Last month I challenged myself: build and launch as many useful AI tools as possible. The goal wasn't perfection - it was speed and learning.
Here's what I shipped:
The Tools
1. CleanCSV AI
Problem: Messy CSV files with duplicates, mixed dates, empty cells.
Solution: Upload → AI diagnoses issues → One-click fix → Download clean file.
Stack: Next.js + deterministic cleanup logic (no AI guessing for simple fixes)
2. BriefPDF AI
Problem: Too many PDFs to read.
Solution: Upload any PDF → Get executive summary + key points.
Stack: Next.js + Claude for analysis
3. InvoiceQuill
Problem: Creating invoices is tedious.
Solution: Describe in plain English → AI generates invoice → Live PDF preview.
Stack: Next.js + OpenAI for NLU
4. LegalDocs AI
Problem: Lawyers charge $500 for template documents.
Solution: Answer questions → AI generates Privacy Policy / Terms / NDA.
Stack: Next.js + OpenAI + Creem payments
5. DepthPilot AI
Problem: Learning AI/ML is overwhelming.
Solution: Upload papers → AI extracts key concepts → Track learning progress.
Stack: Next.js + Claude for analysis
6. 16Traders
Problem: Most traders don't know their trading personality.
Solution: 3-minute test → Get your trader archetype (like MBTI for traders).
Stack: Next.js + custom scoring algorithm
What I Learned
1. Speed beats perfection
MVP first, iterate later. None of these are perfect, but they're live and getting feedback.
2. The AI is the easy part
The hard part is everything else: deployment, payments, SEO, marketing, support.
3. Self-hosting is underrated
All 6 tools run on a single $10/month VPS. No Vercel bills, no Lambda surprises.
4. Creem > Stripe for MVPs
Creem handles merchant of record, taxes, compliance. One integration, global payments.
5. Distribution is 80% of the work
Building is fun. Getting users is hard. SEO takes months. Twitter is noisy.
The Numbers (After 30 Days)
- Total revenue: $0 (yes, zero)
- Total users: ~200 (mostly from Dev.to)
- Biggest traffic source: Dev.to articles
- Biggest time sink: Payment integration
What's Next
The challenge isn't building more tools. It's getting these 6 to product-market fit.
Current focus:
- More content marketing (like this post)
- Google indexing (submitted to Search Console)
- Finding communities where users hang out
If you're building in public too, I'd love to connect. What's been your biggest challenge shipping fast?
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