Thinks 563

Economist on AI foundation models: “Earlier generations of ai systems were good for only one purpose, often a pretty specific one. The new models can be reassigned from one type of problem to another with relative ease by means of fine tuning. It is a measure of the importance of this trait that, within the industry, they are often called “foundation models”. This ability to base a range of different tools on a single model is changing not just what ai can do but also how ai works as a business. “ai models used to be very speculative and artisanal, but now they have become predictable to develop,” explains Jack Clark, a co-founder of Anthropic, an ai startup, and author of a widely read newsletter. “ai is moving into its industrial age.””

Eric Ashman: “In the search for new customers, you increase spending on sales and marketing. You launch new products and services, hoping to extract more value from existing customers while also unlocking new customer segments. You know that all of this growth work is fraught with peril. Many of the things you try won’t work. New products may not be as desirable or viable as your original idea. Marketing channels don’t scale infinitely at your target efficiency. New sales channels can prove to be inefficient paths to new customers.This is why growth must be built on a constant cycle of testing, measurement, and iteration.”

From a JM Financial report: “Quick Commerce platforms are essentially trying to disrupt the unorganised grocery market (mainly the neighbourhood kirana stores) in large cities. Their broader strategy seems to focus on driving the message that shopping for groceries through their online platforms is far more convenient than having to take physical trips to the neighbourhood grocery/convenience stores. By leveraging their scale, platforms can also extract better margins from brands/manufacturers/distributors, a percentage of which then can be shared with the customers to create top-of the-mind awareness or improve customer stickiness. Moreover, some platforms are providing more flexibility to consumers by giving them the option to decide their own delivery schedule. This messaging of speed and convenience essentially addresses the pain-points of urban families having busy lifestyles and nuclear families. High NPS scores for Quick Commerce players compared to offline channel and scheduled delivery players are indicative of the growing consumer satisfaction with the channel.

Hotline: The Crux of the Brand-Customer Relationship (Part 10)

Marketer’s Challenges

I have been thinking and writing about brand-customer relationships for the past couple of years. My key theses have been along two tracks. First, that a small percentage of customers deliver a large percentage of revenues and an even greater quantum of profits, and brands need to create a separate internal business unit to deliver exceptional experiences to these customers. This is an idea I have termed as “Velvet Rope Marketing” and more recently “Extreme Retention”. Second, brands are guilty of “Adwaste” – half of their marketing spends are being wasted because of reacquisition and wrong acquisition. A more balanced approach is needed between adtech spending for new acquisition and martech spending to build deeper engagement with existing customers – what I have termed as “profit-centric marketing”. Martech 2.0 is about focusing on the 4 Ps (pipe, partitioning, properties, prospecting) and 5 Rs (retention, repetition, referrals, reactivation, replenishment). This is also where the ideas of Email 2.0 (Hooked Score, AMP, Ems, Atomic Rewards, Progency) and Loyalty 2.0 (tokens for attention and data) come into play.

This is a long list of ToDos for a modern marketer who is caught between the demand for continuing growth in revenue at all costs (which can be brought in easily via spending on Google, Meta, Amazon and increasingly Tiktok) and the need to deepen relationships with existing customers (which needs CDPs, marketing automation, personalisation, analytics, omnichannel engagement, and more). The latter is more effective but takes time, while the former delivers results instantly. The conundrum is that the cost of new acquisition (CAC) has been rising rapidly – in many cases, at 40-50% year-on-year. This is sucking away marketing dollars into adtech when the right thing would be to grow the engagement with existing customers. With a slowdown and possible recession likely in the next 12-24 months, belt tightening has begun. There are only two paths to profitability in such a scenario – cut employee costs or cut marketing costs. This is the difficult choice for CEOs and CMOs.

