The market research industry in India is thriving, but it is not without its’ own challenges and complexities.

Size of the Market Research industry in India

According to Statista, the size of the market research industry globally is around US$74 billion, with more than half (US$47 billion) coming from within the U.S. At roughly Rs.1500 crore or US$15 billion (2017-18), the Market Research industry in India may be smaller in comparison. Still, it is the fastest-growing market globally, growing by an average of 10 per cent per year, compared to the industry’s global growth of just over 2 per cent in recent years. Most of India’s market research comes from overseas brands.

What makes India a favourable outsourcing destination for Market Research firms?

The overseas demand is mainly due to the enormous cost advantages of conducting market research in India. The processing of data is about 50% cheaper in India than in developed nations. Therefore, the outsourcing business is doubling in value every year.

The rising middle class comprises young people who are very familiar with U.S. brands. India has the second-largest population of English speakers globally, coupled with a relatively stable political backdrop. These factors make India an attractive country for international companies.

India has also developed a pool of trained market research professionals who can provide companies with superior study methodologies, data processing, analysis, and reporting, making India an attractive outsourcing destination. 

What are the high-growth sectors in Market Research in India?

India is evolving into a ‘Service Economy’ with telecom, retail, and financial services as the high-growth market research sectors. Marketing research in India has been focused more on fast-moving consumer goods (FMCG). Besides these, India’s most significant growth area for the market research industry is the media measurement business, followed by the auto, telecom, healthcare sectors, durable goods industries, and the public sector. Market research is mainly focused on customer insights and satisfaction in all industry sectors. 

What are the challenges of conducting Market Research in India?

India faces unique, complex challenges because it can be viewed more as a continent than a country. This is because of many diverse cultures, customs, behaviour, languages, and even regional dialects. 

In India, one size does not fit all. Researchers need to understand the cultural nuances peculiar to different parts of the country when designing surveys and studies and selecting local markets. 

To obtain data for nationwide studies, market research firms in India have to target multiple cities, each with its language and cultural nuances. While Indian market researchers understand and know how to work within the complexities, it becomes challenging to warrant the high costs of conducting national studies to clients. 

On the plus side, this has helped Indian researchers attain higher standards of conducting studies. However, it is also true that it is difficult to attract high-quality research talent in India due to relatively lower salaries. While Indian companies understand the importance of Market Research and use it effectively, they are amongst the most demanding but lowest paying countries for market research.

One of the biggest challenges is the size of the country. In the past, with fewer households having access to phones, it was challenging to conduct market research. In 1997, less than one percent of the population had access to a telephone, and with low literacy rates, telephone and mail surveys were non-existent. However, in recent years, technology has lifted many barriers to market research in India.  

India’s digital journey has been remarkable. The number of internet users grew from 0.62 million in 2010 to 843.06 million in 2021 (the second-largest in the world). Estimates suggest that this figure would reach over 1.5 billion by 2040, and Smartphone usage far surpasses desktop and laptop usage. Today, smartphones are present in 84% of households. (Source: Statista)

These developments are a massive advantage in a country the size of India because the cost savings from using the internet or phone over face-to-face interactions are enormous. The rise in social media usage has also immensely helped the growth of market research in India. 

Face-to-face research was dominant before the pandemic; however, the first wave of COVID-19 pandemic and the lockdown helped speed up digitization, making it easier to use technology and social media for research studies.

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What is the state of market research in Rural India?

Nearly 70% of India’s population lives in rural areas, and the rural market has been growing five times as much as the urban market. However, doing market research in the rural areas of India remains cost-prohibitive due to the size of the country and its hugely diverse population. Additionally, largely rural population groups have not seen the technological breakthroughs and are beyond reach in many ways. 

During the pandemic, there has been an upsurge in digitizing rural India. The government has been pushing the adoption of digital technology in rural areas for many years now, but during the lockdown, it gained momentum. 

During the first pandemic wave, many jobless migrant workers had to go back to their villages from the cities, which triggered a rise in rural digitization. 

Still, market research firms face many challenges when it comes to the evolving, post-pandemic rural population. Furthermore, the complexities of hyper localization in languages, dialects, and traditions are even more pronounced in rural areas than urban centres. 

How did the sudden spike in mobile internet penetration further help the growth of the market research industry in India?

The availability of cheap smartphones in India since 2010 laid the foundation for digital literacy and adoption. Furthermore, the Indian government understood the importance of investments in its telecommunications sector and further deregulated the industry. 

