среда, 15 ноября 2023 г.

55 Business Model Patterns. #21. Hidden Revenue

 


The logic that the user is responsible for the income of the business is abandoned. Instead, the main source of revenue comes from a third party, which cross-finances whatever free or low-priced offering attracts the users. A very common case of this model is financing through advertisement, where attracted customers are of value to the advertisers who fund the offering. This concept facilitates the idea of 'separation between revenue and customer'.




How they do it: Mozilla doesn’t charge its users for the download or use of the software. However by using the software, Mozilla gets access to the users data and searches, which the company can then market to search engine operators and other advertisers.

Top Industries

Below, the top industries for the pattern "Hidden Revenue" are displayed, in order to get insights into how this pattern is applied across different industries. We've collected data from 5 firms using this pattern.

Pattern Co-Occurrence

Below, the pattern "Hidden Revenue" is analyzed based on co-occurrence, in order to get insights into how this business model pattern is applied in combination with other patterns within the firms we studied.


What Is A Hidden Revenue Business Model? Google’s Business Model Explained




hidden revenue business model is a pattern for revenue generation that keeps users out of the equation, so they don’t pay for the service or product offered. For instance, Google’s users don’t pay for the search engine. Instead, the revenue streams come from advertising money spent by businesses bidding on keywords.



Google’s Win-Win-Win Value Proposition

Let’s see in more detail how Google managed to create a business model which generates more than two hundred billion dollars in revenues.

In fact, to unlock so much financial value, a proper business model has to have an appealing value proposition for several key stakeholders.

As of 2022, over $224 billion, which consisted of about 80% of Google’s revenues, came from advertising networks.

How did Google manage to be so financially successful and sustainable over time? The answer lies in a compelling value proposition for three key players.

Google is the most powerful search engine in the world. However, it was not the first. In fact, when it appeared on the scene in the late 90s, it was one of the latest search engines.

However, thanks to a powerful algorithm called PageRank, it soon took off. Initially, it was not clear how the search engine was supposed to make money. One thing was clear for its founders though: it was supposed to be free for its users.

In fact, the billions of people that use Google each day are what makes the search engine better and better.

In fact, Google uses that data to tweak its search algorithm to make it able to read, interpret, understand, and process users’ queries.

But if users aren’t paying, who’s paying for it?

Businesses: I get more sales through targeted Ads

Google uses an advertising business model, where companies take part in an ad network called AdWords.

In short, they can bid on keywords (such as “car insurance”) to sell their products and services.

This model works quite well as it allows those businesses to track the results of their ad, offer their ads to interested users (in fact, through tracking, Google can understand what users might want), and pay based on what users click through.

This compelling value proposition made Google’s profits grow quite fast. However, there is another critical piece of the puzzle: publishers.

Publishers: Easily monetize my content

Each day millions of new articles are written on the web.

But why do so many publishers hit the publish button? Of course, it has never been so easy to provide information.

In fact, today, thanks to the internet, anyone can become a publisher.

However, as Google’s powerful algorithm can index the whole visible web, it also becomes harder for publishers to be featured through it.

Thus, it makes sense for small and large publishers to compete and create “content factories.”

In fact, the more content they create, the more chances they get to be featured on Google. But what for?

A significant payoff for publishers to be featured by Google is, of course, visibility.

In fact, many publishers monetize mainly through traffic. Second, and most importantly: money!

Indeed, those same publishers can “rent” part of their web page space to Google to place banners from businesses part of the AdWords network. When users browse the pages with banners or click through them, those publishers can finally monetize their content. (this is called AdSense)

The overall Google’s business model ability to generate value is summarised below


Alphabet generated over $282B from Google search and others, $32.78 billion from the Network members (Adsense and AdMob), $29.2 billion from YouTube Ads, $26.28B from the Cloud, and $29 billion from other sources (Google Play, Hardware devices, and other services).

That is how Google, through its hidden revenue business model was able to become a tech giant.

The business model worked so well that it made Google so big and powerful, and over time, some concerns have grown.

