Monday, November 12, 2007

Three Benefits of Win Loss You Can’t Ignore – Analytics & Strategy (1 of 3)

There are few revenue-generating competitive intelligence tools more valuable than Win Loss. If done correctly, a Win Loss exercise provides insight into competitive strengths/weaknesses, marketplace innovations, loyalty factors and steps to improving win rates. From a tactical standpoint, Win Loss derived intelligence can show steps to increase a company’s competitive positioning right now.

I know that today’s post will be a pretty strong commercial, but Primary Intelligence has developed sophisticated predictive analytics that crate an unparalleled strategic view. Let me show you what I’m talking about.

Below, you will see an example of a Strength/Weakness evaluation based on data from recent sales opportunities, taken from a win loss study of 50-60 opportunities. Half of the data come from new business that was won and the other 50% come from opportunities that were lost to competitors:


The data are sorted from biggest negative competitive gap (weakness) at the top to the biggest positive competitive gap (strength) at the bottom. The scores are based on a 1-10 scale where 1 is Poor and 10 is excellent.

If you were to make strategic changes in your company based on the data in this table, you would probably look at the weaknesses and evaluate the most effective ways to close the competitive gap.

But, would this make a difference? What would happen if you were to increase your performance in Overall Solution Cost or Understanding Needs by ten percent? (A 10% improvement would mean that you increase your score of 8.1 to 9.1) How much would your win rate increase? Would making improvements in your weaknesses correlate with a stronger competitive preference, or would you be pulling the wrong levers and pouring time and money down the drain?

Traditional intelligence looks at Strengths and Weaknesses
• Should you “fix” weaknesses or accentuate strengths?
• Strength/Weaknesses don’t always correlate with decision making.
• Where is your opportunity to increase win rates and market share?

Can you rely on today’s strength and weakness assessments to point your company to the strongest positioning tomorrow? Does a measurement of strengths and weaknesses provide the foresight to recommend company-changing shifts? Where is the crystal ball that will show the actual gains that might be made on performance changes in your company, product and sales efforts?

Primary Intelligence does this all the time. To show your company where the real opportunities exist, we:


1. Interview recent wins and losses where your company competed head-to-head with specific competitors.
2. Measure your competitive performance in 20-30 specific decision influencers
3. Determine strengths and weaknesses (Not the gap score in the table below. Positive gaps indicate weaknesses. Negative gaps indicate strengths)
4. Use predictive analytics to determine the influencers that, it improved, would result in the greatest increases in market share. (Impact column, explained below)


Impact identifies your expected improvement in market share. For instance, in the chart above (a real-world example taken from one of our clients), if you were to improve your company’s performance in Product Knowledge by one point (In other words, if you improved the 7.7 rating to an 8.7), you would expect your win rate and market share to increase by the impact score of 5.7% (at the 90% confidence level).

And, Product Knowledge is already a competitive strength. Overall, you outperform the competition by 5% in this area. The key may be to make this competitive advantage more consistent throughout the company.

In other words, there are influencers that would provide 2x, 3x and 4x the results of others if improvement were made in those specific areas. This could result in gains of millions or billions of unexpected dollars, based on some potentially simple improvements in the right areas.

This approach takes a lot of the guesswork out of the equation. No espionage required. And, yet, the company makes the biggest gains in increasing its client base.

1 comment:

Datasmith said...

Exceptionally written, wish i had stumbled on this a lil earlier...... gota a lot to read now!