Where each one wins
Where each AI option actually wins.
For each platform, here is the specific situation where its AI is the better choice. If your situation matches, take it seriously, including the case for staying on Gorgias's own AI Agent.
Richpanel
Stated as plainly as the rest. Richpanel is a team of AI agents that runs customer service end to end, resolving conversations autonomously while your people handle the exceptions. Choose Richpanel if you want the highest confirmed resolution on ecom tickets proven on your own historical Gorgias conversations before go-live, a single per-conversation meter at about $0.20 with no second charge for the ticket, one-click Gorgias import that brings your tickets, macros, tags, and users, multi-brand in one workspace, and 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 529 conversations end to end with no human touch, at 4.39 out of 5 CSAT, above its own human team.[3] One clarification, because some comparisons still file Richpanel under self-service: that describes an earlier product. The current agent reads full customer context and runs refunds, cancellations, order edits, and subscription changes as validated, policy-bounded tool calls, not drafted text. It does not tell a customer how to start a return. It starts the return. Where we are weaker: we are younger than Zendesk and Intercom, and we do not match the sheer count of native Shopify-app integrations in Gorgias's marketplace. If "most-established vendor" or "maximum ecom app count" is your top criterion, that is a fair reason to look elsewhere.
Intercom Fin
Fin is the most-deployed agent here and inherits Intercom's enterprise credibility. Choose Fin over Richpanel if you already run Intercom for chat and product messaging, where adding the Fin agent is the lowest-friction path to autonomous resolution, or if your buying committee wants the analyst-recognized option. Fin genuinely resolves over knowledge plus structured actions. Its price is $0.99 per resolution, and inside the Intercom 2 suite that resolution stacks on Intercom seats, so model the all-in cost against your volume; Fin runs standalone on other helpdesks at $0.99 per outcome with no seat fee, which changes the math.
Gorgias AI Agent (stay and tune)
The honest case for not switching. Stay on the Gorgias AI Agent if your AI volume is low enough that the double meter barely registers, you depend on a Gorgias-only ecom app integration, and your team is fluent in its workflows. Gorgias has the widest ecommerce app marketplace of anyone here and deep native Shopify actions, so if answer quality is your only complaint you can often improve it with better knowledge and tuning rather than a migration. The reason it dominates switch conversations is the resolution gap and the ticket-plus-resolution bill, but on raw ecom app breadth it is genuinely the leader.
Zendesk AI
Zendesk is the broadest platform on this list, spanning use cases far beyond ecommerce, with a vast app marketplace and a mature, separately-sold QA product. Choose Zendesk AI over Richpanel if you are a larger organization standardizing one vendor across many functions (IT service, internal help desks, enterprise workflows) and you value that breadth over ecom-native resolution depth. Two honest caveats: its autonomous AI stacks per resolution on top of per-seat plans, and real-world autonomous resolution on unfiltered ecom tickets commonly lands around 10 to 20 percent, well below the marketed ceiling. For a sprawling org the breadth is the point; for a single-purpose Shopify CX team, much of it is surface area you will not use.
Freshdesk Freddy
Freddy is the session-budget option. Choose Freddy over Richpanel if you want a hard, predictable cap on AI spend and you are comfortable with the trade that comes with it. The Freddy AI Agent is billed by session, roughly $49 per 100 sessions, so your monthly AI cost is bounded by the bundle you buy. The catch is that when the session bundle is exhausted, the AI stops responding rather than degrading gracefully, so budgeting is a real constraint, not a soft overage. It fits a team that prizes a fixed ceiling over uncapped resolution.
Tidio Lyro
Tidio's Lyro is the lowest-friction, lowest-cost entry point in this comparison. Choose Tidio over Richpanel if you are a very small store with low ticket volume, you want the simplest possible setup, and price is the deciding factor over resolution depth or multi-brand support. Lyro resolves common queries from about $0.58 per AI conversation, with limited store actions beyond order lookup. For a founder doing support themselves at low volume, it can be the most pragmatic first AI, so long as your tickets are mostly the simple, repetitive kind.
Re:amaze
Re:amaze is an ecommerce shared inbox with AI assistance rather than an autonomous resolution engine. Choose Re:amaze over Richpanel if you want an affordable multichannel ecom helpdesk first and treat AI as a nice-to-have. Its AI features are in beta: they draft responses and summarize conversations, with per-user resolution caps (20, 50, or 100 per user by plan), which is a different job than an agent that closes tickets on its own. If your bottleneck is genuinely the resolution rate, a beta assist layer will not move it; if you mainly want a solid inbox with some AI help, it is a reasonable, low-cost fit.