The Death of Per-Seat Pricing: What It Means for Your SaaS P&L
Per‑seat pricing is rapidly losing ground to hybrid and outcome‑based models as AI‑driven usage spikes. Bloomberg forecasts subscription‑based pricing dropping from 60% to 30% of SaaS contracts by 2030, while outcome‑based pricing climbs to 60%. Early adopters like Salesforce and Zendesk show that fewer seats can generate higher spend through consumption billing, but firms stuck on pure seat models face churn rates 2.3× higher. The shift creates double variability—revenue and COGS—compressing gross margins from 80% to 50‑60% and demanding new financial metrics and reporting structures.
Your AI Feature Is Quietly Destroying Your Gross Margin
SaaS companies that embed AI often treat the new inference and infrastructure expenses as ordinary COGS, which can sharply erode gross margins. While classic SaaS targets 70‑80% margins, the ICONIQ 2026 State of AI survey shows AI‑enabled products anticipate only...