Monday, March 24, 2014

Customer Acquisition And How To Test Your GTM Hypotheses!



In the previous blogs, the focus was mostly around how to build a great product that customers want using a lean approach while ensuring there is a solid GTM plan in place.  While all this is critical, and essential for the success of any product, it’s equally important that product leaders understand the logical precedence of identifying the primary customer before engaging in a large scale sales effort.

The process of identifying primary customer does not begin by hiring a sales team.  It begins with assessing the product-market fit. More on that in my previous blog: http://20-milesmarch.blogspot.com/2014/02/gtm-plans-easy-rear-view-driving-vs.html.

From an organization standpoint, it behooves product leaders to first focus on balancing marketing and business development efforts to assess product-market fit and fine tuning the product value for the primary customers while validating the GTM plans to make persevere or pivot decisions.  This also creates an opportunity to secure early wins and to validate whether these wins are repeatable or not. Early sales engagement without a thorough product-market fit can lead to situations where you end up creating custom products which do not deliver repeatable sales. And, you spend a significant amount of precious marketing dollars in demand generation even before understanding your primary customer.

In the earlier blogs I had shared several metrics that the product leaders would want to capture in order to evaluate product-market fit. Having said that, one needs to review these metrics not as an accountant but as an analyst.  This is critical otherwise companies end up spending a large sum of marketing and GTM dollars for no real gain. So, how can we avoid the temptation of playing an accountant vs analyst in evaluating these metrics and data that bring a wealth of information to make product-market fit decisions? Being an analyst is a lot of hard work. Looking at the metrics as an accountant is lot easier; and, ease is something we often gravitate towards due to a natural proclivity of how we think :-).

I am going to share a checklist that I have found pretty useful in analyzing a set of metrics to determine product-market fit from an analyst’s angle.  Before we go through the checklist, it’s also important to highlight something pretty obvious, which we often miss out (I do too!), and I was reminded of that again when I was reading Antifragile by Nassim Nicholas Taleb. Here it is:


  • We should not look at the future by the naïve projection of the past, and that
  • Evidence of absence is not absence of evidence.


We should keep this in mind as a frame of reference while analyzing the metrics, and also we should try to test the hypotheses by trying to refute them instead of testing them based on a positive test strategy.  This will ensure that we address the likely confirmed biases which can lead to inaccurate analysis and conclusions.

Let us get back to our original challenge: How can we avoid the temptation of playing an accountant vs analyst in evaluating these metrics and data that bring a wealth of information to make product-market fit decisions?

Here is a checklist for the product-market fit analysis:

Validate Purchase Criteria
For a quick reference, I am reproducing a diagram from one of my earlier blogs.

          




Identify purchase criteria through a simple metrics relative to the value that the customer may assign to it. This could include a simple graph where you plot the value attributed by the customer to each purchase criterion (eg. Product feature, Consumption cycle, Cost benefits, Brand, Pricing and Business model) along Y-axis while Purchase criteria are plotted on X-axis. While doing this for your product, also plot the value that your customer assigns to competing solutions and alternate options that are available to them.

This graph would look something like a strategy canvass discussed in the previous blogs.  It can serve as a compass to determine what you should do from a product-market fit.  Also, this approach allows you to test hypotheses by refuting them while taking care of potential confirmed biases which we all have.

You want to drill deeper to understand why some of the customers assigned lower value to a given purchase criterion. This insight is valuable to determine what features or a new set of purchase criteria you need to enable. 

At this stage you also want to seek answers to the following questions: What is the business outcome your primary customers are hoping to achieve? What they are not able to accomplish using current options? What’s the new task you would like to accomplish? Validate and refine new purchase criteria around customer outcomes to set your product priorities to fine tune product-market fit.

Outcome of this step would also help identify primary customers and whether you are able to deliver the stated or expected value to them. It will allow you to determine key gaps which you may want to address before you decide about launching a large scale demand generation campaign for your product.


