
12 Key Help Desk Metrics, KPIs, and How to Calculate Them
Explore 12 key help desk metrics and KPIs to enhance performance and customer satisfaction. Learn how to calculate and improve metrics like response efficiency,...

Discover 15 crucial live chat metrics to boost business success in 2025. Learn to measure, improve KPIs, and create performance reports. Enhance chat operations with AI and automation. Try LiveAgent for free to optimize customer interaction strategies.
Live chat has become a crucial tool for businesses to connect with their customers in real-time. But how do you know if your live chat strategy is working? That’s where live chat metrics come into play.
Let’s dive into the world of live chat metrics and key performance indicators (KPIs) to help you measure and improve your chat game. We’ll uncover the 15 crucial live chat metrics you need to track in 2025. Are you ready to chat your way to success? Let’s jump right in!
Live chat metrics consist of numbers and data that provide insights into the performance and effectiveness of your live chat interactions. They help you understand how well your team is serving customers, identify weak areas that need improvement, and measure the impact of your chat support strategy. But why should you care about them?
Well, think of live chat metrics as a way to keep customers happy and loyal. When you pay close attention to these numbers, you gain a deeper understanding of your customer’s experience, and therefore, you can make data-driven decisions to enhance it. You want your customers to feel understood, supported, and satisfied, right?
Let me give you an example of how ignoring live chat metrics can lead to a higher customer churn rate. Imagine you have a high average chat response time, meaning, it takes your customer service team an eternity to respond to customer inquiries. The customers become frustrated and eventually, they leave to search for a quicker and more responsive alternative. However, by monitoring and improving your chat response time, you can prevent this potential customer churn and keep your customers happy.
The average response time depends on the communication channel. For live chat, it is about 30-45 seconds on average. Research shows that 59% of customers are more likely to purchase from a company if their response time is under 1 minute. On the other hand, if the first response time is high, the customer experience decreases, and the possibility of the customer churning increases.
So, don’t overlook the power that live chat metrics have. They hold the key to providing exceptional customer service and ensuring long-term business success.
Live chat metrics can be categorized into two groups, both of which are crucial for maximizing the potential of your live chat support.

The first group consists of metrics that can be directly influenced by your support agents and their training. These metrics give you a valuable overview of the efficiency and effectiveness of your team’s chat interactions.
The second group consists of more business-focused metrics that can assist with making strategic decisions and help you understand the impact of the chat support strategy on your overall business performance.
The first fundamental live chat metric to track is the total number of chats. This metric shows you how many chat conversations your team is handling within a specific time period. It provides a clear picture of the volume of customer inquiries and the workload of your chat agents.
Key Performance Indicators (KPIs) related to the total number of chats can include:
How to implement and improve this metric:
You send an important message to a friend and eagerly await their response. As minutes tick by with no reply, frustration starts to creep in. This same frustration can be experienced by your customers when they reach out to your customer support team. That’s where the importance of the first response time (FRT) metric comes into play.
FRT measures the average time it takes for an agent to respond to a customer’s initial message. It’s a key metric because it sets the tone for the entire chat interaction. In addition, real-time typing insights provide agents with a view of customer messages in progress, helping to reduce response times and increase accuracy. A quick first response creates a positive impression, while a long wait time can leave customers feeling ignored.
Key Performance Indicators associated with FRT include:
How to implement and improve this metric:
Missed chats refer to the number of chat requests that go unanswered. This metric measures how often customers are left without help from your customer support agents.
KPIs associated with missed chats include:
How to implement and improve this metric:
Just imagine having a chat conversation that feels like a never-ending novel, with messages piling up and leaving both parties exhausted. That’s why messages per chat is another important metric to take into consideration. It measures the average number of messages exchanged between a customer and a customer support agent during a chat session. By minimizing the number of messages per chat, you can enhance the overall customer experience and ensure that both parties engage in a meaningful and efficient conversation.
KPIs associated with messages per chat include:
How to implement and improve this metric:
Tags are like colorful labels that improve the organization and categorization of chat conversations based on specific topics, issues, or customer attributes. By optimizing the usage of tags, you can easily track and analyze chat conversations based on specific criteria, identify trends, find areas that need improvement, and make data-driven decisions to boost the overall customer experience.

