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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.
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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
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Google Opal
✓ verifiedFree
Google Labs experiment for building and sharing AI mini-apps from natural-language prompts, no coding required.
2.1M visits/mo
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Gumloop
✓ verifiedFreemium
No-code platform for building and running AI agents that automate work across data, sales and support tasks.
701K visits/mo
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Composer
✓ verifiedFreemium
No-code automated trading platform, now part of SoFi, to build, AI-generate, backtest and auto-execute stock and ETF strategies.
278K visits/mo13K saves
Pricing
No public pricing
No public pricing
Pro: $37/month (20k+ credits/month, unlimited seats)
Trading Pass: $32/mo billed annually ($384/yr, unlimited automated trading)
Free trial available
LITE: $15/mo (billed yearly)
PROFESSIONAL: $40/mo (billed yearly)
BUSINESS: $85/mo (billed yearly)
Core features
- ✦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
- ✦Build AI mini-apps from natural-language prompts
- ✦Visual editor for prompt/tool workflows
- ✦Share created apps with others
- ✦No-code AI app prototyping
- ✦Visual canvas to orchestrate multi-agent workflows
- ✦Prebuilt specialized agents (data, support, CRM, sales)
- ✦Access to many AI models with no vendor lock-in
- ✦Slack, Teams and email agent interaction
- ✦Recurring/scheduled tasks and triggers
- ✦Enterprise security: RBAC, VPC, audit logs, spend controls
- ✦AI-assisted natural-language strategy creation
- ✦No-code visual strategy editor
- ✦Backtesting and portfolio analytics
- ✦Automated execution and rebalancing
- ✦Prebuilt and community strategy library
- ✦Retirement (IRA) account support
- ✦Animated video creation
- ✦Presentation design
- ✦Screen recording
- ✦Custom character builder
- ✦PowerPoint to video conversion
- ✦Template library
- ✦Team collaboration tools
Use cases
- →Build web apps without coding
- →Prototype product ideas quickly
- →Create landing pages and sites
- →Ship internal tools
- →Prototyping an AI workflow quickly
- →Sharing a custom AI mini-app
- →Automating a task with chained prompts
- →Automate data analysis and reporting
- →Triage support tickets and spot patterns
- →Keep a CRM updated and research prospects
- →Deploy AI agents across a team's tools
- →Build and test algorithmic trading strategies
- →Automate stock and ETF trades
- →Invest in prebuilt strategies
- →Run tax-smart trading in retirement accounts
- →Creating marketing videos for brand awareness and lead generation
- →Developing training videos for employee onboarding and skill development
- →Designing internal communications videos for employee engagement
- →Producing educational videos for classroom lessons
- →Crafting sales videos for product demos and promotions
- →Making HR videos for recruitment and onboarding
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