Know The Buyer

Understanding the primary customer is crucial.  Equally, important is to map the buying center, economic buyer, and the influencers. Product-market fit is not just limited to testing product messaging, but it’s also about understanding the purchase cycle.

At this stage, you also want to develop an understanding of the consumption cycle to determine what the value delivery chain may look like.  For example, would you be better off in delivering the stated value of you product by partnering with another vendor?

Here is a simple set of parameters which can help in analyzing the potential economic impacts on the user organizations based on the expected value delivered by the product:

Improvements over current options to achieve the stated Outcomes
Impact
Purchase criteria for the end-user
Economic: High/ Medium/ Low
Ease of use: High/ Medium/ Low
Purchase criteria for the buyer…

Purchase criteria for the influencer…



Also, it would be prudent to gain an understanding of how they gather information on making a purchase decision.  Example: If the end-users influence buying decisions, then you may want to consider a plan to offer a Free Trial option for your product to generate demands. Unfortunately, this aspect is often looked over and confirmed biases take over prudent GTM planning.  If your product adds value to IT’s infrastructure then your approach may require focusing on integrating with the key infrastructure vendor products vs creating free trial version of your product which may not deliver the expected value to the end-users.

Needless to say that securing a referenceable customer and achieving an adoption velocity is crucial, and knowing your customer helps with that goal.

Assess Competitive Landscape

Through customer insights and by understanding the use cases, one can determine relative positioning against various competitors and alternate options that the primary customer may have to achieve the stated outcomes.  It’s important not to interdict oneself to only looking at the players in the same space, you need to look at the alternate options that your primary customer may exercise to achieve the same outcomes.

Analyzing this is critical for 2-reasons – first, you want to know who you are competing with and why you are competitive (this could include another product or an alternate way to accomplishing the same outcome that you want to enable), and second, you want to review which purchase criteria would give you the needed advantage over other vendors and competing alternate options.

Validate Business Model

I strongly recommend using the Business Model Generation framework by Alexander Osterwalder and Yves Pigneur (www. Businessmodelgeneration.com). As you test hypotheses and develop GTM plans, understanding key partners, customer relationships, cost structure and revenue streams are essential to delivering the stated value to your primary customer.

Any GTM plan that does not capture these aspects is very limiting and it interdicts one’s ability to develop a comprehensive GTM plan; you don’t want to launch a campaign with ad-words without doing this diligence.
 
Sales channels

By understanding the business model, and by capturing the feedback in the steps mentioned above, you can make some critical decisions about your customers and channels to reach them. For example:
·         Is this an opportunity to create value for the existing customers – Could you sell this to the existing customers by enabling key outcomes they care about?
·        
         Is this a new customer opportunity – What new segment of the customers would benefit from the product? For example, a company with a focus on mobile security may look at segments of the market where mobility and compliance are of prime importance.
·       
         Do you need key partners to deliver stated outcomes to your primary customers – Who are the key partners that you need to integrate with in order to deliver expected outcomes? What is the strategy to establish these relationships?

·        What are your key channels to reach your target customers – How do you sell your product to target customers?  What’s the channel to deliver the product to the customers?

Any product-market fit exercise, which does not include a detailed analysis of various metrics captured above, would lead to a false start of your GTM plans often driven by confirmed biases and a naïve projection of the past.

Tuesday, February 18, 2014

GTM Plans – Easy Rear View Driving vs Applying Rigor!

In the previous blogs, I discussed a framework that helps build product hypotheses and offers an approach to testing the hypotheses in the market to make key product decisions with a goal to create new purchase criteria to gain adoption. In the process, as product evolves, product leaders need to make strategic Go-To-Market (GTM) choices, and assess its implications. This is critical for the success of the product. Product leaders must not look at the future by naïve extension of the past; it’s essential that due rigor is applied in thinking thru GTM plans. In addition, product leaders must tinker the GTM plans as they execute on the strategic bets they make to fine tune it. It’s very easy to slip into rear view driving mode vs applying needed rigor to create a successful GTM plans. Product leaders must take a holistic look at the GTM plans vs cherry-picking the confirmatory examples often motivated by the idea that ‘the competition is also doing it’.