It was against this backdrop that Rumelt’s new book made me ask the question: What is the crux of the brand-customer relationship? Among all the challenges faced by a modern marketer, what is the gnarly problem to tackle which can unlock profitable growth? The candidates were many: optimise return on ad spending (ROAS) on Big Tech platforms for new customer acquisition, offer bigger discounts to drive more revenues from existing customers, to invest in more martech solutions for omnichannel engagement and personalisation, and so on. In fact, there are many profit killers [Parts 3 and 4 in my Extreme Retention = Profit-centric Marketing essay] in a business which can be addressed and converted into profit creators. But there had to be that one thing which could be the gamechanger – the crux faced by marketers, a challenge that was critical and solvable. This is what I was thinking about while immersed in Rumelt’s book on the flight back from Newark to Mumbai.

Thinks 562

WSJ on the power of a lunch break: “Humans can typically focus and perform well in 90-minute bursts, says John Trougakos, a professor of organizational behavior at the University of Toronto who has studied lunch breaks. Pushing through for long stretches can cause us to make more mistakes and be less efficient, he says.”

The Hitchhiker’s Guide to Ethereum by Delphi Digital. “All roads lead to the endgame of centralized block production, decentralized trustless block validation, and censorship resistance. Ethereum’s roadmap has this vision square in its sights.”

Gillian Tett: “I had breakfast in New York with a Malaysian accountant-turned-banker named Azman Mokhtar, who I first met years ago when he ran the Khazanah sovereign wealth fund. He arrived carrying a fat photo book entitled Kembara Kretapi: Around the World in Trains of Thoughts. It was the memento of an epic journey he took in 2019, boarding exactly 77 trains over 77 consecutive days as he circumnavigated the globe. The idea, he explained, was to celebrate something known as kembara in Malay (probably best translated as “wanderlust”). Planes are not well suited for kembara, since being 30,000 feet above the ground detaches you from, well, the Earth. Train travel, by contrast, enables you to better experience the places you’re travelling through…What he encountered along the way was not necessarily shocking; the value came from numerous tiny surprises.” Mokhtar: “The incredible landscapes, seascapes, cities, art, architecture, food, sights, sounds and smells experienced permanently etched in happy memory. An unforgettable chance to experience God’s magnificent earth and meet its beautiful inhabitants through one of the world’s great arteries – its train lines. As Paul Theroux (who sparked this great train wanderlust in me almost 40 years ago) said, most special in the great railway bazaar is the people that you meet: the stories, the sharing, some quirks and idiosyncrasies, but overwhelmingly, it is the smiles, the color and the kindness of friends and strangers. And how in spite or maybe because of our diversity, how thoroughly universal we are in our dreams and aspirations.”

Hotline: The Crux of the Brand-Customer Relationship (Part 9)

CommerceNext Conference

Here is a gist of what I heard in the various sessions on the first day at the CommerceNext event in New York on June 21. (I could not attend the second day since I had my flight back to Mumbai.)

  • Retail is overstored; ecommerce is growing
  • Same day delivery is expensive
  • Customer acquisition is difficult and expensive, and getting harder
  • It is hard to be a retailer; more bankruptcies are coming
  • Delivery companies are being hit with wage inflation
  • Many sectors are over-inventoried
  • US retail environment is very competitive
  • Fashion accounts for 4% of global carbon emissions
  • Brands go out of business for three reasons: lack of product-market fit, cannot operationally scale, and run out of growth capital
  • Customer touchpoints keep increasing
  • Inventory management is a big challenge; and supply chain disruptions are hurting
  • Brands need future hunters who can look a few years ahead
  • Brands need to think servicing, not transacting; think experiences, not transactions
  • UGC and Community creation are becoming very important
  • New investment areas: omnichannel, search, personalisation, loyalty
  • Need to think full-funnel marketing, not distinctive brand and performance marketing
  • Story-telling is important to differentiate
  • Tiktok is the hot new thing; that’s where the attention is; but it offers limited measurement
  • Measurement (attribution) needs to be done right
  • Need to focus on profits – now! Also need to optimise cashflows.
  • Make marketing spend as a profit generator
  • Brands must ask “how did you hear about us” for new customers on the order confirmation page
  • Think of media and creative as investments for the future
  • Identify new pockets of traffic beyond Google and Facebook
  • Conversational commerce via 2-way SMS
  • Think “in-the-moment” interactions
  • Customers willing to share personal data in return for some value exchange
  • Offer multiple ways to earn loyalty points beyond transactions
  • Personalisation needs customer data and product data; need for a unified data model
  • It costs 5-25X more to get a new customer than to keep an existing customer
  • Consider doing testing on the copy (words/images) used on the website/app; small visual cues can have a big impact in the customer journey
  • Online chat can be very helpful
  • New trends to consider: metaverse, NFTs
  • Use AI and data for decisions because humans don’t scale
  • The future is about mobile experiences

