LaunchFast: an AI Amazon product research tool at about 21.8K MRR in 90 days, built with Cursor in 48 hours
An AI product research tool for Amazon private-label sellers to find, validate and source products in minutes, built by a non-technical founder.
about 21.8K MRRper month, 90 days after launch; currency not stated, as claimed
- Verification
- Self-reported Number stated in a post or interview. Not independently verified.
- App type
- SaaS & tools
- Built with
- Cursor
- Got customers via
- Partnership, Coaching community
- Source
- Hassam (founder), Starter Story on Starter Story, Jan 5, 2026
“I built it with Cursor in 48 hours I pitched it to a coaching company with a massive audience and now we're earning 20K plus MRR”
Editor's note: The video title says $25K MRR; the founder's own figure is about 21.8K, so we use that. Launched through a partnership with a coaching company (LegacyX) that already had the audience.
How they got customers
Instead of building an audience, he pitched the tool to an Amazon-seller coaching company with a large audience and launched through that partnership on day zero, with discounted pricing for its members.
Steps to try
Build for a business you already know; he turned his own Amazon selling experience into the product.
From the sourceBorrow distribution by partnering with someone who already reaches your buyers.
From the sourceStack named in the interview: Cursor to write the code, Vercel, Supabase, Resend, Apify.
From the sourceAgree in writing on pricing and revenue split before launching through a partner.
Our suggestion
"From the source" steps summarize the linked post. "Our suggestion" steps are general practice from us, not claims by the founder.
Source
We summarize and link. Figures are reproduced as stated and are unaudited unless marked Verified. Founder? Request a correction or removal.