In 2016, Reliance Jio disrupted the Indian telecommunications market by offering cheap 4G, high-speed data plans with free voice calling. This competitive data pricing pushed other telecom providers to drive down their pricing and led to a cumulative growth in affordable mobile internet accessibility amongst the Indian masses. 

What challenges do Indian Market Research companies (in particular) face?

In India, market research firms deal with the most demanding but lowest-paying clients in the industry. This makes it very difficult to attract top talent of market research professionals as the salaries are relatively lower. Industry attrition in Indian market research firms is high at about 30%, and people leave due to low salaries. 

The Future of Market Research In India

The growth of Market Research in India is clearly on the rise and shows no signs of stopping, despite the challenges. The market research industry in India is over three decades old. In recent years, there has been a rapid rise in the number of Indian Market Research firms and the interest of U.S. and European firms in outsourcing market research work to India. Companies in developed nations have 40-60% cost savings when they outsource market research to India. 

Telecommunication disruptions, technological developments, the rising middle class, a young country familiar with International brands, and lower research costs in India have led to growth in the market research industry. 

Market research is critical to building a robust business plan, and while many companies understand this, it is costly and time-consuming to undertake market research. Market research firms are more pressed than ever to deliver accurate insights and solutions to help companies make the right decisions while keeping turnaround times shorter and costs lower. 

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Artificial Intelligence (AI), machine learning, and big data are changing how Market Research is carried out.

Organizations use many traditional market research techniques to learn more about their customers. Traditionally, these include interviews, surveys, focus groups, and market reports, which are costly and time-consuming. The Market Research industry in India now has access to and is adopting new technologies to collect, analyze, and present data faster yet accurately. 

Indian market researchers are using social media, advanced analytics, and data collection. 

New developments like Artificial Intelligence, machine learning, and ‘big data‘ offer a viable solution. This also means expanding the skill set of the researchers so they can effectively employ these market research methodologies for streamlining and automating data collection and analysis. AI can also scan market data in any language, which can be invaluable in a multilingual country like India. 

The rapid rise in the number of Indian Market Research firms and the growing demand from international agencies in outsourcing to India show promising potential for the future growth of Market Research in India.

Although many challenges lay ahead, there will always be a need for high-quality, flexible market researchers. While technology and automation may be invading the market researcher’s territory, you still need people to uncover data and insights. The best market research teams of the future will combine techies and problem solvers, who will use technology to streamline and speed up their studies. A good quality, accurate, fast, and lower-cost research workforce will ensure India’s future growth as a market research provider to the western world. 

With the growing global demand for cost-effective and high-quality market research, the rising trust in Indian researchers, and the value of the Indian market, the future of market research in India looks promising.

Selecting an Indian Market Research Agency 
Kadence India

With many providers to choose from, appointing an agency for your next market research project that understands your unique research needs is crucial. If you are looking to conduct market research, selecting an agency with national expertise is a must. 

At Kadence International, we have offices in 10 countries, including India. Our office in India is recognized as one of the leading market research companies in the country.

With a Head Office in New Delhi, our diverse team has hundreds of years of collective market research expertise and speaks 12 different dialects.

We would welcome the chance to discuss your next market research project. Learn more about our Indian Office here or submit your market research project here.

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In this guide we explain how to do international market research, exploring the key considerations to set you up for success.

Why is conducting international marketing research so important?

Whatever you think of it, globalisation is now a fact of life. For more than half a century, the biggest brands in the world have operated on a truly international scale. But in the past 25 years – the internet era – an ability to service global markets much more easily has made an international footprint even more compelling.

Near-universal penetration of the internet – often via a smartphone, equipped with GPS locators, camera and microphone – has created low-friction access for brands into markets they didn’t even know existed. Global supply chains and logistics make serving overseas markets easier than ever. And although there have been notable blips – in the form of sanctions, national protectionism and policy decisions such as Brexit – the overall trajectory is towards fewer tariff and non-tariff barriers to trade.

All that adds up to international business no longer being the preserve of multi-billion dollar blue-chip names; or even mid-corporate specialists and cool brands. Any company can now expand beyond their local market. International marketing today is a much more open field.

But the Covid-19 pandemic has also reminded us that within that global picture, markets evolve unpredictably. And they have always been subject to rapid change driven by local conditions, culture and consumption patterns.

That’s made multi-market insights even more useful for global brands already operating internationally – and any business planning to grow ‘overseas’ for the first time. Marketing research is important even at ‘home’. But in brand-new target markets with high potential, it’s nothing short of critical.

