← Work We've Delivered
Illustrative scenario — based on real tool capabilities and typical project outcomes
Startup

A SaaS founder — Austin, TX

Validating a SaaS MVP with AI as a solo founder

Evenings and weekends only. Six weeks to validate, not six months. The right stack made that math work.

What Was Being Lost

A founder in Austin had a SaaS idea for a niche B2B tool. They had a technical background but limited time — still in a full-time job while trying to validate the idea on evenings and weekends. They needed to move faster than their schedule allowed. The goal was to get to 50 signups before deciding whether to go full-time.

How It Was Built

CursorProduct & landing page

Built the entire landing page and a functional MVP prototype from plain-language descriptions. Saved an estimated 60 hours of coding time.

Claude ProPositioning & copy

The landing page copy, value proposition, email sequences, and cold outreach all went through Claude. Converted at 4.2% — above their target of 3%.

Perplexity ProMarket research

Competitive analysis, customer review mining on G2 and Reddit, and market sizing — done in one intensive day instead of two weeks.

What Got Done

40 signups in 6 weeks (target: 50 — close enough to go full-time)
Total tool spend during validation: $80
Landing page conversion rate: 4.2%
Time to first working prototype: 9 days

Timeline

Validated in 6 weeks of evenings and weekends

Total Monthly Cost

$60/mo

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