Bryan Rothwell

Tools

Free working tools for AI monetization decisions.

Real working calculators for the specific monetization decisions AI startups face: cap sizing, free allocation, bill-shock prevention. No login wall, no demo gating. Email signup unlocks downloadable results.

Credit Cap Sizing Calculator

Coming soon

Input your product type, customer base size, and per-call model cost. Get a recommended cap structure with thresholds, alert points, and overage policy.

For: AI startups launching usage-based pricing for the first time.

Calculate how many free credits to include per paid seat without cannibalizing revenue. Models perceived-value lift against ARR impact.

For: AI startups designing bundled subscription + usage hybrids.

Bill-Shock Risk Audit

Coming soon

Paste in your current pricing model. Get a risk score and a list of specific failure modes to prevent before launch.

For: AI startups about to ship usage-based pricing to existing customers.