📊 Market Evidence
🏆 Competitor Landscape
How existing players stack up in this market
| Competitor | Pricing | Notes |
|---|---|---|
| LangSmith | Free / $39-400+/mo | LangChain observability |
| Weights & Biases | Free / $50+/mo | ML experiment tracking |
| Helicone | Free / $20+/mo | LLM observability |
| Arize | Contact sales | ML observability platform |
| Portkey | Free / $49+/mo | LLM gateway + observability |
LangSmithFree / $39-400+/mo
LangChain observability
Weights & BiasesFree / $50+/mo
ML experiment tracking
HeliconeFree / $20+/mo
LLM observability
ArizeContact sales
ML observability platform
PortkeyFree / $49+/mo
LLM gateway + observability
Score Breakdown
66/100
💡Emerging
Early-stage opportunity worth watching
Market (20%) + Revenue (20%) + Trend (15%) + Competition (15%) + Build (15%) + Pricing (15%)
Market Proof7/10
Revenue Proof5/10
Trend Momentum9/10
Competition Gap3/10
Build Speed6/10
Pricing Signal6/10
🚀 Start Building
Copy a prompt into your favorite AI coding tool and start building this idea right now.
prompt.md
Build a SaaS product called "AgentOps - Observability for AI Agents". ## Product Overview Datadog for AI agents - trace, debug and monitor LLM workflows, MCP calls, and agent reasoning chains ## Problem Datadog for AI agents - trace, debug and monitor LLM workflows, MCP calls, and agent reasoning chains ## Solution Build AgentOps - Observability for AI Agents ## Target Audience indie hackers, small businesses, and solopreneurs ## Tech Stack - Next.js 15 (App Router) with TypeScript - Tailwind CSS v4 for styling - Supabase for auth, database, and storage - Vercel for deployment - shadcn/ui for UI components - Framer Motion for animations ## MVP Features to Build 1. Landing page with clear value proposition 2. User authentication (sign up, sign in, forgot password) 3. Core product functionality based on the solution above 4. Dashboard for users to manage their data 5. Pricing page with at least 2 tiers (free + paid) 6. Basic settings/profile page ## Known Competitors LangSmith, Weights & Biases, Helicone, Arize, Portkey ## Key Risks to Address Standard market entry risks ## Deployment 1. Set up Supabase project and configure environment variables 2. Deploy to Vercel with `npx vercel --prod` 3. Set up custom domain 4. Configure Supabase RLS policies for security ## Instructions Start by creating the project structure, then build the landing page first. Use server components where possible. Make it mobile-responsive from the start. Focus on getting the core value loop working before adding polish.