We wanted to shift the mindset from: “I have a list of regular, familiar clients that I need to speak to about the products the business is pushing” to “I know what all my clients have been engaging with recently, how likely they are to buy, what the opportunity is and I can see that this is a change in behaviour outside their normal interactions. I should give them a call to talk to them about specific products or themes.”
We used data from a variety of different sources including conferences, website, marketing and sales to build a suite of product related engagement scores. These were then used to help co-ordinate and inform not just the Sales & Marketing strategies but also the hand-off point between these two functions.
Implementing data science in this way led to a 550% improvement in sales call success rates.