Zendesk Sells Unlimited Seats Against an Outcome Budget With No Posted Rate
Zendesk now sells unlimited seats against an Outcome Budget the customer sets, and its launch materials carry no per-outcome rate. CXM lists Intercom at $0.99 an outcome and HubSpot at $0.50.

TL;DR
- Zendesk launched unlimited seats against a customer-set Outcome Budget, and Attio swapped Enterprise for a $1,000-a-month Ultra plan for new workspaces.
- Each vendor keeps a second meter behind the flat figure, and two of the three haven't published its rate.
- Existing Zendesk customers trying the new AI features start paying for usage on February 1, 2027, per CXM.
Zendesk took the seat count out of its new AI plans on November 10 and published no price per outcome.
At its AI Summit in San Francisco, Zendesk announced its Outcome AI Platform. Zendesk's own release describes a plan called Zendesk Unlimited with unlimited seats. Customers set an Outcome Budget and "pay for eligible issues resolved and business work completed," Zendesk said. Zendesk judges each outcome for quality before it counts. CXM found no per-outcome rates in the launch materials.
Attio and Salesforce moved this month too. Attio replaced its Enterprise plan with an Ultra plan for new workspaces, priced at $1,000 a month per workspace. Salesforce put Agentforce Coworker at $50 per user a month.
Each vendor now leads with a number a buyer can put in a budget, and behind each sits a second charge. How the vendor defines that unit decides what the agent costs.
Each price leaves a second line open
- Salesforce: the $50 covers all Coworker searches and 30 MB of indexing per user, Rajesh Beri says. Beri's November 9 read of the pricing page found no mention of actions, and whether actions also draw Flex Credits isn't published.
- Attio: Ultra includes five users and 20,000 workspace credits, with added users at $189 a month and credit packs from $70 to $85 a month.
- Zendesk: the customer sets the budget, which is drawn down at rates Zendesk hasn't published.
Attio's pricing FAQ says Ultra can be bought without talking to sales. Ultra bills annually only, and past five users it's priced per head, close to the per-seat AI pricing we covered earlier. Beri says Salesforce's per-user pricing still goes through an account executive.
Seats still set the base price at Salesforce and Attio. A forecast built on seat count predicts that base at both but misses actions, credits and outcomes.
Zendesk has billed per resolution since 2024
Zendesk has charged per automated resolution since August 2024, CXM reports. The new parts are unlimited seats and one Outcome Budget covering conversational outcomes and operational ones, such as completed tasks. Outcome definitions are agreed customer by customer, according to CXM. CXM also reports that Zendesk's help center says existing customers who try the new AI features will be charged for usage from February 1, 2027.
CXM lists the rivals' unit prices:
- Intercom: $0.99 an outcome
- HubSpot: $0.50
- Salesforce's Help Agent: $2
Zendesk's launch materials give a budget and a quality check with no rate attached. We covered Zendesk earlier as one of four vendors making the case against per-seat pricing.
Salesforce has priced agents per conversation, per action and now per seat, Beri notes. Each change reset what a buyer counted.
Buyers asked for the flat seat
Gartner analyst Jan Cook told The Register last December that vendors went back to seat pricing because buyers wanted predictable costs. Cook added that buyers aren't buying agents to replace people. A $50 seat or a $1,000 plan is a number finance can approve.
Most seat licenses also carry a secondary metric such as credit limits or fair-use caps, Cook said. "It's not truly unlimited, but it allows vendors some ability to control," Cook told the outlet. Forrester's Lisa Singer told The Register she expects hybrid models: a flat fee plus usage pricing on actions or workflows.
Gartner expects at least 40% of enterprise SaaS spend to shift toward usage-, agent- or outcome-based pricing by 2030, CXM reports. Salesforce, Attio and Zendesk each shipped the hybrid Singer described this month. The seat or plan fee answers the request for predictability. The usage line is where the vendor keeps some control, in Cook's terms.
The headline price is public while the unit behind it is negotiated
If the pattern holds, the seat line becomes the predictable part of an agent contract, and the spend that grows with use moves to units each vendor defines customer by customer. Zendesk's existing customers are the first test, with usage billing from February 1, 2027.
It's not truly unlimited, but it allows vendors some ability to control.
The next date to watch is February 1, 2027, when existing Zendesk customers who try the new AI features start paying for usage, per CXM.