In the presentations I heard, there is a mix of what modern marketers think: the challenges they face, the opportunities that they are, managing the short-term and the long-term, thinking new acquisition and retention marketing, piloting new technologies, and worrying about the changing macro environment. At the heart of everything: the evolving brand-customer relationship.

Thinks 561

The Generalist with wisdom from Kevin Aluwi on building a great company: “Do the hard things. To build a great startup, you have to move fast. But you shouldn’t let urgency distract you from tackling big, thorny problems. Doing the hard things is one of the most effective ways to build true defensibility. Protect your principles. Having clear company principles helps your team make faster, better decisions. It’s easier to act autonomously when you have a clear framework to follow. Failing to protect these values can shift your company towards an “exception-based” culture. Pay your debts. Every time you make a sub-optimal corporate decision, you create a “debt” that must be paid. This is true across engineering, product, and marketing teams. To avoid debts spiraling, keep track of them and proactively pay them down. Build a brand. If you’re building a good business, you’ll inevitably attract competition. For consumer companies, it’s essential to create an impactful, differentiated brand. If you do it well, you’ll outcompete better-capitalized opponents.”

Aviv Ovadya: “Facebook, YouTube, and other platforms make incredibly impactful decisions about the speech of billions. Right now, those decisions are primarily in the hands of corporate CEO’s—and heavily influenced by pressure from partisan and authoritarian governments aiming to entrench their own power. We propose an alternative: platform democracy. In the past decade, a new suite of democratic processes have been shown to be surprisingly effective at navigating challenging and controversial issues, from nuclear power policy in South Korea to abortion in Ireland. These processes have been tested around the world, overcome the pitfalls of elections and referendums, and can work at platform scale. They enable the creation of independent ‘people’s mandates’ for platform policies—something invaluable for the impacted populations, the governments which are constitutionally unable to act on speech, and even the platforms themselves.”

Bent Flyvbjerg to Rita McGrath on succeeding with big projects: “When you boil this down to the core, it’s about learning. And when you make things repetitive, you make them conducive to learning. Every time you repeat, you have a learning cycle. And the more learning cycles you can do, the faster they will be. That’s where speed comes in. The faster you do them, the more learning there will be, and you get what we call positive learning curves.”

Hotline: The Crux of the Brand-Customer Relationship (Part 8)

The Crux – 3

Gartner book review: “Rumelt defines true strategy as the mix of policy and action designed to overcome a significant challenge.  Rumelt calls these significant challenges “Cruxes”.  A crux is further defined as a challenge that is both critical and appears to be solvable. It is a very simple, but immensely powerful way of thinking – particularly compared to the current goals first. Using this view Rumelt effectively advocates that strategy is a special form of problem solving with the ability to deal with Gnarly problems. Gnarly problems or situations … may have no clear definition of the problem itself, it tough because the issue is not self-evident nor self-defined. This means that gnarly problems are either overlooked or avoided in favor of simplistic goals, because you have to work at them and face the truth … [They] do not have a single or simple goal, rather they often require addressing a number of potentially competing ambitions. Again, they are hard to solve and cannot be wished away with a goal of mission statement.”

