Customer service insights are the patterns in your support conversations: why customers contact you and where they get stuck. You find them by reviewing conversations at scale, then turn each pattern into a process fix or a coaching point.
In short
- Your support conversations are the richest customer research you already own.
- Look for contact reasons, repeat contacts, sentiment shifts and quality gaps.
- Every insight needs an owner, or it stays an interesting chart.
- The support leaders below share what changed their own teams.
Where to find customer service insights
Before the tips, a quick map. Most insights come from a handful of sources, and each one answers a different question.
| What to look at | Where it lives | What it tells you | Who acts on it |
|---|---|---|---|
| Contact reasons and tags | Help desk | Why customers get in touch at all | Product, knowledge owners |
| Repeat contacts and reopens | Help desk reports | Where the first answer didn’t solve it | Support ops, team leads |
| Sentiment and empathy | Conversation text | Where customers get frustrated, and how agents respond | Team leads, QA |
| QA scores per criterion | QA reviews | Which behaviours or processes fail most often | QA, coaching, support ops |
| CSAT comments | Surveys | What customers say in their own words | Everyone, read weekly |
The rest of this article is what support professionals told us they do with insights like these. We have talked to hundreds of them, and these are the tips that stuck.
Keep optimizing the processes that are working
Optimizing processes that already work keeps customer satisfaction high.
Once something works, double down on it. Keep the process and make small, incremental updates. Try a new tool or switch something around every now and then, and watch the numbers.
Susanna Aleksanyan, Customer Service Head at Leanbe, says you should optimize processes in a way that works for the whole team, and for each agent:
“Not only will the customer satisfaction grow, but your customer support agents will also have more time to focus on meaningful tasks.”
For this, Susanna recommends turning to automation and shares a couple of her preferred use cases:
“Use different automation tools to optimize processes like workflow optimization, task assignment, customer data management, and follow-up procedures for providing a seamless customer service experience.”
The same applies to the review work itself. If a team lead spends their week picking tickets to score, that is time not spent acting on what the scores say. Automating the scoring frees them for the coaching.
Do your research and make sure your agents are up to speed with it
Don’t skip understanding your customers and how they use your product. What do they need? Where does it hurt?
This research gives you what you need to:
- Know how to speak and what language to use with customers
- Understand the best solution for each type of user
- Create targeted resources (like knowledge base articles) to speed up ticket resolution
- Spot trends that inform your decisions
- Uncover areas for improvement in your customer service
- Build targeted strategies to increase customer retention and reduce churn
Anubhav Singh, Head of Customer Support at KrispCall, observes that while plenty of ingredients go into good support, good customer service is structured around the users and clients you serve.
“Therefore, understanding your customers and their use case is a must. A modern customer support team has to deal with plenty of queries ranging from features, finance, offers, varying use cases, and niche requirements. No one might have an answer to all the questions in an instant.”
That’s why Anubhav trains his team to feel the pain and frustration users might run into and, above all, not to waste their time:
“Some users might be disappointed or angry if you tell them that the issue they’ve been facing might take a few hours or days to be resolved.
So one of the core customer support insights I need to share is that it’s important to make sure that the expectations are clear and you’re proactive in resolving them. And you can only do this if your team is properly trained for even the most unexpected of situations.”
Give agents clear, achievable goals to work towards. Missions in Kaizo do this by turning performance goals into challenges agents can see and chase, which saves managers from setting and tracking them by hand.
Learn to mirror customers’ language over email or chat
Matching the tone and energy of a customer’s language.
That’s one of the most memorable customer service insights Virag Pohl, Customer Care Agent at simplesurance GmbH, shared with us when we asked about the practices she uses in a difficult industry like insurance.
When confused or worried customers contact Virag’s team about a claim, the team uses a friendly, everyday tone to put them at ease.
If a customer reaches out about a serious claim, the team mirrors the formality of their language, so the customer knows their case is being handled professionally and efficiently.
Mirroring works when you respond to the intention behind the words. Echoing a customer’s emotion, assertiveness or aggression back at them doesn’t help.
Ask what is driving the behaviour. Is the customer anxious? Do they want a warmer or a more formal approach? Answering that tells you how to mirror them. Sentiment scores across your conversations show where this goes wrong most often, so you know which examples to bring to coaching.
