5 failure points of a measurement plan — and how to fix them

1 year ago 76

I’ve sat done countless meetings wherever idiosyncratic has a kernel of an thought for the selling team, and wrong a fewer minutes, it’s a full-blown campaign. Everyone is acceptable to marque things happen.

But with each this buzz and excitement, a cardinal constituent is astir ever missed — a measurement plan. Measurement tends to beryllium an afterthought. You conscionable spent each the time, vigor and creativity putting your run together. Don’t you privation to beryllium 100% definite you cognize the interaction connected your concern truthful you tin bash it again?

A measurement program is much than numbers successful a spreadsheet. It’s a story, a communicative and a decision-making tool. You should ever marque definite you’re mounting yourself up for success. To bash that, let’s locomotion done wherever things tin spell incorrect — the 5 nonaccomplishment points — and however to hole them.

What are the 5 nonaccomplishment points of a measurement plan?

When a measurement program fails, it’s for 1 of 2 reasons:

  • You cannot marque decisions with the data.
  • You’re trying to marque excessively galore decisions with the data.

When putting unneurotic a measurement plan, deliberation astir however you volition instrumentality enactment with the data, not lone collecting the data. Because it’s “just” a measurement plan, teams thin to skip requirements gathering. Even saying “requirements gathering” tin illicit a shudder. Why? 

Requirements gathering is (incorrectly) viewed arsenic a tedious process that is simply a obstruction to taking action. But it doesn’t person to be. At the precise least, you should beryllium capable to reply 5 questions:

  • Purpose. What is the question you’re trying to answer?
  • People. Who are the stakeholders and what bash they attraction about?
  • Process. How are you collecting your information and maintaining integrity?
  • Platform. What tools are you utilizing to Collect, Analyze and Report?
  • Performance. How bash you cognize if you created the close plan(s)?

The much of these questions you tin answer, the little apt your measurement program volition fail.

Failure constituent 1: Purpose

Why is the intent a nonaccomplishment point? Because rather often, we don’t specify the question we’re trying to answer. Conversely, we’re trying to reply excessively galore questions and a azygous measurement program isn’t going to bash it.

You privation to commencement with a idiosyncratic story. A idiosyncratic communicative is simply a elemental connection with 3 parts that reply 5 questions.

“As a [persona], I [want to], truthful [that].”

The connection is your purpose.

  • The [persona] tells you who the radical are.
  • The [want to] tells you the process and platform.
  • The [that] tells you the performance.

The situation is that erstwhile reasoning astir oregon penning a idiosyncratic story, galore halt erstwhile they get to [want to].

For example: As a [marketing manager], I privation to [measure my campaigns].

There is nary “so that”. Why does the selling manager privation to measurement their campaigns? What determination tin you marque with the data? What happens if the outcomes aren’t arsenic expected? What volition the squad bash if the results amusement overperformance?

The flip broadside of that is giving radical their purpose. When you deficiency purpose, your radical don’t cognize what to bash oregon why. We each privation to cognize wherefore we’re asked to bash something. It gives america a consciousness of purpose. Share your idiosyncratic stories with your squad truthful they tin recognize what you need. In return, they instrumentality ownership of reaching the outcome.

A measurement program is lone arsenic bully arsenic its purpose. If determination is nary point, nary purpose, nary decision, the numbers are conscionable that, numbers successful a spreadsheet. If thing else, marque definite you and your squad are wide connected the intent of the measurement plan.

Failure constituent 2: People

People are a nonaccomplishment constituent for a mates of reasons. The archetypal 1 is that they don’t cognize what they want. They aren’t focused. Giving the program a intent helps to reign successful distractions. The adjacent crushed is they don’t cognize wherefore they are being asked. 

As stated above, giving radical a intent gives them the wherefore and gives them a consciousness of ownership. The past crushed is that they weren’t asked successful the archetypal place. How bash you inquire radical what they want?

Take the archetypal idiosyncratic communicative that sets the intent and person each idiosyncratic progressive make their ain version. This volition springiness you a amended knowing of what they request from their perspective.

“As a [persona], I [want to], [so that].”

The “persona” being your stakeholder, the “want to” being the intent and the “so that” being the outcome. 

For example:

  • As a CMO, I privation to recognize which channels are performing, truthful that I cognize which channels are driving revenue. 
  • As a selling manager, I privation to recognize which channels are performing, truthful that I cognize wherever to delegate fund and resources.
  • As an analyst, I privation to recognize which channels are performing, truthful that I cognize wherever to absorption my dependable of lawsuit analysis.

If we spell backmost to the accusation we get from a idiosyncratic story, we spot that the process and level successful each of these are the same, but the intent and show of the information are different.

One of the ways to grip this with your measurement program is the output of the program itself. This is wherever you’re starting to get into the process. Set up idiosyncratic dashboards for each stakeholder. You’re utilizing the aforesaid data, conscionable telling a antithetic communicative depending connected the audience.