Rumelt in McKinsey Quarterly: “A gnarly challenge is not solved with analysis or the application of preset frameworks. A coherent response arises only through a process of diagnosing the nature of the challenges, framing, reframing, chunking down the scope of attention, referring to analogies, and developing insight. The result is a design, or creation, embodying purpose. I call it a creation because it is often not obvious at the start, the product of insight and judgment rather than an algorithm. Implicit in the concept of insightful design is that knowledge, though required, is not, by itself, sufficient. The way through a gnarly challenge may not seem clear at first but working to grasp the structure of the challenge is often the best way of seeing a path through. As a number of problem-solving researchers have found, “at the least, problems must be deeply analyzed before an insight solution can be achieved … The skilled strategist recognizes the heart of a challenge as the thing blocking an easy solution. Attention is drawn to it because it hints at leverage—that if we could only just move the keystone, the whole wall can be breached.”

Rumelt added about how Elon Musk identified and solved for the crux in the early days of SpaceX:

As an example, the entrepreneur Elon Musk is passionate about populating Mars. He imagined promoting this idea by sending a small payload there. In 2001, Musk had tried to buy an old rocket but was unhappy with the style of bargaining and how the price tripled during the negotiations. He began to look at the challenge of cost—why did it cost so much to put payloads into orbit? He was quick to see that the high cost was because rockets were not reusable. There was no cheap way to return to Earth through the furnace-heat of blasting back through the atmosphere at 18,000 miles per hour. Was there a way around this problem, the Achilles heel of the old space shuttle? Then Musk had an insight: fuel was a lot cheaper than vehicles. It might make sense to avoid the huge complexity of super-high-heat reentry by carrying more fuel and using it to slow the rocket’s return to Earth. Like many old science fiction stories, Musk imagined a rocket that would turn around and slow down by firing its engine, leading to a soft landing. No violent reentry furnace would char the outside of the vehicle. The process could be automated, as well—no need for a human pilot. The key would be engineering a rocket engine that could reliably start and stop and accurately throttle and direct its power. With this insight, soft reentry became the crux challenge for SpaceX.

As I read the initial chapters of the book on the flight from Newark to Mumbai at the end of my vacation, the question that came to me was: What is the crux of the brand-customer relationship? In other words, what is the hardest (“gnarly”) problem that marketers need to solve to help them in their journey of maximising customer loyalty, revenues and eventually, profitability?

Thinks 560

Framework Ventures: “Powerful shifts in technology or investing begin when either a new type of computer is adopted or a new type of asset class is institutionalized. Crypto is powerful because it is both a new type of distributed computer for developers – blockchains, and also the conduit for an entirely new asset class to be created – tokens. When a new computer is invented, we see new tech paradigms like cloud, social and mobile that enable new uses of technology. When a new type of asset is institutionalized, we see new types of investors and markets. We have never seen both of these things occur simultaneously before, and the crypto use case acceleration speaks volumes. In the 2017 bull run, blockchains were only used to transit assets to and from centralized exchanges, and Tether was still on Bitcoin. During the 2020 DeFi Summer, people used smart contracts in groups for the first time amidst a Cambrian explosion of new financial primitives built atop Ethereum. In 2021, we saw millions play Axie Infinity every day to earn a livable wage, creating a self-sustaining global neoconomy with their own native currency. We are accelerating towards a future where blockchain is as ubiquitous as the internet, and as disruptive as the invention of the joint-stock corporation.”

Charles Blow offers career advice: “Try to be the best at what you do. The money will take care of itself…In business, persistence pays off…Others may have more advantages than you, but no one has more hours in the day than you. No one can outwork you unless you let it happen…Find your workplace tribe…No one cares about your disadvantages. Overcome them…Managers must be managed.”