Google’s business model? Not without a flaw

An advertising model based on hidden revenue generation might carry some flaws. In Google’s specific case, below are some of the flaws.

Asymmetry toward users: You give me data, and I make money

That is true that users don’t pay, but in the process, they do offer Google valuable data. Some argue whether that data should be given back to the same users in some ways

Biased content: Is content that targets keywords really relevant?

Publishers are incentivized to produce content that might not always be the best form of information.

In fact, although Google’s original mission was to organize the world’s information, its business model became so effective to influence it eventually. In fact, today, many publishers follow SEO guidelines to make sure to comply with the way Google’s algorithm works.

We can then argue whether Google’s algorithm gives back the best content or the content that best fits its guidelines.

That is not an easy answer to that, and of course, in most cases, I believe Google does an incredible job.

The web as a giant billboard: Is this indeed the web we want?

When Google finally opted to adopt an advertising business model the web suddenly became a giant billboard.

Many argue whether or not that is the way the internet was supposed to be. It’s interesting to see the point some internet visionaries expressed on Wired when they said: “the internet is broken.

Privacy concerns: Do you really have to track me?

As users become more and more aware of the data that Google collects from them, it raises questions about whether or not it makes sense for them to keep using it.

In fact, other search engines more focused on privacy are growing their user base. That raises an important question.

Is Google’s business model the only possible for search?

Any company, sooner or later, will be disrupted.

At times the paradox is that innovation comes from going back to the past. In fact, alternatives like DuckDuckGo (a search engine that doesn’t track its users) argue whether a search engine has to track its users.

In fact, search engines like DuckDuckGo get a growing piece of the search pie by focusing on those concerns. Indeed, its founder, Gabriel Weinberg, argues that a search engine can make money without tracking its users.

That means as users become more sophisticated, privacy becomes a new value proposition as powerful as monetization. That, of course, would undermine the basis of a hidden revenue model built on users’ data

However, the real threat today is coming from new tools like ChatGPT. 


ChatGPT leverages GPT-3.5 as the underlying model, while it uses an additional layer, a model called InstructGPT, which has become a standard within the OpenAI large language models. InstructGPT optimizes conversational abilities and improves on top of the existing GPT models.
With the rise of AI conversational interfaces, led by OpenAI, search is getting disrupted. 


OpenAI has built the foundational layer of the AI industry. With large generative models like GPT-3 and DALL-E, OpenAI offers API access to businesses that want to develop applications on top of its foundational models while being able to plug these models into their products and customize these models with proprietary data and additional AI features. On the other hand, OpenAI also released ChatGPT, developing around a freemium model. Microsoft also commercializes opener products through its commercial partnership
And its partnership with Microsoft, things are moving quite fast.


OpenAI and Microsoft partnered up from a commercial standpoint. The history of the partnership started in 2016 and consolidated in 2019, with Microsoft investing a billion dollars into the partnership. It’s now taking a leap forward, with Microsoft in talks to put $10 billion into this partnership. Microsoft, through OpenAI, is developing its Azure AI Supercomputer while enhancing its Azure Enterprise Platform and integrating OpenAI’s models into its business and consumer products (GitHub, Office, Bing).

Key takeaways

  • A hidden revenue generation business model keeps users out of the equation while it lets other parties finance – in part or entirely – the product or service offered.
  • This kind of model works if the value proposition is appealing to several stakeholders. For instance, Google has created a sustainable business model based on hidden revenue generation by creating a compelling value proposition for businesses and publishers. The former can bid on keywords and generate sales through targeted ads. The latter can effectively monetize their content.
  • Google’s hidden revenue business model has become so powerful that, of course, it has shown some flaws. The paradox is that what a few years back was an innovative model that is now creating opportunities for competitors to come up with alternative value propositions. Thus, monetization was a strong motivator over privacy just a few years ago. Now, privacy is becoming more and more important. That leaves space for new players!
  • The strongest disruptive forces for Google come from AI conversational interfaces led by OpenAI.

