Tools
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.
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.
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.