Practical AI for people who ship

May 21, 2026

Monarch Money vs Copilot Money vs YNAB: Which Wins?

I fed Monarch, Copilot, and YNAB the same 847 transactions over 90 days. The most accurate app isn't the one that changed my spending. Here's the data.

May 21, 2026

Vanta vs Drata vs Secureframe: The AI Does Less Than You Think

Vanta, Drata, or Secureframe? All three take 8–12 weeks. The real difference is what their AI automates — and the auditor fees nobody quotes.

May 19, 2026

AI Document Extraction Comparison: 200 Messy Invoices, One Winner

I tested LlamaParse, Google Document AI, and AWS Textract on 200 messy invoices. Here's accuracy, speed, and true cost per correct page.

May 19, 2026

AI Brand Visibility Tools Compared: One Is Worth It, Two Aren't

I tested Otterly, Profound, and Peec on the same brand queries for 30 days. One is worth paying for. Here's the data and the verdict.

May 18, 2026

Calendly AI vs Cal.com vs SavvyCal: 50 Bookings, One Clear Winner

I ran 50 bookings through Calendly AI, Cal.com, and SavvyCal — tracking no-shows, friction, and cost per meeting. The 2026 pick, by user type.

May 18, 2026

Podcastle vs Adobe Podcast vs Cleanvoice: 20 Files, One Stack

I tested Podcastle vs Adobe Podcast vs Cleanvoice on 20 messy recordings. Here's which wins on noise, which kills fillers, and which stack to pay for.

May 17, 2026

Adobe Acrobat AI vs ChatPDF vs Smallpdf: The Free Tool Won

Fed the same 100-page contract into Adobe Acrobat AI, ChatPDF, and Smallpdf. ChatPDF won on accuracy and speed. Here's the data — and which to pick.

May 17, 2026

Unbounce vs Instapage vs Leadpages: 14 vs 22 vs 31 Minutes

I built the same SaaS sign-up page in Unbounce, Instapage, and Leadpages using only AI. Here's what each wrote, the cleanup time, and which one wins.

May 16, 2026

Claude Artifacts vs ChatGPT Canvas vs Gemini Gems: What Each Actually Ships

I built 5 outputs in Claude Artifacts, ChatGPT Canvas, and Gemini Gems. Here's what each shipped — and what needed a manual rebuild.

May 16, 2026

Perplexity vs ChatGPT Search vs Google AI Overview: I Found the Liar

30 real queries across Perplexity, ChatGPT Search, and Google AI Overview. Fact-checked every answer. One tool kept inventing sources.