Finding a balance – with pertinent local insights or the one hand, and global uniformity for brand consistency on the other – can be a huge challenge. Marketing textbooks include plenty of examples of a failure to localise products and services, mistranslations of brand messaging (some of which are urban legends…) and other cultural blunders.

That’s made market research a crucial tool for business looking to foreign markets, both to help generate insights that can be benchmarked across their global consumer base; aggregated to inform global decisions; and ensure international progression isn’t tripped up by nuances that demand locally tailored marketing or even products themselves.

Big world, small questions – How to embark on an international market research project

So what does it take to run an international market research project? One fundamental truth about market research holds true whatever you want to find out: the tighter the brief, the more useful the results.

That’s not to say brands could, or should, never conduct wide-ranging and open-ended research studies to test general attitudes or behaviours on a global scale. But while that kind of ‘scene-setting’ work can be very valuable in one location, country or even cultural context, it can be much harder to come up with firm conclusions when you’re trying to be ‘global’. International market research might start out with the intention of finding global commonalities or appetites, but the data collected will rarely reveal universal insights.

It’s more a question setting out the kinds of insights that might drive operational, product design or branding decisions for different markets. Country specific norms for consumers and logistics will affect the brief. And different nations, cultures and infrastructure will dramatically affect the available research methodologies, too. Again: it’s not impossible to design international research projects that have perfect consistency in methodology – but for many situations, it’s also not necessarily going to deliver the biggest return on investment.

There is significant value in getting inputs from research professionals even before setting the brief. Getting those right at the outset helps the market researchers you work with get a clearer idea of how they might target their investigations and sets expectations about what’s possible – whether you’re looking at a single overseas market, the potential for an entire region or tailoring local research work to evaluate global possibilities for your brand.

International, regional or global? Approaching international market research

That decision – one or two new markets, a region (perhaps opened up thanks to changes in logistics infrastructure) or a global snapshot – probably won’t be defined by the research process itself.

For the biggest brands, global methodologies (which you can learn more about here) such as brand trackers might seem to be universal. But you still need to localise the process to draw broad conclusions. This isn’t simply a question of ensuring that two completely different markets generate results that can be compared at the global level to inform business decisions. National and regional situations are constantly evolving, adding different contexts that research should be able to factor in. Just like running focus groups around a large country, the broad methods might be the same, but the way you ask questions and interpret answers needs finesse.

The biggest global brands – such as Starbuck or McDonald’s – often undertake localisation work on their products and services, too. The Tsukimi Burger is alien to anyone outside Japan, for example. Research conducted to support these market-specific development projects is usually undertaken by local teams. But decision-makers at these companies’ HQs will still expect research supporting those decisions to meet their global standards.

For companies breaking into foreign markets for the first time, similar rules apply. They will have a standard of insight they demand from research; but they will benefit hugely from working with research teams or agencies who understand the local cultures, dialects and the most productive research methodologies.

So right at the inception we need to ask some basic questions:

  • Are we looking to assess products that present uniformly across the globe? (An iPhone is the same everywhere; a chocolate recipe might not be.)
  • How would we tailor products or positioning for a local audience? (Is this just packaging, for example, or tweaks to the features to adapt them to local conditions or cultural norms.)
  • What are the financial implications of these decisions? (Tailoring research to local markets and contextualising the outputs against your global strategic objectives is usually fascinating work. But will it create valuable enough insights to offset the cost of both the research itself and the tailoring?)

Speaking our language

One of the biggest issues for research internationally is translating your project into different languages (we explore that in detail here). That means not just the questionnaires or scripts that you use, but the brief (so local fieldwork teams understand your intent), the responses and insight reports.

In the era of Google translate (and, to a lesser extent, the use of English in many markets) this might not seem so difficult. But the nuances of language can be a major pitfall for brands and for research projects. Remember, even dialects and local idiom can affect both the meaning of a survey response, a focus group transcript or even the focus of a question.

Language and culture across South East Asia is incredibly diverse, so you can’t simply treat it as a homogenous region. Even in India (see our article on breaking the markets there) there are dozens of languages and cultural identities. And in Canada, for example, you need translators who know Quebecois, not just French. Making small mistakes can undermine engagement and trust, and it’s usually a relatively easy thing to get right if you know what to look for.

These language traps are particularly acute for qualitative work assessing softer or more descriptive product features or emotional product branding –especially if there is a very strong global brand identity that needs to be maintained around any local variation.

