Launch Fast

What makes it different

Launch Fast is an AI-powered operating system for Amazon sellers: product research with historical trend data, catalog management and ad optimization, all reachable through AI agents. Founder Hasaam Bhatti, a non-technical founder who ran two Amazon brands on the side, built the first version in 48 hours entirely in Cursor.

The numbers tell the story: $10K MRR on day 30, $17-18K on day 60, $21.8K on day 90, and $30K MRR now. All paying customers, no free tier — a Chrome extension with 330 active users at day 90, and a just-shipped MCP that the founder calls one of the first all-in-one agentic tools for Amazon sellers.

Distribution was solved before a line of code shipped: with zero audience, Hasaam traded equity with the Legacy X coaching program for day-one access to thousands of active Amazon sellers, and was told to quit his corporate job the next morning.

The playbook, in their own words

• Day 30 hit $10K MRR, Day 60 $17-18K, Day 90 $21.8K, now at $30K MRR source ↗
• MVP built in 48 hours entirely in Cursor with zero audience; traded equity with the Legacy X coaching program for day-one distribution source ↗
• Just shipped an MCP — "one of the first all-in-one agentic tools for Amazon sellers"; sellers research products, manage catalogs and optimize ads through AI without bouncing between five tools source ↗
• 330 active Chrome extension users at Day 90; subscription tiers $49/$89/$199 per month, all paying customers, no free tier source ↗