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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.

Plot logo
Plot
✓ verifiedPaid

AI video social-listening platform that scans social video content to surface untagged brand mentions, sentiment, and creator leads.

15K visits/mo
Macroscope logo
Macroscope
✓ verifiedFreemium

AI tool for engineering teams that automates code review, status updates, and answers questions about what's changing in code.

21K visits/mo
Atoms logo
Atoms
✓ verifiedFreemium

No-code AI platform using multi-agent 'employees' to research, build, deploy and market full-stack apps from a prompt.

619K visits/mo15K saves
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

No-code AI builder that turns prompts into full-stack iOS, Android and web apps with a managed backend and Stripe payments.

394K visits/mo54K saves
Pricing

No public pricing

No public pricing

Free: $0/mo (15 credits/day)
Pro: from $20/mo (100 credits)
Max: from $100/mo (500 credits)

No public pricing

Free: $0 (500 daily / 2,000 monthly credits)
Pro: $25/mo (up to 7,500 credits/mo)
Core features
  • AI video analysis of audio, visuals, and captions
  • Untagged brand mention and UGC detection
  • Creator sourcing by niche, audience, and brand fit
  • Outbound comment engagement tracking
  • Competitive benchmarking across brands
  • Brand sentiment and safety monitoring
  • AI code review
  • Automatic engineering status updates
  • Agent that answers questions and takes action
  • Metrics on coding time and project focus
  • Pushed vs landed tracking
  • Commit and contributor insights
  • Multi-agent AI team (PM, engineer, analyst, etc.)
  • Chat-to-build full-stack apps
  • Built-in backend: auth, database, Stripe
  • SEO and ads agents
  • Race Mode across multiple models
  • Code export and GitHub sync
  • 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
  • AI app builder for iOS, Android and web
  • Managed backend via Supabase (DB, auth, storage)
  • Built-in Stripe payment integration
  • Agent mode with usage-based pricing
  • Mobile creator app for building on the go
  • GitHub export and code editor
Use cases
  • Finding untagged user-generated content about a brand
  • Sourcing creators that match specific audience criteria
  • Measuring campaign impact across social video
  • Benchmarking a brand's social presence against competitors
  • Automating code reviews
  • Keeping stakeholders updated on engineering progress
  • Understanding what's changing in a codebase
  • Tracking team productivity metrics
  • Build SaaS and e-commerce apps
  • Launch MVPs in minutes
  • Add payments and user login
  • Drive SEO and ad growth
  • Export code and self-host
  • Build web apps without coding
  • Prototype product ideas quickly
  • Create landing pages and sites
  • Ship internal tools
  • Building an MVP without coding
  • Launching mobile apps quickly
  • Prototyping app ideas
  • Adding payments to a no-code app
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