Working with local teams to ensure the meaning of questionnaires and responses is captured, not just literal translations, helps ensure marketing decision-makers aren’t trapped. Specialist translation services and research teams on the ground but who are in on the initial project brief are hugely valuable.

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Realities on the ground – how cultural nuances can influence your choice of methodology for international market research

There are huge variations in the cultural acceptance of different research methodologies too. In some countries, certain methodologies simply don’t work that well. You might find a survey on WeChat in China works well; but in some markets, you may need to spend more time building rapport with consumers – and allow them a sense of anonymity to build the confidence they need to be open with you. This worked well on a recent project in Saudi Arabia, for example, where we conducted an online community.

Some societies have historically been more open to face-to-face research rather than online approaches (although this is changing as a result of the pandemic), so we often recommend a blended approach to get to comparable levels of insight versus other markets where this might be attainable exclusively through online methodologies.

Even between Germany and the UK the research context varies hugely.  A lot of cultural nuance is rooted in history, too. In eastern Germany, for example, the folk memory of the Stasi is still recent history for many older people – which informs attitudes towards research and certain methodologies. So what you ask, how, where and when will differ in Leipzig compared to Paris or Birmingham, say. (And in much of the US, respondents will typically tell you much more than you need to know!)

And even well-understood quantitative methodologies – that you might think don’t require that linguistic nuance – need to be properly calibrated. For example, point scales vary around the world. In China, people are more open to giving 8s, 9s and 10s; in the UK, these are much rarer. If that’s not factored in it can skew important localisation decisions.

Research projects also need to account for infrastructure and social norms. If you’re investigating the relative strength of a drinks brand, for example, knowing how many people have access to refrigeration at home or whether drinking in the street is frowned upon will be important.

Online – not entirely global

Culture, history, consumption patterns, economics, language and infrastructure aren’t the only variations that need to be taken into account for an international research project. Technology has a potentially huge impact on the types of research you can conduct and how well it works.

The rate of adoption of devices and quality of connectivity in each market is a big factor. In some developing countries, you’ll need to tailor a more light-touch experience, with lower bandwidth requirements for online and mobile methodologies; in others, you can use more data-intensive approaches that are demanding on bandwidth and storage.

The smartphone has flattened out some of the methodological variety between markets, it’s true. Take Indonesia, for example. It was always very much a face-to-face market. But that is changing, as the need to inform faster decision making grows, with research through online panels– like our KOINS panel – taking off.

But there are still very clear cultural differences that mean it’s not simply a question of getting every market to download the same app, for example. Yet again, local knowledge is key – not just of those cultural or technological norms, but also of regulation. Data protection laws vary widely, for example.

Online survey methodologies can also lay traps on language. A couple of years ago, lots of brands were interested in the idea from Scandinavia of ‘hygge’ – a king of super-relaxed personal indulgence. There is also a word in Dutch to imply a notion of ‘coziness’, but it’s a different concept. If that crops up in responses, is it the same thing or not? Automated keyword searching and the surging use of AI analytics might not give you the whole picture.

In short: think global, research local

The smartest headquarters’ marketing teams already understand what needs to be tailored locally and what of their global branding they can apply in existing or new export markets. Knowing you can apply product branding across different markets can mean finding huge economies of scale in creative execution and being able to hook local variation into a wider brand image.

They will also trust either local marketing teams, or research specialists with local knowledge, to adapt both marketing and product sets to the conditions in their target markets. They need to know for each market what’s driving the local nuance and how to marry those with the logistical, economic and branding issues around that market.

And they know that whether it’s the attempt to tests global opinions, the openness of local consumers to existing products and branding or to uncover creative and value-creating local adjustments to products and messaging, there is no substitute for in-the-field expertise of a research partner capable of delivering to brief with the most appropriate methodologies.

The old phrase ‘think global, act local’ might be a tired truism. But when it comes to the way research is conducted to optimise performance in global markets, it’s still the number one rule.

Looking to embark on an international market research project?

Learn more about our international research capabilities, or request a proposal to discuss an international research project with us.

Market research is critical for driving growth. It can inform strategy development, product development and marketing, setting you up for success. But it’s even more important when it comes to growing your business in countries outside of your home market. 

The global market research process looks different from domestic market research and requires a different approach in order to get the best results. In this article, we’ll break down why global market research is so important, the challenges involved, and how to do it as effectively as possible.

What is global market research?

