The empathy gap: when you have the data, but not the understanding

The Institute of Customer Service published two customer satisfaction indices in the past six months. Between them, they tell a story.

The January 2026 UKCSI showed all 13 measured sectors improving on their previous year. 64.1% of UK customers said the organisation they dealt with understood and responded to their personal needs, up 4.3 points. 83.2% said the last issue they raised was resolved right first time, the highest score the index has recorded.

The July 2026 UKCSI, out this month, showed Banks and Building Societies (82.0) as the highest-rated sector for the first time.

Both of those stories are, on their face, good news. The UK customer service bar is moving in the right direction.

But, we still have far, far to go.

Even at 64.1%, nearly four in ten UK customers still do not feel that the brand they dealt with understood their needs. Same period. Same rising-tide index.

That is the shape of the empathy gap. And it is exactly what we have been examining with our clients.

The empathy gap has three symptoms

The first is tone-deaf messaging. The brand says something the customer would not say back. Comms teams working from segmentation models based solely on transaction history are especially prone to it. The message is technically correct, but it feels like it was written by someone who has never met the recipient - creating a relationship that doesn't exist and has just been proven fictional.

The second is frustrating customer journeys. The steps make sense to the person who designed the process. They do not make sense to the person going through it. It might make it simpler for the business to track, but that is of no relevance or interest to your customer. Retention teams see this in survey verbatims, but only months after the customer has decided to switch.

The third is misaligned products. Feature development created to solve a customer need the brand has identified from behavioural data, but not actually verified with the customer. It ships. It sells. It does not stick.

All three symptoms have the same underlying cause. The brand knows what customers do. It does not understand what they value.

Why data alone will not fix this

More data is not the answer. Most of the organisations we work with have plenty. Some have too much. The problem is not scarcity, it is translation.

Behavioural data tells you what a customer did. It rarely tells you why. Two customers can take exactly the same path through your app, buy exactly the same product, and value entirely different things about the experience. One is buying convenience. The other is buying reassurance. They will decide to buy from a competitor for entirely different reasons and the same retention campaign will land differently for each.

And the silver bullet won’t come from smarter systems. Adding AI to that data does not solve the underlying problem either. It just makes the wrong personalisation faster.

The Seven Sources of Customer Value

The framework we use to map what customers actually value is built on seven sources.

• Utility. Does this brand meet the need I have?
• Quality. Am I going to feel good about the choice I made?
• Value for money. Is this worth what I am paying?
• Ease. Is this going to be more effort than it is worth?
• Experience. How do I feel across all the touchpoints?
• Brand fit. Is this brand for someone like me?
• Engagement. Does this brand actively involve and listen to me?

Every category has a different profile across these seven. Financial services customers weight ease and quality differently to retail customers. Younger customers weight brand fit differently to older ones. And within a single category, the leaders and the challengers are usually winning on different sources.

The framework does not replace behavioural data. It sits alongside it and tells you which behaviours matter, and why. Explore the 7 Sources of Customer Value.

What the UKCSI data is really telling us

Every sector improved. Banks are now leading the pack. First direct is the highest-rated organisation in the country at 87.0, ahead of John Lewis at 86.4 and Hays Travel at 86.2. Nationwide sits at 86.1.

None of that is a coincidence. Every one of those four organisations has spent the last five years being deliberate about a small number of sources of customer value. First direct and Nationwide have been unusually consistent on Engagement and Brand Fit. John Lewis has held Quality and Experience through a genuinely difficult retail environment. Hays Travel has quietly become one of the strongest UK examples of Ease and Value for Money in the tourism sector.

They are not winning by being excellent on all seven. They are winning by being disciplined about the two or three their customers weight highest.

The commercial consequence of the empathy gap is not theatrical. It is slow, and silent. Retention numbers slide. New product launches underperform. Comms teams do more work to get less response. Marketing directors are asked why the numbers are not moving despite the investment.

If your organisation has more data than clarity, the gap you are sitting with is not a data problem. It is an empathy problem. And it has a shape.

Over the next three months, we will publish more on how the 7 Sources shows up in specific sectors. Financial services in August. Travel in September. Broader B2B and retail in October.

If you want to see the framework applied to your category before we get there, we can walk through it in a thirty-minute conversation - drop me a message and we can set one up.

Source note: UKCSI data published by the Institute of Customer Service, January 2026 and July 2026 editions.