Marketing Hypotheses: 5 Methods for Finding and Testing Ideas

Contents:

• Hypothesis: Definition and Importance of Testing
• How to Properly Evaluate Hypotheses and Identify Key Directions
• MegaFon and Dota: Successful Strategies in Esports

Hypothesis: Definition and the Importance of Testing

In a rapidly changing market, marketers must stay one step ahead with up-to-date information on trends, competition, and technology. Hypothesis testing is becoming a key tool for making informed decisions and optimizing their strategies. Effective use of hypotheses helps avoid unnecessary costs and improve the effectiveness of marketing campaigns, which is especially important in a highly competitive environment.

A hypothesis is an educated guess about business, sales, or consumer preferences. It can be tested through research and data analysis, yielding valuable insights for optimizing business processes and increasing sales efficiency. Formulating a hypothesis is an essential step in making informed decisions based on evidence and market trends.

Let's consider the fitness services market using one popular marketplace as an example. This service effectively connects clients seeking exercise with professional trainers and fitness clubs. The platform offers a user-friendly interface for searching and selecting trainers and also offers a variety of fitness programs, making exercise more accessible to a wider audience. This model makes it easier for clients to find suitable options, while coaches and clubs can attract new clients and expand their audience.

A company marketer conducted customer journey research at a competitor, posing as their customer. During the analysis, he identified a vulnerability: clients were able to book services directly from coaches, bypassing the platform. This called into question the marketplace's role as an intermediary in the service delivery process. The identified shortcomings could significantly impact the competitiveness and structure of the business, so the company needs to take measures to strengthen its market position.

To improve the situation, the marketer revised the training attendance confirmation process. Instead of automatic verification via QR code, as part of a pilot project with two clubs, coaches began confirming attendance manually. This change will allow for more accurate tracking of participant attendance and collect feedback for further service improvement.

The new approach, although leading to an increase in "return" and "satisfaction" metrics, caused a sharp decline in training registrations. Trainers didn't want to waste time on manual verification and stopped inviting new clients. As a result, the hypothesis was deemed unsuccessful, and the company began searching for alternative validation methods that could improve engagement and increase new registrations. Analyzing existing processes and implementing automated solutions became priorities for improvement.

The modern business environment requires hypothesis testing at all stages of development, from idea generation to scaling and entering new markets. This practice helps effectively solve key marketing tasks, including market research, creating a value proposition, and developing successful PR strategies. Hypothesis testing helps minimize risks and optimize business processes, ensuring adequate responses to changing customer needs and market conditions.

The CustDev methodology uses HADI cycles, which consist of several key stages. These stages help research customer needs and improve the product based on the data obtained. HADI cycles include hypothesis generation, data analysis, results interpretation, and decision making, enabling teams to effectively adapt to market demands and maximize user satisfaction. Using HADI cycles at CustDev fosters a deeper understanding of the target audience and helps optimize product decisions.

• Formulate a hypothesis;
• Test the hypothesis;
• Collect data;
• Analyze the results;
• Return to the first stage for new hypotheses.

Hypothesis testing cycles ensure an ongoing process that is key to business success. This approach enables rapid adaptation to market changes, identification of customer needs, and optimization of business models. Continuous hypothesis testing contributes to effective decision-making and increased company competitiveness.

A marketer who fails to test hypotheses jeopardizes product development and provides management with data based on unconfirmed assumptions. This can lead to erroneous decisions that ignore current market conditions. Hypothesis testing allows you to obtain objective results and tailor your strategy to audience needs, which ultimately contributes to successful product promotion. Ignoring this important step can slow down the decision-making process and reduce the effectiveness of marketing campaigns.

How to Properly Evaluate Hypotheses and Identify Key Directions

Hypotheses in business are not developed for all clients simultaneously, but mainly for specific market segments or individual representatives. An important aspect is the presence of constructive doubts and the identification of application points that can contribute to improving the customer experience. Effective hypothesis targeting allows you to more accurately tailor customer interaction strategies and increase their satisfaction. At the same time, it is important to consider the needs and preferences of the target audience so that the proposed solutions truly meet their expectations.

To effectively identify hypotheses, it is necessary to analyze the customer journey of both your company and your competitors. An important aspect of this analysis is the assessment of the market type and sales channels. In this context, the Customer Journey Map tool is an indispensable assistant, allowing you to visualize customer interactions with your brand and identify key points requiring optimization. Using this tool helps us better understand customer needs and improve competitiveness in the market.

At this stage, we can formulate key theses, which we will then test through interviews and experiments. It is important to understand that a properly formulated hypothesis should include the following elements: a clear definition of the problem, the target audience, as well as the expected results and methods for achieving them. This will allow us to more effectively research and test our ideas, as well as gain valuable insights for the further development of the project.