Key Highlights

  • Hidden Revenue Model:
    • The business model does not rely on direct payment from users for products or services.
    • Instead, revenue is generated from other sources, such as advertisers or business partners.
  • Google’s Value Proposition:
    • Google provides a powerful search engine that is free for users to access.
    • The majority of Google’s revenue (over $224 billion as of 2022) comes from its advertising networks, known as AdWords.
    • Advertisers bid on keywords to display targeted ads, leading to increased sales for businesses.
  • Flaws and Concerns:
    • Users provide valuable data to Google without direct compensation, leading to an asymmetry in value exchange.
    • Publishers may prioritize content creation to cater to ad targeting rather than providing the most relevant and high-quality information.
    • The prevalence of ads has transformed the web into a vast advertising platform, raising questions about the original intent of the internet.
  • Challenges from AI Conversational Interfaces:
    • The emergence of AI conversational interfaces, exemplified by ChatGPT, is disrupting traditional search methods.
    • Privacy-focused search engines like DuckDuckGo are gaining popularity as users become more conscious of data tracking.
    • The demand for alternative search models based on privacy and user empowerment is creating opportunities for competitors to innovate.
ElementDescription
Value PropositionHidden Revenue Business Models, such as Google’s, offer the following value propositions for their users: – Free Access: Providing valuable services or products for free, attracting a large user base. – Quality and Convenience: Offering high-quality products or services that meet users’ needs. – Innovation: Continuously introducing new features and improvements. – Monetization Flexibility: Providing users with the option to pay for enhanced features or an ad-free experience. – Data Privacy: Ensuring data privacy and security to build trust. – Global Reach: Offering services on a global scale.
Core Products/ServicesCore products and services provided by Hidden Revenue Business Models include: – Free Basic Services: Offering essential services or products to users at no cost. – Advertising: Generating revenue through targeted advertising based on user data. – Freemium Tiers: Offering premium or enhanced features for a subscription fee. – Data Collection: Collecting user data to improve services and target ads effectively. – Analytics and Insights: Providing data analytics and insights to businesses as a paid service. – Ecosystem Expansion: Expanding the product or service ecosystem to retain and engage users.
Customer SegmentsHidden Revenue Business Models target various customer segments: – Casual Users: Individuals who use the free basic services casually. – Businesses: Companies looking to advertise and access data insights. – Premium Users: Customers willing to pay for enhanced features or an ad-free experience. – Data Partners: Organizations interested in purchasing user data for analysis. – Developers: Third-party developers and app creators using the platform’s tools. – Global Audience: Users from diverse geographic locations.
Revenue StreamsHidden Revenue Business Models generate revenue through several revenue streams: – Advertising: Earnings from displaying targeted ads to users. – Freemium Subscriptions: Revenue from users who subscribe to premium features or ad-free experiences. – Data Monetization: Selling user data to businesses for marketing and analysis. – API Access Fees: Charging developers or businesses for access to the platform’s APIs and tools. – Paid Analytics Services: Offering data analytics and insights as a paid service. – Partnerships: Collaborating with businesses for joint ventures and revenue-sharing opportunities.
Distribution StrategyThe distribution strategy for Hidden Revenue Business Models includes global reach and user engagement: – Global Availability: Offering services or products worldwide to reach a broad audience. – User Engagement: Encouraging user engagement and retention through regular updates and improvements. – App Stores: Distributing mobile apps through app stores for easy access. – Online Advertising: Leveraging online advertising to attract and retain users. – Data Analytics Tools: Providing businesses with tools for data analysis and insights. – Developer Ecosystem: Supporting third-party developers to create apps and services within the ecosystem. – Security Measures: Ensuring robust data privacy and security measures to build trust with users.

