Grow or Die

Search-to-profit analytics.

For AI SaaS founders: connect Stripe revenue to server-side AI cost. See customer contribution and missing evidence.

Search demand and AI recommendations, with evidence

Professional keyword research is separate from Google Search Console queries. GEO visibility uses checked, unbranded questions in ChatGPT—not referral visits or crawler requests.

Your product economics, in one line

Revenue / visitorAI cost / visitor = Profit / visitor

Connect your product data

Run the free AI visibility checker or read the AI visibility method.

Built for profitable AI products