Where each one wins
Where each option actually wins.
For each platform, the specific situation where it is the better choice, including the case for staying exactly where you are.
Richpanel
Richpanel is a team of AI agents that runs customer service end to end, plus the helpdesk your people work in, as one product. Choose Richpanel if the two-vendor structure is what you are trying to remove: one meter at about $0.20 per AI-resolved conversation, $99 per seat for the humans on the exceptions, no separate helpdesk invoice, and one system of record so nothing is lost on escalation. The agent runs refunds, cancellations, order edits, and subscription changes as validated, policy-bounded tool calls rather than drafted text. It is independently audited for SOC 2 Type II, HIPAA, and GDPR, rated 4.8 stars across 115 Shopify App Store reviews and 4.7 across 94 on G2, and it carries a 50% resolution in 30 days guarantee with your money back if it misses. In production that has looked like a wellness brand where AI sends 63% of every customer message and closes routine conversations end to end with no human touch, at 4.39 out of 5 CSAT against a team-wide 4.33.[5] Where we are weaker: we are younger than Zendesk and Intercom, we do not match Gorgias on native ecommerce app count, we do not host our own voice and instead integrate with Aircall, Dialpad, and JustCall, and unlike Siena we do not publish a full self-serve price list. If any of those is your top criterion, that is a fair reason to look elsewhere.
Yuma AI
The closest like-for-like replacement if you want to keep your helpdesk. Choose Yuma over Richpanel if a migration is off the table this year and you only want a better layer. It describes itself as "the AI operating layer for ecommerce customer experience" and is "helpdesk-agnostic," running inside Gorgias, Zendesk, Kustomer, Salesforce Service Cloud, Re:amaze, Gladly, Front, Sprinklr, and Zoho Desk, which is the widest helpdesk coverage in this comparison and wider than Siena's six.[6] It takes real operational steps including issuing refunds, creating labels, updating addresses, and validating return eligibility, and it bills on performance, only for conversations the AI fully resolves, with a 30-day free trial on real ticket data.[6] The honest catch: Yuma publishes no pricing at all, so you cannot compare it to Siena's rate card without a sales process, and the second bill remains because Yuma is also a layer.
Intercom Fin
The most transparently metered mature agent in this set. Choose Fin over Richpanel if you already run Intercom, where adding Fin is the lowest-friction path to autonomous resolution, or if your buying committee wants the most widely deployed option. Fin is $0.99 per resolution, and importantly it is not billed when a customer explicitly asks for a human, nor on escalations triggered by frustration detection or workspace rules.[7] That is a fairer meter than most. Two caveats: Intercom's own help documentation scopes that pricing to Fin used with Intercom, so confirm the terms if you intend to run it elsewhere, and inside the Intercom suite the resolution charge stacks on seats. If Fin is on your list, our Fin alternatives comparison and the Salesforce acquisition analysis both matter to the decision.
Siena AI (stay, and renegotiate)
The honest case for not switching. Stay on Siena if its agent is genuinely performing on your ticket mix, your subscription stack depends on its unusually broad direct integrations across Recharge, Skio, Smartrr, Stay AI, Ordergroove, and Prive, and the all-in arithmetic above still clears your bar.[2] Siena also deserves credit for publishing a price at all, which Decagon and Yuma do not. What to fix rather than flee: the pricing page defines no terms around what counts as an automated ticket and publishes no minimum, overage, or annual commitment, and the page itself says pricing depends on your ticket volume and team structure.[3] Get all of that in writing before renewal, and price the helpdesk underneath into the same spreadsheet.
Decagon
The enterprise option, and the one with the largest named deployments here. Choose Decagon over Richpanel if you are operating at genuine enterprise scale with an engineering-capable CX team, because its model is customer-authored tools against any API rather than a fixed integration catalogue, which gives it effectively unlimited reach for teams that can build. Its published customer results are the strongest set in this comparison, including 80% deflection at Duolingo, 70% chat and voice resolution at Chime, and 95% cost reduction at ClassPass.[8] The catch: Decagon publishes no pricing and its pricing page returned a 404 when we checked on 28 July 2026, so budget discovery requires sales, and like Siena it is not a helpdesk, so the second bill applies. Our head-to-head detail is at Richpanel vs Decagon.
Gorgias AI Agent
If you run Siena on top of Gorgias, this is the option that removes an entire vendor rather than swapping one. Choose the Gorgias AI Agent if your Gorgias workflows are working and you want one invoice instead of two. It is $0.90 per resolved interaction on most plans and $1 on Starter, and it is billed when the AI resolves a conversation entirely on its own. Note that a resolved conversation lands on both meters: Gorgias defines an automated interaction as one where the AI "fully resolves a ticket with no human in 72 hours, and also counts as one helpdesk ticket." Only a handoff escapes the AI fee, becoming a standard ticket.[9] Gorgias also has the deepest native Shopify and ecommerce app marketplace of anyone in this table. The trade: you inherit whatever resolution rate their agent achieves on your tickets, which is exactly the thing to test before committing. See Best Gorgias AI alternatives for that specific cut.
eesel AI
The cheapest transparent meter and the only genuinely self-serve option here. Choose eesel over Richpanel if price and speed of trial dominate your decision: it is $0.40 per support ticket with, in its own words, "No platform fee, no per-seat fees, no minimum," a default $250 monthly spending cap with alerts, and $50 of free usage to start with no credit card.[10] For a small team that wants to test an AI layer this week without a sales call, nothing else in this table is close. The honest limits: the helpdesk integrations named on its pricing page are Zendesk, Freshdesk, and Slack, ecommerce action depth is not its focus in the way it is for Siena, Yuma, or Richpanel, and its enterprise tier adds a $1,000 per month flat fee on top of usage.[10] It is also, for what it is worth, the page currently ranking first for this very query, and it ranks itself first.
Zendesk AI
If Siena is running on your Zendesk, the cheapest experiment available is turning on the AI you may already be paying for. Choose Zendesk AI over Richpanel if you are standardising one vendor across many functions well beyond ecommerce and you value that breadth over ecom-native resolution depth. Zendesk now includes AI agents across Suite and Support plans, billing usage as "automated resolutions" charged only when a request is resolved without escalation, with allowances included in the plan.[4] At modest volume, dropping the layer may cost you little or nothing extra. Two honest caveats: no per-resolution rate is published, so model overages carefully, and real-world autonomous resolution on unfiltered ecommerce tickets commonly lands well below marketed ceilings. Detail in our Zendesk AI agents guide.