Focus on the agent’s experience
When support agents have a good experience, customers notice. You get higher customer satisfaction and more loyal customers, and your agents are happier and better at solving problems.
Stanislav Khilobochenko, VP of Customer Services at Clario, urges every customer-facing business to invest in the employee experience first:
“Employees who are having an overall negative experience in the workplace simply can’t pour from an empty cup, and your customers will bear the brunt of that negativity. If you’re letting down your employees, you’re letting down your customers. Period.
Employees who feel empowered and supported are better able to empower and support your customers. They need to have the trust, training, and discretion in order to provide your customers a positive experience, which of course has a major impact on your bottom line.”
Stanislav also highlights the value of empathy when managing people:
“Basic human empathy should be compelling enough to prompt you to provide your employees with a great experience in the workplace. If that isn’t enough perhaps knowing your customers and profits are at stake will.”
For managers, that means frequent, consistent feedback that combines quality assurance and coaching. When agents can see their own QA results and coaching cards, they can bring their own goals into feedback sessions instead of waiting to be told.
Read our complete guide to building and maintaining a positive agent experience.
Stay prepared for change through reinforcement mechanisms
This one struck us too.
During one of our talks with Zoe Koven, VP of Business Transformation and former Director of Customer Advocacy at Zendesk, she said this:
“Reinforcement is the most important step… give managers something close to a playbook and change the program based on feedback.”
Reinforcement should be planned and adapted to what employees need. The size of the team and the complexity of the change decide how much preparation and training it takes.
Zoe and her team gave their managers plenty of support to guide their teams through change, including new metrics, dashboards and coaching points to consider.
During a transition, meet more often. Zoe’s managers used daily standups to hear how teams were adjusting and what they needed. Staying flexible matters as much as the plan when you change how a support team works.
Have a dedicated budget to create delight for customers
Save your pennies for making a customer’s day better. That’s what Daniel Prindii, Fractional Head of Community and People, recommends to brands that want to improve their customer experience:
“Your customer team is always facing clients who are in difficult situations: They lost a card, a parcel wasn’t delivered properly, or their flight is delayed.
Having a dedicated budget for small gestures of support can help customers and bring an extra layer of personalization. For example, when a client has a delayed flight, your customer care team can offer meal vouchers or access to business lounges.”
A small, well-timed gesture is something competitors rarely match, and customers remember it. Other ideas include a loyalty program that rewards customers, personalized service, and discounts or special offers. Your conversations will tell you where a gesture would land best: look for the contact reasons with the lowest sentiment.
How quality assurance turns conversations into insights
Manual QA usually covers a small sample of conversations, which is enough to coach one agent and too little to see a pattern. Automated quality assurance scores every conversation against your own scorecard, so a failing criterion or a spike in negative sentiment shows up across the whole team. Kaizo’s insights then trace dissatisfaction and quality dips back to their root cause, and you can ask questions about them in plain language. From there, agent issues go to coaching and process issues go to whoever owns the process.
Frequently asked questions
What are customer service insights?
They are patterns found in customer support data, such as why customers contact you, where they get frustrated and which answers fail to resolve the issue. They come from tickets, chats, calls, surveys and QA reviews. An insight is only useful once someone acts on it.
How do you collect customer service insights?
Start with what your help desk already holds: contact reasons, tags, reopens and CSAT comments. Add conversation reviews to learn why those numbers move. Reviewing every conversation automatically gives you patterns that a small manual sample misses.
What tools surface customer service insights?
Your help desk’s reporting covers volumes and response times. Conversation analytics and automated QA tools read the conversations themselves for sentiment, quality and contact reasons. Survey tools add the customer’s own words.
How do you act on customer service insights?
Give each insight an owner and a deadline. Agent behaviour goes to coaching, wrong or missing answers go to the knowledge base, and product problems go to the product team with example conversations attached. Check the same metric a month later to see if the fix worked.
Next steps
Ready to apply these customer service insights? With Kaizo you can:
- Automatically rate 100% of conversations and find the source of negative reviews.
- Track sentiment and empathy across every message without extra effort.
- Filter tickets by negative CSAT, high reopens or low sentiment to see what needs attention.
- Save review time with AI summaries and on-demand transcription.
- Motivate your team with Missions and personal goals.
Book a demo to see it on your own conversations.
