Olark vs LiveAgent
Side-by-side trajectory, velocity, and editorial themes.
Olark rebuilds around v2 — new layout, AI Assistants surface, in-product bot evaluation.
Olark is mid-rollout of v2, a full interface rebuild that landed in mid-2025. The AI Assistants area is now structured around Knowledge / Persona / Evaluation tabs, with bot review and feedback (thumbs up/down on individual answers) happening directly in-product. Knowledge ingestion has expanded to JSON and ZIP files plus much larger website crawls. Smaller v2 quality-of-life touches keep landing — collapsed agent menus, static offline messages, Group ID exposure for API users.
The product is being rebuilt around AI-assisted chat support, not bolted on. The Evaluation tab in particular signals a closed-loop training direction — agents tune the bot from real conversations rather than configuring it abstractly. v2 is also shedding classic settings page by page; expect that migration to keep producing visible incremental wins.
Next moves likely deepen the bot evaluation loop — automatic quality scoring, suggested knowledge updates from low-rated answers — and continue retiring classic surfaces. A pricing/tiering revisit around AI usage is plausible once the v2 migration has run its course.
LiveAgent wires its ticketing engine into the Claude ecosystem via MCP.
LiveAgent is in dense maintenance mode — multiple version trains and a backport branch all shipping fixes and security patches almost daily — but the AI integration thread has sharpened. The 5.64 release adds an AI Agent Work Distributor for tickets, a new add_note MCP tool, and OAuth 2.1 on the MCP server with the explicit goal of letting claude.ai connect as a custom connector. Earlier May releases switched the MCP protocol to Streamable HTTP and renamed MCP tokens for clarity.
The product is positioning MCP as its core integration substrate. Each release adds another MCP refinement — protocol upgrade, naming cleanup, ticket-level AI work distribution — pointing toward a model where Claude or any MCP-aware agent triages and acts on tickets natively. The parallel backport lines (5.62.x, 5.63.x) suggest the AI work is being layered on without forcing customers off the legacy install base.
Expect the AI Agent Work Distributor to grow into more autonomous resolution flows, with new MCP tools added incrementally (search, reply, escalate), and a more explicit Claude-Connector-ready posture in product marketing.
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