Here are some pitfalls and opportunities that are worth considering:

Avoid GTM planning based on rear view driving
There is a temptation to decide on GTM plans based on what others are doing in the market. Confirmed biases led by a rear view driving mentality limits one’s ability to see the changing landscape.  It’s often easy to copy GTM approach of another player in the market particularly when you lose the sight of the new (and, hopefully, different) purchase criteria you are creating. Absence of diligence in understanding the value of new purchase criteria that you are creating will lead to Halo Effect driven by a narrative of what we see others are doing in the market. This leads to a temptation to alter our strategy without thinking thru if that’s the right thing to do or not. As a result unknowingly we shift to a new strategic bet without a plan to win. Product positioning and the overall GTM plan gets out of synch with what product is originally designed to do. So, how do we avoid this – Ask yourself if you still remember what purchase criteria you are trying to enable? How does the GTM plan support that goal? It’s easy to substitute these questions with easier ones, so avoid that temptation!J

Identify the customer
You always start with the purchase criteria you are creating for a set of target customers.  Having said that as GTM plans evolve, there is a very high probability to drift from the core product strategy. In my opinion, this is a result of not applying due diligence to GTM plans.
Understanding which buyer group would benefit from the new purchase criteria is super critical.  Here is a list of leading questions that must be answered as a part of GTM planning – What is the context in which your product or service is used? What happens before, during and after? Can you identify the pain points? How does your product eliminate these pain points?
Absence of this could lead to a confused GTM plan and mismanaged product investment which attempts to address partial needs for every possible customer segment, enterprise, consumer, federal and the rest.  GTM plan needs to be in alignment with the product strategy which is about enabling new purchase criteria.

Explore platform vs feature
Products evolve as we test purchase criteria in the market. In the process, product leaders must assess whether their product is enabling a set of complementary products or it is addressing a specific problem. GTM plans for a platform requires product leaders to think more in terms of an ecosystem that they need to enable to deliver value around their platform. Finding a right balance between enhancing platform to enable an ecosystem vs building complementary product that may leverage the platform is crucial. Doing both is difficult and it may result into conflicting strategies with the ecosystem which can, otherwise, help scale your business if your offering is a platform.

Use Wide-angle lens to develop GTM plan
Product leaders must see the whole playing field. Here is a quick check-list of obvious items that product leaders must process as the product hypotheses are tested in the market:
  • Business Model. How does the product generate revenue? Is Freemium a potential business model?
  • Ecosystem.  How to enable your value chain and partners to make your offering distinctive?
  • Service. How do you service customers?
  • Channel.  How do you deliver your offering to customers?
  • Customer experience. How do you create an integrated experience?
  • Brand.  How do you express your value to customers?
Process feedback from GTM plans
Feedback from GTM plans, based on a set of metrics (Blog: http://20-milesmarch.blogspot.com/2013_09_01_archive.html) is helpful in steering product strategy and to make persevere and pivot decisions.  It’s important that as a product leader one balances the temptation to either pivot now or do not pivot at all based on early feedback. There are several examples which support either of the extreme positions that product leaders took in the past.  Having said that in addition to a ‘gut feel’ one should carefully go back and assess the purchase criteria by looking at ‘why’ it makes sense, ‘how’ your product delivers value and ‘what’ it does to deliver the stated value.

It’s important to improve the hit rate of the strategic GTM choices that product leaders make, and the best way to do that would be to record answers to these questions, and then compare against real inputs to make persevere or pivot decisions.  Simple art of going back and reassessing as to why a particular bet was made in the first place is fading away in the spirit of moving at the lightning speed.  Speed indeed is life when it’s guided by a logical rudder :-).

Successful product leaders apply this rigor to 'what works' and 'what does not to make strategic choices and assess the GTM bets they make.