Zan Digital › Companies
HubSpot
Every piece of Zan Digital analysis that covers HubSpot — 7 pieces, each figure traced to a named source.
- 001Agentforce vs Fin vs Breeze: 3 Prices, 3 MetersFin bills $0.99 per outcome, Breeze $0.50 per resolved chat, Agentforce $0.10 per action. The 10x gap is a unit mismatch. Normalised, the order inverts.10x
- 002AI Agent Liability: Who Pays When It Gets It WrongStandard AI contracts cap vendor liability at the fees you paid. Deloitte refunded 22% of a A$440,000 report. What buyers can actually recover in 2026.C$650.88
- 003HubSpot Breeze Pricing: 3,000 Credits, 60 ResolutionsHubSpot moved Breeze onto credits and outcome pricing in April 2026. At 50 credits per resolved conversation, a Professional plan's 3,000 credits buy 60.50 credits
- 004Outcome-Based Pricing Risks: 7 Clauses Buyers Must DemandOutcome pricing shifts risk to the vendor, then lets the vendor keep score. Here are 7 contract clauses that make a disputed AI agent outcome resolvable.24 hours
- 005SaaS Pricing Changes: 1,800 in a Year, What Vendors LearnedThe top 500 B2B and AI companies made 1,800 pricing and packaging changes in 2025, 3.6 each. What actually worked, what backfired, and what to copy.1,800+
- 006Value Metrics That Survive Automation, and How to MigrateSnowflake bills consumption and retains 125% of revenue. Asana bills seats and retains 96%. Here is how to pick a value metric that survives automation.125%
- 007Support Deflection at 60%: What Is Left for HumansDeflection at 60% removes the easiest contacts, not 60% of the work. Gartner expects half of AI-driven service cuts to be rehired by 2027. Here is the math.50%