Jan 23, 2023 | Change, Communication, Marketing
Considering my definition of marketing as being: ‘The identification, development, leveraging and defence of competitive advantage’ it makes sense to consider the impact of AI, as it is happening all around us. Largely unnoticed until the explosive birth of ChatGPT in November last year following the earlier release of Dall-E, the doomsayers are at work.
I am not a data scientist, my limit is writing a formula in Excel no longer than 3 factors, but you do not need to be a data scientist to think about this stuff.
AI learns from itself by iterating with the benefit of ‘digital hindsight’, the outcomes of the previous iterations built in. Think of a radiologist reading scans. In the course of a year they might read a thousand, each time learning from the experience of the previous readings. Over the course of a professional career of 25 years, they might read 25,000, then they retire, and the experience is lost. An AI system can read hundreds of thousands in a week, each building on the previous, looking for patterns, so millions over a couple of years. They can also take data from other sources and blend it into the analysis, and they never retire, so the experience is not lost, it compounds. Importantly however, it compounds based on what has happened, making visible what is already in the data. We have yet to build an algorithm that can be creative.
The ingredients necessary are just 4:
- Input data,
- Computing power,
- Quantitative understanding of human behaviour (still evolving) and,
- An AI system.
Successful Marketing uses all four, although to date in vastly different ways and to differing degrees. It requires an intimate understanding of customer behaviour and how your behaviour and that of the customers impacts others in the supply chain. This is almost ground zero for marketing success.
The combination of the recently released ChatGPT and its stablemate from OpenAI Dall-E will do for content creation in its broadest sense, what the digital camera did for photography. Suddenly everyone became a ‘photographer’, so who needed professionals? Slowly, the gap between even good amateurs and the professionals became clearer, the value added by the real pros, as distinct from the others became more obvious, and presented the clear choices that needed to be made. A similar process will evolve with written and visual content. It has become very easy to produce stuff that will pass muster as OK, but is that good enough in a homogeneous world?
The combination of these tools and a professional will reduce the time taken to produce great work, so the costs will go down, and the quality will not suffer, but be enhanced. A great outcome for the few true professionals.
The downside will be felt by those who claim expertise, but do not genuinely have it. Their output of regurgitated marketing strategies, tactics and collateral material will resemble the thousands of templates already available, and be of little genuine competitive use.
Header cartoon credit: Tom Gauld in new Scientist
Jan 16, 2023 | Marketing, Strategy
At the intersection of the science of the brain and Artificial Intelligence, is something called ‘The Frame Problem’
This is a term used to describe the way we, subconsciously, sort the relevant from the irrelevant in any context, or ‘frame’.
It locates the inflection point between artificial intelligence, getting smarter by the day, and the sentient intelligence we humans can bring to bear without conscious effort.
Often, we just call it common sense.
For example, if we saw a 3-year-old child we did not know about to jump into a swimming pool, we would automatically try and stop them. By contrast, if we also saw the kids mother waiting a few feet away to catch them, we are unlikely to even register the fact that they are about to jump into the pool.
The resulting ‘frame’ which drives our response is different, although the scene our eyes ‘see’ is identical. It is the interpretation our subconscious makes that is entirely different. That difference is how our brains interpret the factual scene our eyes register on our retina.
Applying the ‘Frame’ to largely qualitative contexts when outcomes are variable, and derived from a host of drivers, frees up cognitive capacity to do other, more important things. In differing contexts or ‘frames’ the variables stimulate differing courses of action, as the value of experience and domain knowledge comes in.
You cannot learn this stuff from a book, as no book can adequately predict which set of variables will show up at any given time in differing contexts. That variability will have a profound influence on the resulting action we take.
For a marketer, understanding the ‘frame’ of their target customer or market will enable you to tweak the drivers that will lead to a desirable outcome. Equally, it will enable discrimination between drivers so that investment is not made in combinations of drivers and situations that will not suit the marketing objective.
The key question to ask yourself is: What did we miss?
Jan 1, 2023 | Change, Marketing
January 1st is the day we verbalise our introspection.
