

GitHub-based engineering analytics that tracks contributions, automates performance reviews and adds gamification for dev teams.

52K visits/mo
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.

Code Autopilot logo
Code Autopilot
✓ verifiedFreemium

AI GitHub companion that summarizes PRs, answers questions and proposes fixes inside issues and pull requests.

Pricing
Starter: $9/month billed yearly or $19/month
Plus: $29/month billed yearly or $39/month
Professional: $59/month billed yearly or $79/month
Free: $0/contributor (up to 7 contributors, 90-day retention)
Premium: $10/contributor (unlimited contributors, AI insights)

No public pricing

No public pricing

No public pricing

Core features
  • AI-powered insights
  • Form creation in 30 seconds
  • Customizable branding
  • Logic branches
  • Integration with various tools
  • Drop-off rate tracking
  • Emotion and sentiment analysis
  • Keyword extraction and text classification
  • Contribution and work-quality analytics
  • Automated, AI-powered performance reviews
  • Retrospective insights
  • Operational bottleneck alerts
  • Gamification with XP, levels and leaderboards
  • Uses Git metadata without accessing source code
  • 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
  • Chat inside GitHub issues and PRs
  • Task-to-implementation plans with code
  • Automatic bug-fix suggestions
  • Pull-request summaries for faster review
  • Full-codebase context
  • GitHub-native integration
Use cases
  • Lead capture for marketing teams
  • User feedback collection for product teams
  • Customer retention for customer success teams
  • HR process organization for HR teams
  • Research data analysis for research teams
  • Branding customization for agencies
  • Automating developer performance reviews
  • Spotting delivery bottlenecks
  • Generating retrospective insights
  • Motivating teams via gamification
  • 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
  • Speeding up pull-request reviews
  • Implementing features from task descriptions
  • Debugging with AI-proposed solutions
  • Answering questions about a repo
  • Boosting a solo developer's output
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