Global market research is an umbrella term for the collection and analysis of information that companies undertake in a country that isn’t their domestic market. This includes designing the study, conducting the fieldwork, analysing the data and reporting the results – and can pertain to anything from customer understanding to product development research. It differs from market research that takes place domestically, with an understanding of cultural differences being crucial to its successful execution. 

Why is global market research important?

Global market research serves a number of important purposes. It helps companies understand their current or potential customers in international markets. These markets — and the people in them — are often radically different from your domestic market in many significant ways.

Failing to understand the often subtle distinctions between different global markets and gain a solid understanding of them before you launch a product can be a critical mistake that costs companies dearly.

Market research is equally important in global markets where you already operate. Here, it helps companies feel out new potential product launches and marketing campaigns, understand how numerous factors in those areas may have changed since they last conducted research, and better understand the feelings of their customers internationally.

Here are some of the main reasons to prioritize global market research:

What works well at home might fall flat abroad. You may have heard of Starbucks. It’s one of the most successful businesses in its home market of the US and is a hit with customers in many other countries across the globe. In many cities around the world, you’ll find a Starbucks almost on every corner.

In Italy, however, its presence is more limited. This is because the Italian coffee culture is profoundly different from what Starbucks offers, and the Italian public simply doesn’t have much of an appetite for the brand. The fact Starbucks has been able to gain a foothold there is an impressive achievement in itself and was only possible by significantly altering its product range — a change driven by extensive market research and collaboration with local businesses. 

It allows you to improve operations and save costs. Market research helps you gain a more thorough and clear understanding of your new markets and the logistical and practical steps involved in operating there.

This allows you to get your operations right the first time, avoiding expensive mistakes and delays and streamlining the process so you can maximize your chances of overall success.

It helps you understand your competition and what you’re getting into. When it comes to new global markets and expanding into different cultures, competition is a huge factor. Market research helps you understand your competition so you can compete effectively and avoid being completely eclipsed by more popular brands.

When Best Buy attempted to move into the Chinese market, it failed miserably, closing all its stores in the country just five years later. Why did this attempt fail so badly? Ultimately, it was due to local competition.

Local, smaller Chinese electronics companies were able to offer similar products at a much lower price by paying staff less and offering fewer benefits. They also had stores in more accessible locations, catering to a more bike-based and less car-based customer population.

Had Best Buy spent more time researching the local market, they may have taken a different approach, or opted not to expand into China at all.
It allows you to identify new opportunities you may not have otherwise considered. By better understanding your market through research, you’ll be able to pinpoint new opportunities to grow, generate ideas for new products and strategies, and innovate in a way that increases your chances of success.

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The challenges of global market research

Doing market research on a global scale can be much more challenging than doing it domestically and there are many more factors and variables to consider. Much of your market research will involve speaking to customers in markets that differ from your home country. This can be difficult for many reasons:

Cultural

Some international markets will be home to a vastly different culture from your domestic market. This can make research difficult. It’s important to respect cultural norms and take these differences into account both when designing your research approach and analysing your results. 

For example, in some cultures, like in China, people might be more inclined to moderate their views in a group setting, making it harder to get to the heart of an issue in a focus group, for instance. Understanding this can help you determine which methodology to choose, along with how to probe, and what to look for when you’re analysing the data.

Linguistic

Carrying out customer surveys, focus groups, in fact, anything involving interviews and questions poses obvious linguistic barriers in foreign markets. This makes global research particularly challenging. You’ll need to be able to connect with respondents and understand their views in the local language. Understanding nuances and ensuring key details aren’t lost in translation is vital, so it pays to work with native speakers to help you navigate these issues. 

Logistical

Finding appropriate facilities to conduct research in a different market can be tough, particularly if you’re working on logistically challenging projects such as central location tests or taste tests, where you also need to factor in transporting products for consumers to test in person. For this, it’s important to plan ahead so you can anticipate problems and delays that might not exist in your home market.

Legal

In many parts of the world, there are laws and regulations in place that you’ll need to consider when designing your research approach. For example, Europe’s GDPR or Singapore’s PDPA.

(More information on the challenges of global market research and how to overcome them can be found in this article).

The right way to do global market research

Learn as much as possible about the regions you’re targeting

Before you start actually speaking to people and conducting market research, it’s essential to gain a thorough understanding of the region you’ll be working in. This helps avoid or mitigate many of the cultural and linguistic challenges mentioned above.