Usually it is called a resolution, but the irony is resolutions are things we do, and new year resolutions are usually things we would like to do, but in our hearts, know we won’t
Anyway, for a marketer, or indeed any manager, a sensible 2023 resolution will be in three parts:
What should I stop doing?
What should I start doing?
What should I do more of?
Implement that simple resolution set, and 2023 will inevitably be better than 2022, although 2022 was a pretty low bar for most of us.
Have a great 2023.
Nov 21, 2022 | Communication, Governance, Strategy
The purpose of a brief is not to be brief.
A brief, for whatever purpose it is written should be a catalyst for creative thinking, examination of options, and father of a robust solution. This applies equally to an engineering brief as it does to an advertising brief, research brief, or brief given to a head-hunter searching for a new CEO.
Failure to write a good brief will lead to a sub-optimal outcome, or at best, considerable delay and false starts that consumes resources unnecessarily.
A comprehensive, well thought out brief is not a guarantee of success, but it certainly shortens the odds.
Following is a framework for the next time you have to write a brief, for whatever purpose.
Let strategy drive the brief.
Strategy should be the primary driver of every decision taken in an enterprise, down to the daily tactical decisions. It provides the framework for the choices that need to be made. Most briefs I have seen are disconnected from strategy. Sometimes this is just poor leadership, in others it reflects the lack of any strategy, which is evidence of poor management. In the absence of a clear strategy, the choices made as an outcome of a brief of any sort may as well have been taken in a vacuum.
Define the need.
A brief will be in response to some need to be addressed. It may be a competitive challenge, it may be seeking a solution for an internal problem, or it may be seeking information, or be focussed on an opportunity of some sort.
Ensuring the need the brief is seeking to address is clearly articulated is vital to the construction of an actionable brief to experts that will enable them to bring appropriate expertise to bear to deliver the planned outcome.
Define the objectives.
As noted above, the generation of a brief presupposes there is an investment of some sort being contemplated. No investment should be made in the absence of explicitly stated outcomes the investment is expected to deliver. These are usually stated as objectives.
The best objectives are always those against which performance can be measured, SMART objectives. In some circumstances, such as an advertising brief, such clarity is challenging to achieve. It requires deep thought to indentify the drivers of the outcome, the lead indicators, that can be reliably measured. However, the effort will deliver returns, whatever the arena for the brief.
Assemble all relevant facts and informed analysis.
It should go without saying, but no brief is complete unless there is a comprehensive collection and analysis of all facts, and information relevant to the choices that will be made. Objectivity is a blessing. Sometimes it is hard to know where to draw the line, particularly when constructing a creative brief. Average will rarely deliver results, and continuation of the status quo while often ‘safe’ in a corporate environment, is bound to deliver ordinary results at best. There is a warning here for marketers, who will take this to be a licence to change advertising execution. Marketers are often way too close to their advertising and get tired of it before the average participant in the market has seen the message sufficiently to absorb and act on it.
Execute with experts.
A great brief in the hands of the summer intern will not usually deliver a useful result. No matter how great the brief, expertise in coming to grips with the nuances and options presented, requires wisdom that only comes from experience.
Simplicity.
While this post opened with the observation that the purpose of a brief was not to be brief, it is also the case that the simpler, more concise, more focused on the drivers of success the brief is, the better. Simplicity will increase the ability of those responding to make the choices they need to in order to deliver the outcomes being sought. Steve Jobs said it best when he said: ‘Simplicity is the ultimate sophistication’ about 50 years after Einstein said: ‘everything should be made as simple as possible, but not simpler’
Note to the unwary. When what should be a ‘Brief’ is called a ‘Tender’ it is a sure sign that price is the dominating consideration, and you are not the only one being invited to the party.
Header cartoon credit: Tom Gauld in ‘New Scientist’
Nov 16, 2022 | Innovation, Marketing, Strategy
One of the standard assumptions about strategy is that it evolves from the top. Those at the top of the organisation have access to all the information and resources necessary to craft the strategy that will then be deployed through the organisation. Then, crucially, they have the power to make those critical resource allocation decisions that drive activity. Sometimes that strategic development process is assisted by people from a range of functions and levels, all given the opportunity to have their say, and be a part of the process.