Shankkar Aiyar: “Currently India’s working-age population – classified as those between the ages of 15 and 64 — is in excess of 925 million. The Economic Survey reveals that the number of persons active in the labour force at around 518 million. The gap, the missing hands, essentially reflects the edging out of women from the workforce. It is said women hold up half the sky. Yet barely 19 per cent of Indian women of working age participated in the labour force in 2021 as per the World Bank. The question which must haunt India and its policymakers is can a nation harness its potential when women stay out of the labour force. To appreciate the starkness of this gloomy picture one must consider data on labour force participation rates of other countries. India is in the company of Pakistan and Somalia. In female workforce participation rate India ranks worse than Saudi Arabia at 31 per cent, Turkey at 32 per cent, Bangladesh at 35 per cent, Myanmar at 41 per cent, Uzbekistan at 45 per cent, Malaysia at 51 per cent, Mongolia at 51 per cent, Thailand, at 59 per cent. Even countries in Sub-Saharan Africa fare better…India trails all its peers among the BRICS nations on female workforce participation rate — China is at 62 per cent, Russia is at 54 per cent, Brazil at 49 per cent, South Africa at 46 per cent.”

Hotline: The Crux of the Brand-Customer Relationship (Part 7)

The Crux – 2

Here are more quotes from Rumelt about the book and strategy, along with reviews about the book:

Rumelt in an interview with Martin Reeves: “The crux is an idea that comes from climbing, as you know. It means the hardest pitch or the hardest move on a climb. And the central message of the book is about focusing your strategic thinking on the hardest problem you face that you can actually do something about. And so that’s where the crux concept intersects the climbing idea … Good strategy, in the end, is a design created by judgment. How do you create a good song, or how do you create a great building or great painting? Not easy to explain. Strategy is a bit easier than that. But it’s in the same area of design-type problems. My intuition and my understanding of what works in strategy and what doesn’t work is that it’s better to start by looking at challenges … [T]here may be several addressable strategic challenges. The crux is narrowing it down to something special. I believe, although some may disagree with me, that the most fundamental concept in strategy is concentration and focus. The oldest strategic teachings are: you focus your strength on where your opponent is weakest, or where the market opportunity is the greatest. And that focus, that concentration, is the crux in some sense. This has to be part of a good strategy. You can’t try to do everything at once. You’ll fail.”

LeadingBlog: “Getting to the crux of the issue is harder than one might think. We are too often stuck in our assumptions. Often it requires a reframing, a new analogy, or a reanalysis of data in ways that we have not previously considered … Rumelt walks us through a crux defining, strategy creating process, which he calls the Strategy Foundry. It is an intense challenge-based discussion to get to the crux that will form the basis of the strategy. It is not goal setting or budgeting. [Quoting Rumelt] “By starting with the challenge, the group becomes responsible for designing a response rather than choosing among plans already advanced by members or others, or just filling in the blanks for a longer-term budget.””

Roger Trapp in Forbes: “[U]sing a variety of examples, ranging from Elon Musk’s SpaceX, through Google and Salesforce to Marvel and Netflix, [Rumelt] suggests that the key to setting an effective strategy is to identify a problem and come up with a way of solving it. Saying things like “we are always increasing sales and cutting costs” or “our company is going to beat all the other paint companies because we are customer focused” do not wash with him. “To have someone believe you and trust in your strategy, there has to be a logic and argument, and some evidence, as to how you are dealing with the challenges you face,” he writes.” … It is a wide-ranging book that takes in failings of military strategy in various conflicts as well as a host of corporate successes and setbacks. Although there are practical elements, including a section at the end designed to show how a group of employees might come together to help create a strategy, Rumelt really seems set on challenging assumptions about strategy.”

Thinks 559

Raghuram Rajan and Rohit Lamba: “Economic strength is not just nice to have in the current global environment, it may be existential in some ways. The stronger our economy, the more we will be able to spend on protecting ourselves, the more countries will attempt to seek our favour. Economic growth will also be the means by which our soft power and values can be projected on a global scale…A single-minded focus on the economy will enhance not just our growth but also our security. It will also take us away from more divisive, dangerous and ultimately self-destructive pursuits. That itself is a worthwhile outcome.”

