Archive for Six Sigma
The Marketing Funnel using Six Sigma – Control Stage
Posted by: | CommentsThe first 4-steps of the DMAIC process answered the questions: What is important, how are we doing, what is wrong and what needs to be done? We also considered the marketing funnel stages of Awareness, consider, prefer and evaluate. The fifth stage of the process in DMAIC is Control and in the Marketing funnel it is the commit or buy stage. This is where in Six Sigma we document the process and standardize meeting critical to quality (CTQ) issues.
This step involves taking the improvements and implementing them. We will document standard operating procedures, create are process control plans, and establish a control process. The one final step is handing off the process or transitioning the process for implementation. It is imperative that we create an operation that is stable, predictable and meets the customer requirements. This is the implementation supported by documentation and project management to put all the work into practice. Another way of saying this is how we are going to guarantee performance.
In the marketing funnel it comes down to the basic decision to commit or buy the product or service. As I said in my last post, clarity is the number one issue that may prevent you from succeeding if you meet root cause. Customers want consistency. At this stage, you will see price and confidence that you can deliver what you say seemingly becoming the greatest issues. If price was the overwhelming issue, just think of how many times you have lost a job to a better known brand. Why? Security and your lack of ability to address the root cause with unquestionable clarity.
The Control process of Six Sigma can certainly teach us a few things. Creating an operation that delivers a stable and predictable outcome is the purpose of not only the Control stage but the entire DMAIC process. If you have identified predictable measures that the customer can visualize and satisfy the root cause of his problem, you are well on your way of obtaining commitment.
Another stage of Control is handing off of the project for implementation. How many marketing projects are not supported by sales or vice versa? Sales efforts can be undermined especially when the process is does not monitor predictable results. The ability to control this stage of the process may prevent you from caving into unreasonable demands that prospects may place upon you. However, most worries are not about the prospect but in the effort to close sales many organizations will take their eye off the target and take jobs that may or not solve the root problem for the customer. Seldom in that circumstance will you deliver the product or service that the customer is hoping for. It may even be over delivering, which not only is wasted but to the prospect unclear and not evaluated appropriately. Sales will look at this as part of these results and either determines that there is a greater degree of flexibility in the product/service than there is and/or that pricing could be adjusted because the next customer may not need all this. This is not a problem of sales, you have built the platform and handed off a poorly designed control phase. Build a process management plan for implementation and establishing ongoing measure and methods to be used for improvement will facilitate your process.
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The Marketing Funnel using Six Sigma DMAIC – Improve Stage
Posted by: | CommentsThe first 3-steps of the DMAIC process answered the questions: What is important, how are we doing and what is wrong? We also considered the marketing funnel stages of Awareness, Consider and prefer. The fourth stage of the process in DMAIC is Improve and in the Marketing funnel it is Evaluate or Trust. Now, we get to the stage that we have been waiting, create the solution, validate and optimize the process. Or, in simpler terms, what needs to be done?
After all the hard work of the previous stages, it goes without saying but you must improve on the root cause of the problems not something else. It sounds silly to say, but the people that were good at doing all the detective work in the previous two steps are not necessarily the problem solvers in the organization. Roles may shift and different agendas may creep into this stage. This is important if this shift takes place stay on task and work on the root cause.
All solutions are not equal. Typically, without too much analysis you can weed through them and narrow the good ones down to several ones that address the root cause. The remaining ones should be systematically eliminated or ranked in order of feasibility to include perceived effectiveness, ease of implementation, within budget constraints, and the ability to measure. What good is a solution if it cannot be measured on how effective it is? Another criterion that I recommend is the ability to pilot test. A sampling of your solution can be a very effective way of deciding between two seemingly equal solutions. Especially, if one requires a substantial investment. A solution matrix is a very simple and visual tool for comparison. Several other tools that can be used our Tree Diagrams and Design of Experiments (DOE).
This is also the stage that I develop a future state map using the Value Stream Mapping Tool.
Marketers are just at the stage of get someone to evaluate or try the product. They are thinking download for thirty days, use this sample, and attend this webinar and other ways of evaluation. My thinking is that after you have accomplished the other three stages of the funnel; you are ready to demonstrate that you solve ROOOT CAUSE. Can you? Most jobs are lost at this stage because of a lack of clarity. You solution must be crystal clear and be without a question on how you will solve the prospects’ problem and deliver that solution. It is also imperative that you turn your solution into dollars. What is the ROI you are contributing?
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The Marketing Funnel using Six Sigma DMAIC – Analyze Stage
Posted by: | CommentsThe first 2-steps of the DMAIC process answered the questions: What is important and how are we doing? We also considered the marketing funnel stages of Awareness and Consider. The third stage of the process in DMAIC is Analyze and in the Marketing funnel it is Prefer or Trust. This is also time to reiterate that the thinking process must be about the external customer. Analyzing is about finding ROOT CAUSE to the already described process steps of Define and Measure.
Are listening to your prospects requirements and measuring yourself on how you are performing based on those requirements? Are you correct? Have you properly identified, verified and quantified the root causes of their pain and statistically linked input with output? If this seems mind boggling, you are at the proper stage. Now, is the time to make sense of all the data and confirm the validity of it? This is the time that so-called common sense can get in the way. Even at the most basic level of Six Sigma training, examples are given of problems that be reviewing the data there seems to be an obvious answer. It is simply an eye-opening experience when you input the data into a statistical program such as Mini-tab and see the results. If you would not have analyzed the problem correctly, you may have been working on a problem that did not exist and as a result have little impact. Remember the old adage, numbers do not lie! However, garbage in will equal garbage out, verification of the data is extremely important.
Using a high level process map or as I prefer, a Value Stream Map is important. The visualization of the process will help as you analyze the data. The first several times you do this, it may only involve several simple tools such as a Fishbone Diagram and/or a Pareto Chart. This also the stage we look at Value-Added activities. We can very often find many things that are adding little value from the customers’ point of view at this time. Sometimes significant reduction that will pay for the entire improvement policy can be found in this stage.
As a customer, I may have entered your funnel with a specific problem and now have determined that you are someone that I should consider. It is time for me to analyze your organization and start developing preferences. How does my marketing play this role? My marketing at this time needs to identify your root cause. Are you identifying it? I believe that it is very difficult for a prospect to move from consider to prefer without having their root cause addressed. If you start with the definition of the problem you solved and take a marketing segment or even an individual prospect and use a tool such as the fishbone diagram, you will be able to determine whether you product or service addresses root cause. If it does not, is there a reason to continue with this customer? Is it a good fit? Maybe, there is a better product or service you should be offering?
Definitions:
The Fishbone Diagram, also known as the Cause and Effect Diagram or Ishikawa Diagram, is a graphical construct used to identify and explore on a single chart, in increasing detail commonly using the 5- Why technique, the possible causes which lead to a given effect. The ultimate aim is to work down through the causes to identify basic root causes of a problem.
A Pareto chart, named after Vilfredo Pareto, is a type of chart which contains both bars and a line graph. The bars display the values in descending order, and the line graph shows the cumulative totals of each category, left to right. The purpose of the Pareto chart is to highlight the most important among a (typically large) set of factors. In quality control, it often represents the most common sources of defects, the highest occurring type of defect, or the most frequent reasons for customer complaints, and so on.
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Picture courtesy of Systems2win.