When you think hard about it, this top-down dynamic, however it is constructed and communicated is a load of old cobblers.
It should never work that way if what you want is an optimised outcome.
The objective of strategy is to figure out how to outcompete the competition, current, emerging and potential. That implies that strategy should be born at the point of competition. This point is not the supermarket shelf, the procurement office of customers, or in the boardroom, but in the definition of the source of the competitive advantage you are creating.
Building competitive advantage is a long-term task that requires choices to be made about the way available resources are to be deployed. If the competitive arena is based on the outcomes of R&D, as it is a digital product, then you had better allocate the resources to ensuring you are at least amongst the best in the field. Similarly, if it is in the excellence of customer service, you had better build the infrastructure to ensure no customer is left waiting and wondering.
This sort of analysis consumes time and intellectual energy from a wide range of stakeholders, not just the few sitting around the senior management table.
Clearly there can be an internal conflict when a business has more than one offering that have different points of competition.
That challenge can only be managed by ensuring that there is a source of common leverage that can be applied to all the product portfolios. Usually this will prove to be a brand that has built the credibility necessary to be compelling in both arenas.
A current client has two competitive arenas with entirely different business models and sets of capabilities necessary to support them. However, the physical products are very similar, emerging from the same technology ‘home base’. The strategies being deployed are different, although there is some commonality in the value proposition, but tactically, they are entirely different. Two years ago, there was a third product range that seemed to be an obvious extension, but proved to be a major distraction, as the competitive coalface was focussed elsewhere. As we lacked the resources to accommodate three, the product category was exited. That has proved to be a good decision, albeit very tough at the time.
The moral is to craft your strategy around the competitive arena where you must win to be commercially successful. If you cannot win in a definitive manner, the better choice is to exit and deploy the released resources where the return for winning is higher.
This is challenging stuff, so call me whan a bit of wisdom from experience might help.
Nov 14, 2022 | Customers, Marketing
Last week I published a post that outlined the four essential questions for successful marketing. A number of people contacted me and said, ‘more detail please’.
So, here goes:
What problem can I solve?
Unless you can solve a problem for someone, why would they buy from you?
Albert Einstein, my senior marketing guru, said, amongst other things, “If I had an hour to solve a life defining problem, I would spend the first 50 minutes defining the problem, the rest is just maths’
So, do your research before you jump in.
The definition of how you solve the problem becomes your value proposition. In other words, how does what you do add value to the lives of those ideal customers?
If you cannot articulate that, you have nothing except price, and nobody wins a price war.
The solutions to problems come from being able to ask the right questions.
Seeing things others do not see, solving problems better than others, and sometimes seeing a potential problem before it is an acknowledged problem, highlighting it, and then solving it.
The classic case is the iPod. It was not the first MP3 player, and arguably it was not the best technically, but it did something no other mP3 player did. It put ‘1000 songs in your pocket’. It articulated the problem that the product solved.
While others all talked about their technical superiority, the stuff the geeks thought was important, Apple just told us what consumer problem they solved.
Who is my ideal customer?
Who is your ideal customer, the one who will not haggle the price, who loves the product you sell, and proselytises for you? Knowing that person in detail would be marketing and commercial gold.
Like all gold, it is hard to find, subject to all sorts of distractions and false starts, but immensely valuable when discovered, and discovery is usually incremental, rather than a ‘eureka’ moment. This means it is also a demanding challenge.
What is often also forgotten in the effort to define that ideal customer, is that every customer also has an ideal supplier, one who meets all their needs, delivering value in excess of the cost to them. It is a two-way street, and a relationship only prospers where there is value being delivered to both parties.
Defining your ideal customer is an iterative process, deceptively demanding, as it requires choices about who is not an ideal customer, and therefore excluded from primary consideration. Choices like this are challenging, but necessary, particularly for small and medium businesses which do not have the luxury of a big pot of marketing money. You must get it right or risk wasting limited resources.
