Dynamic pricing: when it makes sense for your business

Dynamic pricing isn't just charging by usage

Chargebee's 2025 State of Recurring Revenue & Monetization Report, surveying 473 finance, product, and go-to-market leaders across the US and UK, shows that 43% of companies already combine subscriptions with a usage component — a hybrid model, not a full replacement of fixed pricing. Good dynamic pricing is rarely "all variable"; it's deciding which part of the price reacts to behavior and which part stays predictable.

That distinction matters because 100% variable pricing tends to scare off B2B buyers, who need to forecast cost for budgeting. The hybrid model solves both sides: predictability for the customer, value capture for the seller.

What needs to exist before automating price

Before any dynamic pricing engine, a company needs reliable usage data, a clear value metric (what exactly is being charged — API call, seat, transaction, outcome), and a billing process able to reflect price changes without generating billing errors. Automating price on top of dirty data just automates the error.

The same Chargebee report shows that companies using hybrid pricing — subscription plus usage plus an outcome-based component — improve margin at more than twice the rate of those using pure usage-based pricing alone. The gain doesn't come from "varying the price"; it comes from combining predictability with real value capture.

AI is accelerating this conversation, not replacing the basics

80% of companies adding AI to their product are also revising their pricing model at the same time, according to the same research. That makes sense: a product now delivering value per outcome (not just per access) puts pressure on traditional fixed pricing. But the pricing decision still requires the same foundation — clean data, a defined value metric, billing readiness — before any automatic adjustment.

Where this usually goes wrong

Dynamic pricing without auditable usage data turns into arbitrary pricing in the customer's eyes. Without clear communication of why the price changed, the perception is opportunistic charging, not delivered value. And without billing readiness, price automation generates invoice disputes — the opposite of the efficiency gain that motivated the change.

Where Diglion comes in

Diglion assesses whether a company's data and billing foundation is ready to support dynamic pricing before recommending any price automation — the technical decision comes before the commercial one.

Sources consulted

• Chargebee, State of Recurring Revenue & Monetization Report 2025, retrieved 2026-08-11.