Concurrency is the metric everyone over-trusts
Live chat's superpower is that one agent can handle several conversations at once, and the temptation is to push that number ever higher because it looks like free efficiency. But concurrency has a ceiling, and past it every extra chat degrades all the others. Measuring workload well means finding that ceiling for your team — not assuming it is infinite.
Count the real load, not just the chat count
Three simple “what are your hours” chats are lighter than one gnarly technical case, so raw concurrent-chat count understates and overstates load by turns. A truer picture combines how many chats are open, how complex they are, and how long they run. An agent at “only two chats” may be underwater if both are hard; one at five easy ones may be cruising.
Find the point where more chats hurt
Watch what happens to response time and satisfaction as concurrency climbs. There is a number — often lower than managers hope — past which reply times stretch, answers get sloppy, and customers feel the agent is distracted. That inflection point is your real capacity per agent. Staffing to it protects quality; ignoring it trades quality for a vanity efficiency number.
Balance the load, and protect the people
Workload measurement is not only about efficiency; it is about not burning out your team. If the same strong agent silently absorbs the overflow every day, you will lose them. Distribute chats so no one is permanently drowning, and read the workload data as a staffing signal — a queue that is always full means you need more hands, not more heroics.
How MyLiveChat helps
MyLiveChat's reporting shows chat volume, response times, and how work is distributed across agents, so you can see where load concentrates and when the peaks hit. Reading concurrency next to response time and satisfaction is what tells you the real ceiling — and whether today's staffing is under it or over it.