AI Resolution Pricing: What Actually Counts

A resolution is whatever your vendor's contract says it is, and the definitions genuinely differ. Gorgias counts an interaction as automated when the customer does not need a human agent within 72 hours of it. Fin, the company formerly called Intercom, counts one when no further help is requested after its last answer, and does not bill a plain handover to your team. Freshdesk does not bill resolutions at all, it bills sessions. Same support volume, three different invoices.

Last updated August 2026.

Per-resolution pricing sounds like the fairest deal in software. You pay when the AI does the work, and nothing when it does not. The catch is that "does the work" is a definition written by the party sending you the bill, and almost nobody reads it before signing. The unit price gets compared across vendors down to the cent while the thing being measured varies enormously.

What follows is what each major vendor actually documents, read off their own pricing pages and billing documentation in August 2026, with the wording they use.

What counts as a resolution in AI customer service pricing?

A resolution is an issue the AI closed end to end without a human finishing it. That is the shared idea. The disagreement is over how a vendor decides the issue was closed, and there are three broad approaches: a silence window (the customer stopped replying), a handover test (no human touched it), or a confirmation step (the customer said it helped). Each produces a different count from identical traffic.

The silence window is the most common and the most generous to the vendor. If a customer reads an unhelpful answer and gives up, that silence looks exactly like satisfaction to a billing system. It is worth asking any vendor what fraction of billed resolutions were inferred from silence rather than confirmed, because that is the number that separates a fair meter from an optimistic one.

How does Gorgias define an automated resolution?

Gorgias documents that "an interaction is considered automated if the customer does not require the involvement of a human agent within 72 hours of the interaction." An automated interaction is one where the request is "fully handled by AI Agent or another automation feature including Flows, Order Management and Article Recommendations." So the meter is a 72-hour silence-and-no-human window.

There is a second charge that buyers routinely miss. Gorgias also documents that "a ticket is considered billable when at least one message in the ticket is sent from your Gorgias helpdesk, whether the message comes from a human agent, AI Agent, or an automatic reply from a Rule." That is a ticket fee running alongside the automation fee. Two meters on the same conversation. The widely quoted line that Gorgias is never priced per agent is true, and it still leaves you paying per ticket.

One point in its favor: if the AI hands a conversation to a human, Gorgias charges only the ticket fee and not the automation fee. You are not billed twice for work the AI failed to finish. We go into the wider trade-offs on our Gorgias alternatives and competitors comparison.

How does Fin, formerly Intercom, define a resolution?

Fin's pricing page states the condition plainly: "No further help is requested after Fin's last answer." Resolutions are charged at $0.99 each. Critically, the page also says "You're not charged when a conversation is simply passed to your team without an outcome," so escalations are not billable events.

That is a silence-window definition with an explicit carve-out for handovers, which is more buyer-friendly than it first looks. At $0.99 it is also the most expensive unit in this category, and the arithmetic gets uncomfortable quickly: 1,000 AI-handled conversations a month is $990 on top of your seats, which for most small teams is more than the seats themselves. Our Intercom alternatives and bot pricing breakdown works through the seat side of that bill.

Does Freshdesk charge per resolution?

No. Freshdesk bills sessions, which is a different unit and an easy one to misread as a resolution. Freddy AI Agent includes the first 500 sessions, then charges $49 per 100 sessions after that. Freshdesk defines a session as "a unique interaction between an end-user and an AI Agent," and for email specifically it is "a 72-hour window starting from the customer's first email."

The difference matters both ways. A session that the AI fails to resolve still counts, so you can pay for work that did not land. But a long multi-message exchange inside one window is a single session rather than several. Whether that is cheaper than a resolution meter depends entirely on your conversation shape, which is why a quote built on your own ticket data beats any published comparison.

Does Zendesk charge per automated resolution?

Zendesk states that its AI agents are "included in every Suite and Support plan, with pricing based on the successful outcomes they deliver." That describes an outcome-based meter. As of August 16, 2026 it publishes no dollar rate for an automated resolution on the pricing page itself, only Suite Team at $55 and Suite Professional at $115 per agent per month paid yearly, with Enterprise gated behind a sales conversation.

Independent trackers circulate per-resolution figures for Zendesk. We are not going to repeat a number the vendor does not state. If you are evaluating it, ask your sales contact for the rate and the definition in writing, and treat any blog figure as a starting point for that conversation rather than a fact.

What is the difference between per resolution, per conversation and per session billing?

They measure three different things. A resolution is an outcome, a conversation is a whole back-and-forth thread regardless of how it ended, and a session is a time window of interaction. Only the first is tied to success, which is why the unit prices are not comparable even when the numbers look close.

Rates read off each vendor's pricing page or billing documentation on the dates shown. Prices move, so confirm anything you are about to sign.

Are you charged when the AI hands over to a human?

At the vendors that document it, usually not. Fin says you are not charged when a conversation is passed to your team without an outcome. Gorgias charges the ticket fee but not the automation fee on a handover. Freshdesk is the exception in this set, because a session is counted on interaction rather than outcome, so an exchange that ends in escalation can still bill.

This is one of the most valuable questions to ask during a trial, because handover rates in the first few months are high while the knowledge base is still thin. A vendor that bills failed attempts will charge you most during the exact period when the AI is worst.

How do I estimate my AI support bill before signing?

Take last month's real ticket count, not an average month, and split it into three buckets: issues the AI could plausibly close alone, issues needing a human, and duplicates or spam. Multiply the first bucket by each vendor's unit rate. Then multiply the whole ticket count by any per-ticket fee, because that meter runs regardless of who answers.

Do the same sum for your busiest month of the year. Usage pricing is at its worst during a promotion or a shipping delay, which is precisely when your ticket volume triples and your budget does not. If you go ahead with a metered vendor, it is worth pointing something at the invoice so a spike reaches you as an alert rather than as a surprise at the end of the month, because most support tooling will not warn you until the charge has already landed.

Then run the third scenario people skip: what happens when the AI gets good. If you double your automation rate from 20% to 40%, a per-resolution meter doubles that line of your bill. Success is the expensive case, which is the structural problem we lay out in why per-resolution AI pricing works against you.

Is per-resolution pricing cheaper than per-seat?

Per-resolution is cheaper at low, spiky volume and more expensive at steady, high volume, and the crossover arrives sooner than most buyers expect. At $0.99 a resolution, an AI closing 40 conversations a day costs about $1,200 a month, which exceeds the seat bill for a five-person support team on most platforms.

The deeper issue is direction of travel. Seats scale with your headcount, which you control and which you are trying to hold flat. Resolutions scale with your success at automation, which you are trying to increase. A meter tied to the thing you want more of will claw back part of every improvement you make. Flat pricing puts that gain in your pocket instead, which is the trade we built our own chatbot pricing around: $79, $199 and $499 a month with AI conversations included and carrier fees passed through at cost.

What to ask before you sign

Five questions, in writing, before the contract:

• What is your exact definition of a billable resolution, session or conversation?
• Is a resolution confirmed by the customer, or inferred from silence? What share of billed resolutions were inferred last quarter?
• Are handovers to a human billed?
• Is there a separate ticket, contact or seat meter running alongside the AI meter?
• What happens to my bill if my automation rate doubles?

Any vendor confident in its pricing will answer all five without hesitation. If you want the seat prices and AI meters lined up side by side across twelve platforms, we keep that comparison current on our best customer service software buyer guide, and the ecommerce-specific version lives on the ecommerce customer service software comparison.