Related To Google

Google Business Model

Google is an attention merchant that – in 2022 – generated over $224 billion (almost 80% of revenues) from ads (Google Search, YouTube Ads, and Network sites), followed by Google Play, Pixel phones, YouTube Premium (a $29 billion segment), and Google Cloud ($26.2 billion)

Google Other Bets


Of Google’s (Alphabet) over $282 billion revenue for 2022, Google also generated over a billion dollars from a group of startup bets, which Google considers potential moonshots (companies that might open up new industries). Those Google’s bets also generated a loss for the company of over $6 billion in the same year. In short, Google is using the money generated by search and betting it on other innovative industries. Of Google’s (Alphabet) over $282 billion revenue for 2022, Google also generated over a billion dollars from a group of startup bets, which Google considers potential moonshots (companies that might open up new industries). Those Google’s bets also generated a loss for the company of over $6 billion in the same year. In short, Google is using the money generated by search and betting it on other innovative industries.


Google is an attention merchant that – in 2022 – generated $224 billion (almost 80% of its total revenues) from ads (Google Search, YouTube Ads, and Network sites), followed by Google Play, Pixel phones, YouTube Premium (a $29 billion segment), and Google Cloud ($26.3 billion).



The traffic acquisition cost represents the expenses incurred by an internet company, like Google, to gain qualified traffic – on its pages – for monetization. Over the years, Google has been able to reduce its traffic acquisition costs and, in any case, to keep it stable. In 2022 Google spent 21.75% of its total advertising revenues (over $48 billion) to guarantee its traffic on several desktop and mobile devices across the web



Alphabet generated over $282B from Google search and others, $32.78 billion from the Network members (Adsense and AdMob), $29.2 billion from YouTube Ads, $26.28B from the Cloud, and $29 billion from other sources (Google Play, Hardware devices, and other services).
YouTube was acquired for almost $1.7 billion in 2006 by Google. It makes money through advertising and subscription revenues. YouTube advertising network is part of Google Ads, and it reported more than $29B in revenues by 2022. YouTube also makes money with its paid memberships and premium content



Google Profits


In 2022, Google generated over $282 billion in revenues, of which over $162 billion from Google Search, over $29 billion from YouTube Ads, and almost $33 billion from Network Members’ properties. In addition, Google generated over $29 billion in other revenue, over $26 billion from Google Cloud, and over a billion dollars from other bets.


YouTube, by 2022, generated over $29 billion in advertising revenues.


https://fourweekmba.com/

вторник, 14 ноября 2023 г.

A/B Testing

 



A/B testing is a research methodology in which, as a rule, two variants are compared (variant A and variant B, which gave the name to this test), and finally choose the best version for a given period of time. Variant A is the basic, source element, variant B is the element that has been modified.

For the convenience of conducting A/B testing, the following stages can be distinguished:


Plan

At this stage, it is necessary to perform a preliminary analysis of the situation in which you are now, to identify problem areas that need to be tested. Then, based on the data obtained, draw up an action plan, where the final goals of the study will be indicated, which will help to objectively evaluate the results in the future.

Variants

When the plan is agreed upon and you have a clear picture of what is happening, you need to create variants. Based on the main version that you have chosen for the experiment, you make a version with changes that, in your opinion, should improve the results.

Test

After the variants are ready, it’s time to test them. The time and duration of the test must be precisely determined. It is worth noting that one version can work in one period of time, and the other – in another, so it is also important to take this into account.

Analysis

Once your test is completed, analyze the test results. Determine the winning option. If the test remains unsuccessful, extract conclusions from it and apply them in your subsequent tests.

A/B testing is a universal tool that can be used in various fields of activity. As for marketing, let’s look at the most popular areas such as e-mail marketing and website optimization.

A/B Testing in E-mail Marketing

Engaged in e-mail marketing, every marketer strives to increase such indicators as open rate, click-through rateconversion rate. The goal is not to send the largest number of emails, but to make these emails work. They should attract attention, arouse the desire to open them, and also bring profit, that is, conversion. To achieve all this, marketers need to constantly analyze the newsletter and test various options.

When you receive an email, you usually see three elements: sender, subject line, and preview text. At this stage, the marketer’s goal is to draw attention to his letter, since often the recipient simply ignores such letters due to a large flow of information. Therefore, already here you can experiment with different options using A/B testing.

