For founders of AI products.
See your revenue. Understand your AI costs.
Track visitors, customer payments and AI usage costs in one place. See who mentions your product on X.
For AI app and paid SaaS founders
Connect a website to discover relevant people mentioning your product on X.
From $20/month after a 7-day trial. No payment today.
Demo · Sample data
Revenue − AI cost = After AI cost. After taxes and refunds; before payment fees. Other business costs excluded.
Built for profitable AI products
Grow or Die measures AI unit economics from observed payments and server-side model cost. X monitoring needs only your website. Starter is $20/month and Growth is $99/month per website after a 7-day trial.
AI cost, contribution margin, and AI visibility guides
- What is AI unit economics?
- AI cost per user formula
- How to calculate AI contribution margin
- AI visibility: ChatGPT citations, crawlers, and revenue
- AI traffic analytics: crawlers, referrals, revenue
- From AI citations to revenue
- Best AI visibility tools
- LLM cost per user calculator
- Free AI visibility checker