Nobody opens an invoice hoping for a reason to call customer service. You want to understand what you owe, see that it makes sense and get on with your day. When that takes a phone call, something has already become harder than it needed to be.
We saw this in our work with one of our customers. Their billing conversations held a useful clue: people were struggling to make sense of the invoice itself. Looking at how agents explained it was only part of the picture.
There is a real question behind the billing label
A contact tagged as billing tells you where to start looking. It doesn’t tell you what the person on the other end was trying to figure out.
That’s where intent analysis helps. With Guidnce, the team could look across billing conversations and explore the recurring reasons people needed help. The conversations added the detail a broad label leaves out.
In this case, the analysis surfaced confusion about the invoice. Customers needed someone to help them understand a document they’d already received. That pointed to work beyond the agent’s handling of the call.
The explanation had already been sent
Here’s the interesting part. The company was already trying to help. It had been sending explainer videos to make the bills easier to understand.
Yet some customers who had received those videos still called with questions. Something in the explanation hadn’t landed for them.
That doesn’t tell us how the videos worked for people who never needed to call. It does give the team something useful to work with: the questions that remained after the explanation had been sent. Those questions can help the people creating the videos decide what needs a closer look.
Let the customer’s questions shape the next explanation
The analysis gave the company concrete input for reviewing its invoice explanations and supporting videos. The team could work from the difficulties people were describing in their own conversations.
Which part needed a clearer explanation? What did people need to understand first? Where did the material leave them looking for help? Those are practical questions for the team responsible for customer communications.
Agents still have an important role in helping someone through a confusing bill. But they shouldn’t have to carry the whole task of making it understandable. Sharing what they hear gives the wider organisation a chance to help.
Keep listening after you make a change
Once an explanation changes, the conversations give you a way to follow up. Look for the same questions again. If they keep returning, you have a starting point for the next revision. If they become less common, check that signal alongside billing volumes and other changes.
What stayed with us about this story was where the useful insight led. A conversation that began in customer service provided input for the people shaping the experience before the call.
A well-handled call matters. Helping the next person understand their bill without needing that call matters too.
Curious what your customer conversations could help you improve? Book a Guidnce demo and explore the possibilities with us.
CEO & co-founder