• A statement about the user, product, market, or business functions, or a combination thereof.
• Points or schemes for possible improvements, for example, "faster," "cheaper," "higher quality."

A systematic approach to hypothesis formation includes a variety of methods for prioritizing ideas. These methods allow us to effectively evaluate project tasks and develop a consistent plan for bringing the product to market. Proper prioritization of ideas helps optimize resources, reduce development time, and increase the likelihood of a successful product launch, which ultimately impacts its competitiveness. Using these methods helps teams focus on the most significant aspects of the project and achieve better results.

In this article, we will examine several popular prioritization models that are widely used in various fields. These models help organize tasks and resources, enabling the effective achievement of goals. Using prioritization methods can significantly increase productivity and optimize work processes. It is important to choose the appropriate model based on the specifics of your project or team to achieve maximum impact.

The ICE method allows you to evaluate each feature or initiative based on three key parameters. This approach helps systematize the decision-making process and select the most promising ideas for implementation. The main parameters of the ICE method include Impact, Confidence, and Ease. Evaluation by these criteria allows teams to focus on those initiatives that have the greatest potential for success and minimal implementation risks. Using the ICE method promotes more effective project management and resource optimization during the development of new features.

• Impact — how much this feature can change the target metric;
• Confidence — how confident are we in achieving the result;
• Effort — how easy is it to implement this initiative.

The extended version of RICE introduces the Reach parameter, which determines the number of users or clients who will be affected by a given change. This parameter allows for a more accurate assessment of the potential impact of changes and helps prioritize tasks based on their impact on the target audience. Estimating reach is an important aspect that contributes to effective project management and informed decision-making.

Each indicator is given a score, after which the results are multiplied. Hypotheses with the highest scores become a priority for implementation. This allows for the efficient allocation of resources and focus on the most promising areas. This approach helps optimize processes and improve the quality of decisions.

The ICE and RICE methods are effective tools for introducing a new product to an existing market. If you're planning to launch a new customer service channel and want to test hypotheses about customer service preferences, these methods will be especially useful. They will help you evaluate ideas, set priorities, and optimize resources, which will ultimately lead to a more successful launch and improved service quality.

The 2x2 matrix method is an effective tool for decision-making and prioritization. This approach is actively used by startups for product development and business model evaluation. Using the 2x2 matrix allows you to visualize key aspects, simplifying the analysis and optimization process. Thanks to this, startups can more accurately define strategies and improve their market offerings, which ultimately leads to increased competitiveness and business success.

Lean Prioritization is ideal for entering new markets. This method helps effectively plan steps aimed at identifying the problems and needs of different customer groups. Using Lean Prioritization, companies can focus on the most significant aspects, allowing them to quickly adapt to market demands and ensure a more targeted approach to product and service development.

The Kano Method analyzes consumers' emotional reactions to various product features. This approach helps identify which aspects of a product or service are most important to customers, which in turn leads to improved quality and increased customer satisfaction. Using the Kano Method helps companies more effectively tailor their offerings to market needs, a key factor for successful competition.

The matrix is ​​an analysis tool that displays two key axes on a graph: "functionality" and "satisfaction." Depending on the position of product features on these axes, they are classified into five categories. This methodology helps determine which product features are most effective and sought after by users, as well as identify areas for improvement. Using a matrix, you can optimize functionality and increase customer satisfaction, which in turn contributes to the growth of the product's competitiveness.

• Essential: without them, the product cannot function, such as a car steering wheel.
• One-dimensional: the level of satisfaction directly depends on functionality, such as processor performance.
• Attractive: not required, but add value, such as free shipping.
• Uniform: do not affect user satisfaction.
• Undesirable: their development can negatively affect satisfaction, such as complex program functions.

Prioritization methods are widely used not only for evaluating hypotheses, but also for forming a product development strategy as a whole. Their relevance in project management is due to the ability to effectively set priorities, which helps optimize processes and improve results. Proper prioritization allows you to focus resources on the most important tasks, which ultimately leads to the successful implementation of projects and the achievement of company goals.

The choice of an appropriate assessment method depends on the nature of the data and the objectives of the study. If expert judgment is required, it is advisable to use qualitative methods that allow for a deeper understanding of the context and nuances. In situations where a large amount of quantitative data is available, quantitative methods, such as web analytics or online surveys, are more effective. These approaches will help obtain clear and measurable results, which is especially important for analysis and informed decision-making.

Creating your own method or adapting an existing one can significantly improve task backlog management and assessing the importance of technical project components. Large banks, for example, develop customized methods based on internal risk assessment models. This allows them to more effectively manage projects and minimize potential threats. Using adapted assessment methods will not only increase productivity but also optimize development processes.