Following is a list of 6 parameters you can use. Not all will be equally applicable in every situation, but it will pay to give each deep consideration.
Who: Is the demographics they may exhibit. Where they live, age, gender, education, job, and all the other quantitative characteristics that are available. These parameters are pretty much all that was easily available in any detail until digital tools came along.
What: are their behaviours. Do they go to the opera or rock concerts, perhaps both, do they travel overseas for holidays, what sort of causes, if any, do they support, are they likely to demonstrate their beliefs publicly, or are they just internal. All the sorts of things that offer a picture of how they think, feel, and behave in all sorts of situations.
Where: will you find them digitally, as well as in the analogue (perhaps real) world, and what means can you use to make a connection. Are they likely to be avid users of Facebook, LinkedIn, or other social platforms, are they comfortable buying online, do they ‘showroom’ digitally then visit the physical retailer, do they get their news from Facebook and Reddit, or more focused news sites, or even, surprise, surprise, newspapers, radio and magazines.
When: will they be ready to buy? Customers are rarely ready to buy when you are ready to sell. Understanding the customer buying cycles, particularly in B2B and a larger consumer purchase is critical.
Why: should they respond to your entreaties, to do whatever it is you are asking of them. What is your value proposition to them? What promise of a new and better tomorrow can you deliver? What can you deliver that is different and more valuable to them than any alternative? If you cannot answer these questions, it will come down to price, and winning a price war is a great way to go broke.
How: will you service the transaction, and the subsequent relationship that may emerge? This is usually down to questions about your business model and the ‘fit’ that has with the customer.
How and where do I apply Maximum Marketing Leverage?
Identifying the point at which you can apply Maximum Marketing Leverage (MML), or in other words, get the most productivity from your marketing investment is the point at which the previous three questions intersect.
Answering these three questions leads to conclusions on the fourth; how do I make a profit? Answering that requires a combination of introspection on your business, in combination with ‘exospection’, the examination of your business from an external perspective. The point where these two perspectives intersect is the best spot to apply marketing leverage.
Most will be familiar with the SWOT model of business analysis; this is one of many, and simplest of the many ‘Mental Models’ you can use to do the examination. Porters 5 forces, Balanced Scorecard, BC matrix, Business Model Canvas, and many others are alternatives. All have their pros and cons, but the key point is that you give due consideration to them, as they will identify and clarify your point of MML.
How do I make a profit?
Just as a successful young single male professional might opt for a red sports car, when 10 years later, with a family, kids, soccer practise, he might opt for a brick on wheels, you can have different business models to suit different circumstances and conditions.
Most small and medium businesses with which I have been associated give little if any thought to the business model, but it is of critical importance.
Are you retail, wholesale, franchised, subscription, digital, or some combination? All are different, working in differing ways, to allocate and absorb the costs and benefits that accrue. Being very clear about your business model and being able to anticipate if a potential customer will fit is in some circumstances, a vital component of making a profit.
The ‘maths’ leading to profit
All that has gone before, in Albert’s language, is the definition of the problem. Now we get to the maths, the way in which you apply the leverage.
Most small businesses rush straight to the tools of leverage without due consideration of the nature of the problem they want the tools to solve. However, once defined, pick a tool, or most often a combination of tools that best fits your point of leverage and apply them, recognising that there is no formula to give you the exact right answer. Therefore you need to be prepared to experiment to find the best outcomes. The process of experimenting will also give greater clarity to the 4 questions, which will in turn clarify the point of MML.
The choices you face are multitudinous. Digital, analogue, which social platform, how much should be spent on AdWords, does Facebook work, how to use the automation tools available, what about email, letterbox drops, and so on, and on, and on. 20 years ago, life was much simpler, there were few choices, but there was also very few of the tools available that enabled the identification of the point of MML, so experimenting was far more costly and risky than it is now, to the point where small businesses had very few options. Now you have plenty, the challenge is to use them in the best possible manner.
Good luck, and when you need to draw on deep experience, give me a call.
Header credit: The header cartoon is a repeat of the Tom Gauld cartoon used on the original post