If your open rate scores are low or falling, try other subject lines or preview text options. The same recommendations apply directly to the letter itself. As a rule, a standard e-mail consists of the following elements: header, body, CTA (Call-To-Action), and footer. First of all, you can change any of these elements, and also try to find a new approach to writing a letter, perhaps you will remove some elements or add new ones.

If you see that your changes are not working, move on, come up with new ways and test them using the A/B method.

A/B Testing in Website Optimization

A website is a more complex structure than emails. This means that there are even more opportunities for your creativity. You should pay attention to the two main pages of the site: the home page and the landing page, as well as the following key elements: headlines, design, navigation, forms, and CTA.

Headlines are what attracts the attention of visitors in the first place, so it must be memorable and informative, but not overloaded. Here you can try different fonts and writing styles. When designing a website, you should think about user convenience, not about how you present the picture. External attractiveness is an important part, but not the only one. It is necessary to try a different layout of elements and choose the most effective one.

Make sure that the navigation of your site is easy and accessible, visitors should not wander through the links like a jungle. Analyze how different pages are connected to each other and that the transition between them is not difficult. Each click should direct visitors to the desired page.

Forms are how prospects contact you, so their importance is very difficult to overestimate. Develop different types of forms based on the interests of your audience. As in e-mail marketing, when optimizing a website, it is important to pay attention to CTA. A/B testing allows you to test different versions of CTA, their placement on a web page, their size and color scheme, and so on. This will allow you to increase the conversion rate.

A/B testing can make marketing efforts more effective by pinpointing the most important problem areas that need to be changed and optimized. Currently, many marketing automation software, as a rule, can conduct A/B tests on an ongoing basis, so using this method will not make you spend a lot of effort and time, and the results will help improve your work.

https://www.marketing-psycho.com/

Core Principles of the Integrated Business Framework. 1 All - Round

 


Introducing the Core Principles of the Integrated Business Framework

 

Welcome to our guide on the Core Principles of RoundMap®—your compass to conquering business complexities and propelling sustainable growth. RoundMap®, not just a framework but a holistic ecosystem, fortifies modern organizations with crucial insights and strategies sculpted around its foundational principles.

At the heart of RoundMap® lie eight robust principles: An All-Round Approach, Impact-Consciousness, Value-First Orientation, Human-Centricity, Story-Driven Engagement, Consentric Alignment, Distributive Leadership, and Augmentative Innovations.

Our guide will delve into understanding each of these principles, exploring how they drive the effectiveness of RoundMap® across diverse business contexts. Beyond theoretical knowledge, you’ll gain invaluable insights into how these principles can be put into action, propelling your organization towards achieving sustainable prosperity.

Whether you’re a seasoned leader, a start-up entrepreneur, or an aspiring business professional, gaining insights into these principles will empower you to navigate the intricate corridors of the business landscape with confidence. Prepare to embark on a journey of profound learning that will fundamentally redefine how you perceive and act within the business world.

Unravel the RoundMap® framework, derived from its eight core principles, to illuminate your pathway toward sustained relevance and prosperity. Dig in, and let your journey toward business excellence commence.

1 All - Round

Summary

 

The RoundMap® Advantage: At the heart of RoundMap® lies a transformative approach that unifies all facets of organizational dynamics, ranging from strategy to stakeholder engagement. This comprehensive framework underscores the interconnectedness of organizational components, pushing past departmental barriers and offering a cohesive roadmap to decision-making and value delivery. Applicable to diverse entities — from businesses to nonprofits — RoundMap® serves as a beacon, guiding organizations to convey resonating messages and deliver unparalleled value. 

As the business landscape shifts, marking change as its only constant, growth is no longer linear but cyclical. Traditional business cycles offer insight into these oscillations. However, success hinges on agility and adaptiveness to these patterns, with a keen understanding of value creation and optimization. Cyclical leadership, an approach adaptable to market rhythms, paired with a value-driven ethos, ensures organizations prioritize long-term, multifaceted value. Simultaneously, human-centric design emphasizes the importance of fostering environments promoting innovation, psychological safety, and the holistic involvement of individuals.

