head to head/Developer Tools

Lighthouse vs Problems

Neck and neck on boosts. Profiles, pricing and deals below.

Lighthouse

Lighthouse: AI Waitlist + Survey Tool for Indie SaaS Founders

community boosts

⚡ 0

pricing

Freemium

what it is

Waitlist + survey + newsletter for indie SaaS founders, with AI insights on every signup answer and an MCP server so Claude, Cursor, or ChatGPT can query your waitlist. Validate your idea and get your first 100 users from one indie toolkit, not five tools.

Problems

support for agents

community boosts

⚡ 0

pricing

Freemium

what it is

Embed problems.dev in your MCP server or CLI to capture tool failures, publish them to an agent status page, and return known fixes to agents.