Find out as much as possible about the demographics, laws, culture, language etc of your chosen region. Publicly available resources can help with this. You may be able to access government statistics or reports that can give an illuminating view of the business landscape for companies in your industry in your chosen market and what other firms are doing. This can provide you with a solid base for your research before you even start talking to your target audience.

Design an effective research approach, rooted in your understanding of the market

You need to design a research approach that works in the context of the market. Every region of the world is different, sometimes in quite startling ways, from your domestic market. It’s important to make sure your research is designed in a way that reflects that.

This is important when you’re considering what methodology to use. For instance, you’ll need to ensure that if you’re conducting online research in China, the platform will need to be mobile-first due to the technological leapfrog the country has  experienced. 

(For more information about conducting online research in Asia, read our best practice guide)

It’s also important when thinking about sampling. For example, when conducting research in Vietnam, it’s essential to understand the striking cultural differences between North and South. People in the North tend to favour well-known brands, whereas those in the South are typically more open to new experiences,Make sure you think carefully about who you want to research at the outset, and if you are exploring an entire country, beware that these nuances do exist. 

One of the best ways to really immerse yourself is by working with an agency that has boots on the ground, and offices in the location you want to explore. This allows you to build a research strategy that is adapted to your new market, helping you to obtain valuable insights.

Collect the data and analyse the results, bringing cultural understanding to bear 

Once you’ve designed your approach, you’re ready to embark on the research itself. 

There are multiple methods you can use here, such as:

  • In-person interviews
  • Online surveys
  • Focus groups
  • Online or mobile research 

Each method has its own pros and cons, and the best research strategies will contain a blend of several approaches. Again, cultural understanding is really important here. 

This can impact the way you approach every element of your research. For example, when writing a questionnaire in Japan, it’s important to acknowledge the cultural aversion to giving negative feedback. Here, if you used a typical 5-point Likert scale, responses might tend to end up right in the middle, giving an unhelpful result. Instead, try a 4-point scale to give a clear indication of attitudes or intent. 

The next step is analysis, where again, a deep understanding of the market is critical to be able to properly interpret the results and to compare between countries. In Vietnam, for instance, it’s common for Vietnamese respondents to show high interest levels when asked about their likelihood to purchase a product. But these responses are not always realistic — many Vietnamese people will enthusiastically signal their desire to buy a product even when they don’t have the economic means to realistically do so. It’s important to cross-reference these results with other market data for a more reliable result. 

Remember to account for translation or working with native speakers at this point to ensure success too.

Looking to embark on a global market research project?

Global market research is an essential process for any company looking to expand into different international markets or grow their presence in existing ones. It allows you to optimize your chances of success when trying new things in markets that may be profoundly different from your domestic market in numerous ways. It also helps you understand those markets much more keenly so you can better serve your customers there.

There are lots of variables that can make the research process for global market research projects much more challenging. It’s important to take the time to understand your new market before you begin the research process.

However, if done right, global market research can be a critical factor in mounting a successful market entry attempt, marketing campaign, or product launch allowing you to expand your brand across the world and reach entirely new levels of growth.
At Kadence, we help businesses all over the world expand into new global markets by carrying out in-depth and localised research. Contact us to find out more about how we can help you do the same.

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In the world of market research, we can only get so far by relying on hard, numerical data.

Hard metrics like (generated from quantitative research) are extremely useful and should form a core part of any business strategy. But they only tell part of the overall story.

To dig deeper and gain a fuller picture of why our customers behave the way they do, it’s important to consider supplementing quantitative research with a more  qualitative approach. Qualitative research is based on conversational and open-ended communication and aims to dive a little deeper than quantitative metrics and explore the why behind customer’s actions.

If you want to get the most out of your research, you should be using both approaches. In this guide, we’ll take a look at what qualitative research is, what makes it so useful, and how you can employ it in your own work.

How is qualitative research different from quantitative research?

Quantitative research:

  • Is more data-based, relying on hard data points and objective measurements
  • It uses statistics and numerical data to identify trends and patterns
  • Allows you to quickly establish what’s happening, and look at possible causes 

Quantitative studies are extremely valuable. They allow us to gain a reliable, accurate understanding of what’s happening in our market  and amongst our customers, and make clear-headed decisions that influence the bigger picture. But quantitative data alone isn’t enough.

Qualitative research is more human-focused. It’s less concerned with numbers and figures, and more focused on what customers have to say. It can take the form of interviews, focus groups or online communities  and its goal is to dig into the more intangible and subjective reasons why customers behave the way they do.