In practice, the implementation of this approach involves evaluating the bank's hypotheses using two main groups of indicators. The first group includes key financial indicators that reflect revenue from implementing the hypothesis. The second group is related to the amount of labor required to develop and implement these hypotheses. It is also important to consider the risks associated with possible disruption to existing business processes, as they can negatively impact the overall efficiency and stability of the bank. This integrated approach allows for more accurate forecasting of results and optimization of the decision-making process.

MegaFon and Dota: Successful Strategies in Esports

Let's consider successful examples of large Russian companies' involvement in esports. Several years ago, MegaFon took a step into this unique and complex field. The esports audience is generally closed to newcomers, and without experience in gaming culture, it is difficult to become part of their ranks. However, the right approach and understanding of gamers' interests can help win the trust of this specific audience. It's important to remember that successful integration into esports requires not only financial investment but also a deep understanding of the market, which in turn opens up new business opportunities.

MegaFon's strategy was reminiscent of RedBull's approach, based on the principle of integration and building trust when entering new markets. As part of this strategy, the telecom operator began collaborating with ESforce, one of the largest esports organizations in Russia. This partnership led to broad integration spanning the entire ESforce esports ecosystem. This collaboration allowed MegaFon to strengthen its position in esports and attract new audiences, an important step in brand development amid the growing popularity of esports.

This collaboration involved the involvement of well-known bloggers and popular esports figures. An online studio was also created to broadcast matches on social media, which helped attract attention to the event. Furthermore, MegaFon's own esports tournament was organized. As a result, multi-channel sponsorship ensured coverage of more than 70% of the target audience, which confirmed the effectiveness of the chosen strategy.

An Ipsos Comcon study has shown that MegaFon is the leader among telecom operators in the esports industry. MegaFon boasts a significant lead over its closest competitor, with a 24% awareness rate, while its rival only has 5%. This demonstrates the company's strong position in the esports market and its successful marketing strategies.

Not all Yandex projects have been successful. Among them, the Anti-Virus project, developed in collaboration with Kaspersky Lab, stands out. Despite promising features such as a six-month free trial and special offers for payments via Yandex.Money, the project failed to meet expectations and was shut down. The main reason for this was the misalignment of the target audience hypothesis with the actual needs of users.

Interesting fact: sometimes hypotheses that initially seem unlikely ultimately lead to success. A prime example of this is Netflix, which faced a serious problem when major studios such as Disney and NBC restricted access to their popular films due to copyright issues. This situation became an impetus for Netflix, which began actively developing its own content and implementing innovative approaches to streaming services. As a result, the company not only overcame the difficulties but also took a leading position in the entertainment content market.

In response to these challenges, Netflix adapted its strategy, actively investing in the creation of original content. In 2019, the company invested $15 billion, with more than 80% of that amount going toward producing unique series and films. This decision allowed Netflix to strengthen its position in the streaming video market and attract new audiences, becoming a leader in the entertainment content industry.

At the beginning of Netflix's strategy shift, the company faced a backlash from audiences and declining subscriber numbers. In July 2019, Netflix reported its lowest quarterly subscriber growth in its history, causing its shares to fall 11%. These events were significant for the company, highlighting the importance of adapting to viewer demands and the need to optimize its business model.

Despite the negative forecasts, Netflix was able to find a solution by offering free access to the first episodes of its original series. This move attracted new viewers and contributed to an increase in subscriptions. Thanks to this approach, the platform was able to retain audience interest and increase its competitiveness in the streaming market.

Netflix shares reached $650 today, double the forecast of Forbes analysts. Investments in original content have paid off: the original series The Queen's Gambit garnered 62 million views in its first two months, while The Squid Game set a record by reaching 111 million views in just 27 days. These achievements highlight the company's successful strategy in developing unique and engaging content for viewers, which contributes to share growth and a stronger position in the streaming services market.

• Without testing hypotheses, a marketer's conclusions will remain just assumptions.
• Hypotheses must be tested at all stages of business or product development.
• Customer journey analysis can help you find ideas for both your company and your competitors.
• Prioritize hypotheses and test them one by one.
• Use ICE Score, Lean Prioritization, or the Kano Matrix to evaluate ideas.
• If you have a large amount of data, use quantitative methods.
• Even market leaders have a long list of failed hypotheses.

Learn the details of hypothesis testing and the product development process with Skillbox Media. We provide up-to-date knowledge and tools to help you effectively develop your ideas and achievements. Join us and learn how to properly test hypotheses for successful product creation.

• How to test marketing hypotheses using contextual advertising: a complete guide.
• Introduction to Customer Development.
• Osterwalder's Business Model Canvas method: building business models using the example of Uber and Netflix.
• How to develop a product in digital form - an interview with Denis Marfutin, Director of Operational Marketing at Perekrestok Vprok.