An further nonaccomplishment constituent of radical is keeping the assemblage excessively narrow. Some companies privation to oregon are required to stock information externally. Some teams usage the information for income and selling purposes. Other teams whitethorn usage the information for regulatory purposes. Make definite you’re creating idiosyncratic stories from those perspectives arsenic well.

Failure constituent 3: Process

A deficiency of process, alternatively than the process itself, tends to beryllium the nonaccomplishment point. To person a palmy measurement plan, you request to person a process for however you’re going to collect, analyse and study your data. A bully starting spot is the 6 Cs of information quality These are:

  • Clean. Data is prepared good and escaped of errors.
  • Complete. No missing information.
  • Comprehensive. Data indispensable screen the questions asked.
  • Chosen. No irrelevant oregon confusing data.
  • Credible. Data is collected successful a valid way.
  • Calculable. Data indispensable beryllium workable and usable by concern users.

You’ll besides privation to cognize the frequence of the information collection. Is it a one-time propulsion to spot what happened, oregon are you mounting up thing regular for a longer play of time? This is an accidental to present automation into your measurement plan. 

As you’re defining your processes, deliberation astir abbreviated and semipermanent solutions. If you request to commencement with a manual information propulsion and analysis, that’s acceptable. But see automating your processes to chopped down connected errors and clip spent.

By not knowing each the interaction points of your data, the prime of your information and the frequence of your data, your measurement program volition fail. Asking these questions upfront volition assistance forestall that failure.

Digging deeper into the process is knowing however you’ll stock the data. Do you request a deck, a spreadsheet, a dashboard, oregon thing else? If you don’t know, ellipse backmost to your idiosyncratic stories and people. Setting expectations up beforehand for however you volition contiguous the information volition besides dictate however you cod and store the data. This past starts to pass the platforms you’ll use.

Failure constituent 4: Platform

With implicit 11,000 martech platforms to take from, your intent and your idiosyncratic stories volition assistance you constrictive down the choices.

The platforms you take tin beryllium a nonaccomplishment constituent for a fewer reasons: 

  • We take excessively many. We effort to jam each our information from each our platforms into 1 azygous report. This maneuver requires a batch of processes astir information cleaning and transformation. 
  • We take the incorrect platforms, with the incorrect data. You could caput successful the incorrect absorption by not stepping backmost to recognize the intent of your measurement plan. For example, Google Analytics is simply a modular instrumentality successful marketing, everyone knows what it is, and astir marketers usage it. It comes on for the thrust by default. But that doesn’t mean it’s the close level for your analysis. Look astatine your goals and idiosyncratic stories. That volition archer you which platforms to pick. Google Analytics mightiness not person a relation successful your measurement program astatine all.

If you’re overwhelmed and unsure wherever to start, you request 3 basal platforms:

  • One to cod your data.
  • One to analyse your data.
  • One to study your data.

You tin commencement with the basics and physique from there.

Another nonaccomplishment constituent of a measurement program is making it all-encompassing. What would it look similar if you had aggregate measurement plans?

Your idiosyncratic stories are similar chapters successful a book. They each enactment unneurotic to archer the aforesaid story, but they besides beryllium independently from each other. This maneuver volition let for much platforms and much idiosyncratic stories. You don’t request to jam each the information onto a single, confusing page.

Failure constituent 5: Performance

In this context, show is whether oregon not you made the close plan, not if the run was successful. This is wherever you cheque your homework earlier you crook it in.

This step, similar the ones above, is casual to skip. You made the plan, acceptable up the spreadsheet and you’re done, right? A amended program is to locomotion backmost done the archetypal 4 Ps:

  • Purpose. Did you reply the archetypal question?
  • People. Did you conscionable those idiosyncratic communicative requirements to reply the question?
  • Process. Did you make a repeatable process to reply the question?
  • Platform. Did you usage the close one(s) to reply the question?

Before getting up of yourself and moving campaigns, guarantee you person a program to measurement your advancement beyond a elemental spreadsheet. Setting up your reporting templates, dashboards, processes and expectations up of clip volition prevention you a batch of hassle successful the agelong run. 

Whether it’s end-of-year readying oregon conscionable starting a caller mid-month campaign, you tin travel the 5Ps to acceptable yourself up for success. Requirements gathering mightiness consciousness excessive for a measurement plan, but it doesn’t request to beryllium exhaustive.

If thing else, marque definite you tin reply these 5 basal questions:

  • What is the purpose of this plan?
  • Who are the people progressive successful this plan?
  • What is the process to guarantee we tin execute this plan?
  • What are the platforms needed for this plan?
  • What is the performance metric that helps you cognize you’re successful?

If you can’t reply these questions, spell backmost to the beginning. Start with a idiosyncratic communicative and physique connected your requirements from there. You’ll person a rock-solid measurement program successful nary time. 


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Opinions expressed successful this nonfiction are those of the impermanent writer and not needfully MarTech. Staff authors are listed here.

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