Albert Wenger: “…Permissionless data was a crucial missing piece – its absence resulted in a vast power concentration. As such Web3 can, if properly developed and with the right kind of regulation, provide a meaningful shift in power back to individuals and communities. And if widely adopted Web3/crypto technology will also start to improve along other dimensions. It will become faster and more efficient. It will become easier and safer to use. And much like the PC was a platform for innovation that never happened on mainframes or mini computers, Web3 will be a platform for innovation that would never come from Facebook, Amazon, Google, etc.”

FT: “Why do some countries remain poor while others stumble on a path to growth and development? This has been the subject of much academic study and many popular books. Jeffrey Sachs’ The End of Poverty emphasises the role of aid to deliver a “big push”, while Why Nations Fail by Daron Acemoglu and James Robinson sees a country’s institutions as a critical determinant of success or failure. Stefan Dercon, a Belgian-British economist at Oxford university and an international development practitioner, is the latest to try to crack the mystery. The result is an important book, Gambling on Development, both scholarly and grounded in experience. It may come as close as any to answering this critical question. Its thesis is brutally simple. “The defining feature of a development bargain is a commitment by those with the power to shape politics, the economy and society, to striving for growth and development,” writes Dercon. Growth happens, in other words, when elites try to bring it about. To do so, they must gamble on increasing the size of the economic pie rather than carving up the one that already exists. This is risky. Their gamble may fail and they may be blamed. Or it may succeed and they may be pushed from power by new entrants.”

Hotline: The Crux of the Brand-Customer Relationship (Part 6)

The Crux – 1

Richard Rumelt’s “The Crux” has a core idea that he builds on: the leader’s most important responsibility is to fund the crux of the challenge and solve it. In that sense, strategy is not about wish lists or numerical targets, but about problem-solving – pinpointing the most important issue and then crafting a solution, much as a mountaineer finds and gets past the “crux” to climb higher. (The book’s introduction has a fascinating explanation about the “crux”.)

Rumelt writes in the book’s introduction:

… [T]he term crux … denote[s] the outcome of a three-part strategic skill. The first part is judgment about which issues are truly important and which are secondary. The second part is judgment about the difficulties of dealing with these issues. And the third part is the ability to focus, to avoid spreading resources too thinly, not trying to do everything at once. The combination of these three parts lead to a focus on the crux—the most important part of a set of challenges that is addressable, having a good chance of being solved by coherent action.

As with climbers, every person, every company, every agency faces both opportunities and obstacles to their progress. Yes, we all need motivation, ambition, and strength. But, by themselves, they are not enough. To deal with a set of challenges, there is power in locating your crux—where you can gain the most by designing, discovering, or finding a way to move through and past it.

Rumelt adds: “A strategy is a mixture of policy and action designed to surmount a high-stakes challenge. It is not a goal or wished-for end state. It is a form of problem solving, and you cannot solve a problem you do not understand or comprehend. Thus, challenge-based strategy begins with a broad description of the challenges—problems and opportunities—facing the organization. They may be competitive, legal, due to changing social norms, or issues with the organization itself. As understanding deepens, the strategist seeks the crux—the one challenge that both is critical and appears to be solvable. This narrowing down is the source of much of the strategist’s power, as focus remains the cornerstone of strategy … [The] process of diagnosing the challenge and then creating a response is the best theory we have for strategy creation. You analyze the challenge and your resources, and you try to think of ways to surmount the challenge and realize some of your ambitions. A myriad of tools exist to help you analyze the challenge. And there are ways of stimulating and helping you think of a response—analogies to other situations, altering the point of view, doing again what worked last time, and so on. But these are only stimuli. You don’t “pick” a strategy; you create it. Then you do your very best to choose among the alternatives you have created. Finally, you need to translate the idea into specific and coherent actions.”