A 5-day deep-dive review of your existing AI iOS or web product. I find cost optimizations, UX improvements, and conversion fixes that founders typically miss because they're too close to the build.

What you get:

Full architecture review covering AI integration patterns, model selection, latency, and inference cost

UX teardown focused on AI-specific friction points: first-token latency, error states, perceived intelligence, onboarding to "aha"

Conversion analysis covering paywall placement, AI feature surfacing, retention hooks tied to AI usage

Specific, prioritized recommendations with effort/impact scoring

90-minute Zoom walkthrough of the report

Why me: I built and run Castify, an AI podcast app with 70,000+ downloads, paying users in 50+ countries, and $80K+ in lifetime revenue — solo. I've also shipped a revenue-generating AI iOS product for a client (Padsnap). I know what works because I've shipped it; I know what fails because I've shipped that too.

Delivery: 5 business days from kickoff. Audit report delivered as a Notion page or PDF.

Price: $5,000 fixed. Often expands into a build engagement.