Matching OTT Metrics to User Behavior to Reduce Churn

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托尼·斯托特: When you've got an ad in, customers are going to be even more sensitive. So it's vital that we make sure that there's no interruption, no buffering when an ad happens. 在天空, 我们查看所有参数, both within the ads themselves and then across the aggregate and make sure there's no Delta between the two. 我们正在努力确保, 从客户的角度来看, 广告坚如磐石，而且, and they behave just as well as the content. 这就是我的目标.

Nadine Krefetz: 你在看什么指标?

托尼·斯托特: Metrics-wise, we've been going through a big journey at Sky. When we started, we looked at loads of papers, loads of research. Akamai已经做了很多, 康维娃做了很多, Bitmovin才刚刚起步, but they've done a lot more recently. Loads of companies have done this kind of stuff, matching QoE back to customer behavior. Everything kind of agreed that buffering was the most important. So our first KPI was just solely around buffering, and we tried to define what an acceptable experience was from an unacceptable experience. And then just make sure that more and more customers were getting that acceptable experience. And we saw a huge uptake in engagement, and we've taken buffering down 80% over the last seven years with hundreds of improvements.

Then what we found was that we hit the law of diminishing returns. We were putting more and more efforts to get marginal improvements. 所以我们使用了所有的数据, 我们将QoE与流失率相匹配, 我们想出了一个新的KPI, 我们称之为下一代KPI, which is really around flawless streaming. And this is really well correlated to churn. It is also is quite understandable. So we're looking at percentage of streams without interruption at 720p. We're making sure that customers have at least good visual quality and no interruptions. And so this is a KPI we've been running for a couple of years, and we've had huge success with it over the whole of Sky. They've all bought into it, and we're making great decisions based on it.

So the idea was, it of simplifies all those different metrics and makes them just turn into one. And if you've got Conviva--and I'm sure that other guys are doing the same kind of thing--but it's just recently released the Streaming Performance Index (SPI), which is a kind of equivalent of the next-gen KPI. 非常相似的设置. If you don't want to do all of the statistics, that's a good place to start.