Why is qualitative research useful?

Qualitative research is useful because it helps us dive into the human factors driving our customers’ actions. People are complex and often unpredictable, and our behaviour can’t really be boiled down into a series of metrics..

For example, we might know that sales for one product are outperforming another. But why is this happening? Our hard metrics can show us the overall trend and might allow us to pinpoint certain glaring patterns, but they don’t tell us what’s going on in our customers’ minds.

For this, we need qualitative studies. We need to gain insight into the microtrends that lie beneath bigger patterns. 

The benefits don’t end there, though. Qualitative research means getting to know your customers and their motivations better. Here’s how that helps:

  • It can help you to understand customer needs, generating new ideas for products and services. 
  • It can provide valuable feedback on your existing offering. Using qualitative research you can explore pain points and barriers to use, helping you understand how to improve your current products and services.
  • It can be a useful input to your marketing. By truly understanding your audience, you can take a more personalized approach, speaking their language and talking to your customers in a way they can really relate to. It can also provide useful input to campaign or content development. By understanding customer needs you can create marketing content that solves specific problems for your audience and delivers real value in response to the challenges they face and the pain points they grapple with.
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Qualitative research methods 

Qualitative research is made up of a range of different methods and techniques. Each has its own use cases, and the best approaches will combine several methodologies based on your customers and your goals. Here are some of the main methods:

  • Focus groups. This is where you bring a small number of customers (usually less than 15) together in a group to discuss a particular issue. By tapping into the power of group dynamics, we’re able to uncover rich insights around attitudes and behaviours, and explore underlying motivations, need states and perceptions.
  • One-to-one, in-depth interviews. Here, researchers speak to customers directly, in a one-to-one setting. It’s a good way to get truly in-depth on a topic, delving into the participant’s opinions and gaining valuable feedback and insight. In depth interviews can be carried in person, on the phone or online. 
  • Expert interviews. Similar to in-depth interviews, expert interviews involve speaking to industry experts to build a rich understanding of the market and where it’s heading. This approach can help you explore the impact of emerging trends to help future proof your business.
  • Ethnography. This is where researchers immerse themselves in customers’ worlds to understand more about their day to day lives and the role that brands and products play. Ethnography can take different forms, from visiting consumers and accompanying them as they go about their day, to mobile self-ethnography where consumers complete video tasks to show us how they live. 
  • Online communities. This is where groups of consumers are brought together over a series of days on an online platform to explore specific issues. Consumers then complete individual or group tasks, enabling the researcher to uncover rich insights. Like mobile self-ethnography, online communities can involve photo and video tasks and are a great way of bringing an audience to life for key stakeholders. What’s more, as online communities consumers over a longer time period than an in-depth interview or a focus group, they allow you to explore complex or sensitive issues and uncover deep insights into attitudes and values to inform your decision-making.

Traditionally qualitative research was done according to the grounded theory method. This is a framework for research that involves collecting qualitative data through the above methods and then using that data to form a theory or hypothesis. However, it’s easy to underestimate the sheer amount of data you can collect through qualitative research and this is particularly true of online methods such as online communities. As such, it’s often not feasible to use the grounded theory method. At Kadence we take a different and more structured approach, exploring hypotheses with key stakeholders and designing the research so that we can test these. This means that the research is tightly focused on the areas that matter most to stakeholders, ensuring that the insights we uncover are actionable.  

Some examples of qualitative research questions you might ask:

  • How important is corporate responsibility to our customers?
  • What are the main reasons people use social media?
  • Why do people want to work for our organization?
  • How do adult males feel about hair loss?
  • What are the key motivations for  undertaking a weight loss programme?

Qualitative research is essential if you want to truly understand your customers and improve your product or service to deliver what they want and need. It goes hand in hand with more quantitative methods of research and helps add context, explanation, and depth to the more numerical and data-based metrics.

At Kadence, we can help you get the most out of qualitative research, to better understand your customers and market on all levels. To find out how, get in touch with us.

Our kids media experts Bianca Abulafia and Sarah Serbun shared their top tips at Qual 360 of how to conduct qual research with kids and the culture considerations to bar in mind in each market.

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Amy Lo explores her personal experiences growing up across two vastly different continents and how these have shaped her insight career. 

When I was 12 my Dad announced I was to leave my home in Taiwan to attend boarding school in England. The resulting 10 years were to shape me in a way neither he, nor I could ever have imagined. 