The KPIs may include:
How to implement and improve this metric:
Have you ever been on a live chat with a customer service representative who seemed to take forever to resolve your issue? It can be quite frustrating, right? That’s why you need to understand the importance of the average handle time (AHT) metric. It measures the average time it takes for an agent to handle a chat session from start to finish.
Key Performance Indicators (KPIs) associated with AHT include:
How to implement and improve this metric:
As you may have noticed, we’ve already mentioned canned responses a few times. But what are they and what does this metric show us? Canned responses are pre-written messages that address common customer inquiries. Agents can use them instead of manually typing the message which helps streamline chat conversations, reduce response time, and maintain consistency in customer service. The metric measures how frequently agents use these pre-written responses to address customer inquiries.

KPIs related to the use of canned responses may include:
How to implement and improve this metric:
What if your live chat not only helped with answering customer questions but also acted as a powerful sales tool? The chat-to-conversion rate measures the percentage of chat conversations that result in a successful conversion. This can include a purchase, sign-up, or other desired actions.
The important KPIs include:
How to implement and improve this metric:
The first contact resolution rate (FCR) measures the percentage of chat interactions that are resolved during the first contact between the customer and agent, without the need for any follow-up. Focusing on improving this metric can enhance customer satisfaction and provide a seamless chat experience that leaves customers more satisfied. After all, who doesn’t love to have their issues resolved swiftly and efficiently?
Key Performance Indicators (KPIs) for FCR include:
How to implement and improve this metric:
Alright, now, let’s talk about the customer satisfaction score (CSAT), the holy grail of measuring how satisfied your customers are with their live chat experience. It’s one of the most important metrics because it tells you how well you’re meeting customer expectations, keeping them happy, and creating loyal relationships.

The key indicators for CSAT include:
How to implement and improve this metric:
Net Promoter Score, also known as NPS, is a metric that goes beyond just measuring customer satisfaction. It’s like a barometer of your customers’ loyalty and their willingness to recommend your business to others. Remember, improving your NPS takes time, dedication, and a desire to go above and beyond.
The KPIs for NPS include:
How to implement and improve this metric:
Your website is like a marketplace with potential customers strolling through, browsing your products and services. Now, imagine the moment when a visitor stops being just another browser and starts engaging in a chat conversation with a friendly chat agent. That’s the beauty of knowing how to track website visitors. This metric measures the percentage of website visitors who initiate a chat conversation, providing insights into how effectively you’re enticing visitors to engage with your chat support.
The key indicators for this metric include:
How to implement and improve this metric:
Let’s talk about the total number of tickets, a metric that gives you a glimpse into the volume of customer inquiries sent to your customer support team that needs resolution.
Key Performance Indicators (KPIs) for the total number of tickets can include:
How to implement and improve this metric:
Customer Effort Score (CES) is a metric that measures how easy or difficult it is for customers to achieve their desired outcomes when interacting with a company. It focuses on minimizing customer effort and enhancing the overall customer experience. Customers are typically asked to rate their level of agreement with statements such as ‘My issue was resolved quickly" or “The company made it easy for me to find what I was looking for.” CES helps businesses assess the effectiveness of their support processes, website navigation, or overall customer journey.
The KPIs for CES include:
How to implement and improve this metric:
Last but not least, let’s look at the agent utilization rate. This metric measures how effectively your agents are utilizing their time to handle customer inquiries. It basically determines if your agents are operating fully or idling around.
The KPIs for agent utilization rate can include:
How to implement and improve this metric:
Agent performance report is a document that evaluates the day-to-day performance of agents based on key metrics and KPIs. It provides insights into agent productivity, customer satisfaction, and their overall effectiveness in handling chat interactions.
Now, let’s discuss how you can make an agent performance report. It’s quite simple. All you need is access to chat analytics and reporting tools provided by your live chat solution which should automatically collect data on various metrics.
For example, LiveAgent offers a performance report feature that allows you to track individual agent performance. It contains detailed reports on metrics like:
These performance reports can be displayed as graphs or charts, and segmented by day, week, month, year, or your own custom time frame.
Imagine that you’re browsing a website when suddenly, a chat window pops up with a friendly message offering assistance. But, instead of a human agent, you’re chatting with an AI-powered bot. Welcome to the world of AI and automation in live chat! These innovative technologies are transforming the customer service experience as we know it. Let’s explore how AI and automation enhance live chat.
The role of AI and automation shouldn’t be overlooked when it comes to optimizing your live chat metrics and performance. They can streamline processes, improve efficiency, and enhance customer experience. How, you may ask? Let’s dive right into it!
Faster Response Time
We’ve already talked about how frustrating it can be for customers to wait too long for an answer from customer support, especially if they contact them through live chat. It’s called LIVE chat for a reason, right? But, by introducing AI-powered chatbots, they can instantly respond to common customer inquiries, reducing response time and improving the first response time metric. They are trained to provide replies to customer FAQs and give them relevant information, allowing agents to focus on more complex issues.
For example, a customer reaches out to a travel agency website for information on flight bookings. The chatbot instantly provides available options, pricing, and booking details, which provides quicker response times and helps achieve a faster resolution.
Availability 24/7
Being available 24/7 is one of many great perks that come with implementing chatbots. They allow you to have live chat support available round the clock, even outside of regular business hours. It helps increase customer satisfaction by providing assistance whenever customers need it, and it also has a positive impact on metrics like customer satisfaction score (CSAT).
Efficient Routing
Ensure that all chats are handled efficiently, and optimize metrics like chat resolution time and customer satisfaction. The advanced AI algorithms can intelligently route chats to the most suitable agent based on predefined rules and customer attributes. These automated distribution methods ensure your agents always have optimal service ticket loads.
For instance, an AI system analyzes customer data and routes a chat about technical support to an agent specialized in solving technical issues, leading to quicker resolution and higher customer satisfaction.