Innovative Organization with RoundMap®: The Consentric Distributed Leadership Model (CDLM or Consentricity) championed by RoundMap® revolutionizes traditional structures. It places value creation at its epicenter, surrounded by distinct echelons from inner circle counselors to the constellation of teams in the outer ring. This structure fosters harmonious collaboration, ensuring aligned objectives and consent-driven decision-making. 

RoundMap® doesn’t just stop there; its augmentative prowess integrates deep thought with advanced business intelligence. The 48 Thinking Caps tool offers an exhaustive view of business operations, empowering executives to dissect every aspect of their organization. Coupled with augmented intelligence and generative chat agents, RoundMap® maps out business dynamics meticulously, emerging as an indispensable asset for leaders in a complex business era.

All-encompassing

 

RoundMap® is an all-encompassing framework meticulously designed to integrate every facet of organizational dynamics. Whether addressing strategy, operations, marketing, or stakeholder engagement, RoundMap® offers a holistic view, ensuring that no element is viewed in isolation. It recognizes the interconnectedness of all organizational components and promotes a cohesive approach to decision-making and value delivery. 

By providing a comprehensive roadmap transcending departmental silos and industry-specific challenges, RoundMap® empowers organizations to achieve optimal coherence, drive alignment, and ensure that every action contributes harmoniously to the overarching objectives.

Universally Applicable

 

RoundMap® is a universal framework designed to address a foundational challenge inherent to all types of organizations, commercial entities, educational institutions, government bodies, political parties, or non-profits. Every organization’s core lies in conveying a message that resonates with a target audience, offering them distinct and tangible value. Whether it’s a product, a service, an idea, or a mission, the goal is to establish relevance and create a meaningful impact. RoundMap® is a guiding tool in this endeavor, helping organizations navigate the complexities of value delivery, ensuring that their message reaches and resonates deeply with the intended audience, and fostering engagement, trust, and loyalty.

 

Non-linear Growth

 

In the evolving landscape of business and economics, growth no longer follows a linear trajectory. Rather, the prevailing notion is that change is the new normal, compelling us to understand growth in non-linear terms. Growth has increasingly become cyclical, oscillating through various phases instead of ascending in a straightforward manner. 

Traditional economic business cycles, such as Kitchin, Juglar, Kuznets, Kondratiev, and debt cycles, offer a historical lens through which these non-linear patterns emerge. However, this cyclical nature is not exclusive to macroeconomic trends; it extends to microeconomic elements like product growth and customer growth. These cycles underscore the potential for growth by outlining patterns and seasons, lending a degree of predictability. 

Yet, it’s essential to acknowledge that even with these patterns, growth remains complex, influenced by various internal and external factors. As such, businesses and policymakers must be agile, adaptive, and well-versed in these cycles to navigate the multifaceted terrain of growth.

Cyclical Leadership

 

At its essence, a market participant is driven by the ethos of efficient value creation and optimization, always aiming for the cost of value production to be lower than the value retrieved upon its delivery to the market. However, in the VUCA (Volatility, Uncertainty, Complexity, and Ambiguity) world, organizations might confront scenarios where the expense of realizing value temporarily surpasses its creation. This deviation doesn’t detract from the ultimate goal of profitability but underscores the imperative of adaptability and building resilience for the future. 

Herein lies the significance of cyclical leadership—a leadership style that recognizes the inherent ebb and flow of business cycles, adapting strategies and tactics in response to the changing rhythms of the market. Rather than being linear and fixed in approach, cyclical leaders iterate, pivot, and evolve, ensuring their organization’s long-term viability and competitiveness in perpetually evolving market terrains. This agility and cyclical perspective position organizations to weather challenges and capitalize on emerging opportunities.

https://roundmap.com/