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Tracking Tourism: The Tourism Research Blog Beware of the data iceberg

« Why? How online firms are tackling the toughest question of all What are the toughest questions in tourism? »

How one online company found that small numbers of customer problems were often the tips of large icebergs…and turned this insight around to improve conversions and sales

I thought I would share with you one insight from the eMetrics Summit about how one travel sector company used feedback mechanisms to identify seemingly small problems…and then discovered that these were not isolated incidents but issues affecting appreciable numbers of customers each day, resulting in avoidable loses.

The company is a major Online Travel Agent dealing with a huge number of global transactions and queries each day. Their site has tools that capture (anonymously) all consumer sessions on the site so, if there is a problem, they can work to find out exactly what was going wrong in that specific instance.

In practice they have two big ways of capturing customer interaction data on site. The first is by offering the customer the ability to pass comment throughout the booking process. Therefore, if my valid UK address was not being accepted at the booking page, then I could leave a note to the site owners to do something about this.

The second way of capturing data is by effectively recording each user session for playback. The point of this is to see how the customer actually got to the position they did - something that becomes vital in those situations when the site really shouldn’t act in that way and an action seems to be failing for no apparent reason.

With this dual approach, when an issue was identified the OTA was able to define some parameters that allowed them to use all the data of previously recorded sessions to see whether other customers had also experienced similar problems but had not complained about it. Rather they had simply walked away from the site and possibly taken their business elsewhere.
Tip of the data iceberg
What they discovered was that, in some cases, one or two people complaining were often the tip of the iceberg and that one small issue was in fact potentially affecting literally hundreds of customers. The company declined to offer figures but it is easy to imagine that if the average transaction was, say, a couple of hundred dollars, then this apparently insignificant issues would soon add up to serious money over the year.

By using the same analysis techniques that led them to discover the size of the problem, the company was able to monitor whether the problem was still occurring after a fix or whether its incidence had dropped to zero or acceptable levels.

So what?

We can’t all afford the kind of systems that this company was using but the business approach they took is available to everyone and I would summarize the insights as follows:

  • Always take customer comments seriously and probably indicative of a larger silent body of suffering customers
  • Have systems that allow these comments to be captured
  • See if you can work out how many other customers this might be affecting
  • Have a system that allows you to work out what the impact is on your bottom line - this will either help you to prioritize next steps or present a convincing case to your boss if larger steps need to be taken
  • Use your Research RADAR to ensure that the problem has been solved – if you are still seeing it occurring, then it hasn’t been fixed. If you don’t look to see whether it is still occurring, then you won’t know whether it has been fixed or not.

As an aside, the company this post is about stated that anything written about them had to be passed through their PR department. I think this approach is a little heavy handed and not one I’m happy to participate in. I also sensed that their heavy handedness might continue had I gone down the compliant route and, frankly, that’s not what this blog is about. Which is a pity because I think they have a great story to tell but I’m afraid they will remain anonymous is in this instance.

This entry was posted on Wednesday, May 14th, 2008 at 9:32 am and is filed under Conference learnings, Online customer behaviour, Travel 2.0, Web measurement. You can follow any responses to this entry through the RSS 2.0 feed. You can leave a response, or trackback from your own site.


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