Data Analysis and Insights
AI and automation tools can effortlessly analyze large amounts of data generated from live chat interactions. They can help you uncover patterns, trends, and customer preferences, allowing you to make data-driven decisions to improve metrics such as average handling time (AHT) and customer retention.
As an example, AI algorithms can identify FAQs and suggest improvements to your knowledge base, enabling agents to provide quicker, more accurate answers and reducing AHT.
So, after everything we discussed, are you ready to take your live chat metrics to the next level? LiveAgent can be the ultimate solution! Unlock a plethora of features and tools that will help you optimize your metrics and deliver exceptional customer experiences.
Here’s how LiveAgent can make a difference:
Centralized ticketing system: LiveAgent offers a centralized ticketing system that seamlessly integrates chats, calls, emails, social media, and more. By having all customer communications in one place, you can easily track and analyze the metrics that matter most to your business.
Reporting and analytics: With robust reporting and analytics capabilities, you can track various live chat metrics, including chat volume, response time, customer satisfaction scores, and agent performance. This allows you to make changes supported by data and continuously improve your metrics.
Intelligent chat routing: LiveAgent’s intelligent chat routing ensures that each chat is directed to the most suitable agent based on skill set, availability, or predefined rules. This chat routing automation enhances metrics such as resolution time and customer satisfaction.
Extensive integrations: Seamless integration with various third-party tools enables you to leverage external data sources and enhance your live chat metrics. Whether it’s CRM systems, e-commerce platforms, or customer feedback systems, LiveAgent’s got you covered!
To summarize everything, tracking your live chat metrics is vital for success in providing exceptional customer service. By understanding metrics like average handle time, first response time, customer satisfaction score, or customer effort score, you can optimize your strategy and continuously improve the experience of your customers.
Remember, these metrics are more than just numbers on a chart – they represent the satisfaction and loyalty of your customers. By paying attention to them and making data-driven decisions, you can create a chat experience that keeps customers coming back for more.
If you’re looking for a reliable solution that will help you keep a track on these live chat metrics and optimize them, LiveAgent can be the perfect option. With its wide range of features, LiveAgent can help you do all that. Sign up for the 30-day free trial and experience all the benefits firsthand.
But hey, this article only scratches the surface of live chat metrics. If you want to dive even deeper and uncover even more interesting information, make sure to check out our blog. We have a plethora of resources waiting for you! So, don’t wait any longer – explore more, level up your live chat metrics, and become a customer service expert. Your customers will thank you, and your business will thrive!
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Patricia has worked at LiveAgent for two years, leveraging her marketing background to create content. She specializes in articles, blogs, and guides on various topics, including customer service, help desk software, and customer communication. Her approach emphasizes making content not only informative, but also easy to understand, often sprinkling in a few tips to help readers transform theory into practice.

To calculate chats per hour, divide the total number of chats by the number of hours. For example, if you've handled 120 chats in 4 hours, the calculation would be 120/4 = 30 chats per hour.
AHT (Average Handling Time) measures the average time it takes for an agent to handle a chat interaction, from the moment the chat starts to its resolution. MTTR (Mean Time to Resolution) measures the average time it takes to fully resolve a customer's issue, including any follow-up actions.
The amount of chats an agent can handle per hour varies depending on several factors, such as the complexity of the inquiries, the agent's expertise, and the efficiency of the live chat platform. On average, an agent can handle 3-5 chats per hour. However, always prioritize quality over quantity to ensure that each customer receives the support they deserve.

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