// THE AI SURVIVAL AUDIT

The AI Survival Audit$1,500

A 7-day diagnostic of your micro-SaaS. Not a template: a real read of your code, your costs, and your churn.

Book a discovery call first

// WE ANALYZE 7 AREAS

Technical debt

What’s actually slowing you down.

AI moat

Do you have data, workflow, or distribution advantages, or are you a thin wrapper waiting to die?

Inference costs

API and GPU spend per user and per query, and where it’s eating your margin.

Churn risk

Where users drop off, and why they never see the promised value.

Workflow integration

Is AI embedded in real workflows, or bolted on as a chat box?

Unit economics

Your true gross margin, CAC payback, and the numbers investors will actually look at.

Competitive position

What happens to your product if OpenAI ships your feature natively next quarter.

// YOU GET

  • A PDF report with findings, evidence, and screenshots
  • A priority scorecard: every issue ranked by impact and effort
  • A 90-day roadmap: what to fix first, second, third
  • An ROI projection for each recommended fix
  • A 60-minute walkthrough call

// TIMELINE

  1. Kickoff call

    We agree on scope and get access to what we need.

  2. 7 days

    We read the code, the costs, and the churn.

  3. Delivery call

    We walk you through the report and the roadmap.

We only run audits after a discovery call. We won’t take your money if we’re not confident we can help.

Book a discovery call first