Growing up across two continents that are so vastly different in terms of culture, climate and consumption meant living in a state of perpetual adaptation, seeking ways to adjust to the environment around me, both at school and then back at home during school holidays. 

I think this constant need to adapt to my surroundings is the reason I first started to closely observe the people around me, their behavior, their motivations, the things that made them similar and the things that made them different.

Skip to the present and as it turns out my fascination with people, their stories, backgrounds and culture has influenced me in my choice of career. As a qualitative market researcher it is my job to investigate the beliefs, perceptions and essential truths behind people’s behavior – and establish patterns amongst them.

I love this career for the opportunity it gives me to gain insight into our respondent’s lives and, of course to deliver Insight Worth Sharing to my clients. 

There is also a lot of variety; during my first role as a Graduate Insight Executive in Taiwan I spent time with a wide variety of respondents from tech-savvy consumers aiming to optimise a mobile-friendly home page for Yahoo to new mums sharing all about their nappy usage. One weekend we would be speaking to HNWIs about luxury holidays and the following weekend, accompanying Chinese teenagers on their hunt for the perfect pair of jeans! 

During a recent project in my current role at Kadence International in London I found myself face to face with my two ‘home’ nations. The study, for a luxury technology brand, involved investigating some of London and Shanghai’s wealthiest individuals and uncovered some vast and fascinating differences in priorities, preferences and behaviours of the Chinese elite against their UK counterparts. 

This study motivated me to understand more about today’s Asian consumer. How can brands adapt their approach to suit this vast and lucrative market? And, how can we as researchers select the best methodologies in order to gather the richest, most valuable insights?

Growing up across two continents that are so vastly different in terms of culture, climate and consumption meant living in a state of perpetual adaptation. I love this career for the opportunity it gives me to gain insight into our respondent’s lives and, of course to deliver Insight Worth Sharing to my clients. With over 700 million Internet users and a little shy of 600 million smartphone users in China (as of 2016), the future of online qual is extremely exciting.

In true millennial style, I started my investigations through my own social network. My friends from Asia were always posting in feeds, reviewing the latest products they have tried. I observed a willingness to share allegiances to particular brands, which doesn’t represent brand loyalty per se, simply that they are not afraid to share their opinions. Many of my female friends have their own blogs, discussing their views on the latest trends in clothes and make up and my feed is regularly inundated with ‘outfit of the day’ posts with links that take you to web shops where you can make a quick purchase from the endorsed brand or seller. 

Surprisingly for China, a country where censorship is widespread, opinions and voices on the Internet are loud and plentiful. Unlike Western countries, there is little trust in traditional media sources such as TV, press or radio. Instead, word of mouth is an increasingly powerful tool, as people use social media platforms to personally share information and opinions with friends and family. 

This trend has been identified by brands in China, who have made it their priority to create intelligent, comprehensive digital campaigns to facilitate the spread of their products or services. This is also why brands are carefully monitoring their e-reputation. Product reviews on the web have a growing influence on people’s decision making. Brands understand the need to nurture advocates within each and every social circle to build credibility and customer proximity. 

Back to my professional experience, working closely with a wide range of Chinese audiences both in Asia and in the UK, I have learnt that I most enjoy using methodologies that give me longer and closer contact with my audience, these allow me to really get to know each and every one of their stories, background and culture. 

Market research online communities offer a highly effective way for UK researchers to gather insight from Chinese audiences. Logistically simple (no working around time differences); methodologically effective (tap into natural online behaviours to provide a truthful engagement with our target audience) and financially efficient (no expensive flights and hotels!). 

Chinese audiences can often be more comfortable providing their opinions via the Internet particularly with certain more sensitive or divisive topics where they can retain a sense of anonymity. With online research methods, there are fewer concerns about their voices or faces being identified – and therefore a greater willingness to share.

With over 700 million Internet users and a little shy of 600 million smartphone users in China (as of 2016), the future of online qual is extremely exciting for me. Mobile devices are the main mode of Internet access and instant messaging is the top online activity in China. Apps such as WeChat are used on a daily basis, just as you and I use WhatsApp to keep in touch with friends and family. WeChat has evolved from a pure instant messaging app to (quoting the FT in April 2016) an app that is a phone, messenger, video conference, ecommerce platform and gaming console, not to mention noodle delivery service, for a nation of people in love with their smartphones. 

Some companies are already using WeChat as a data collection tool for short quantitative surveys, tapping into its mass user base and taking full advantage of its ability to provide instant responses.

And given that the app is already in most people’s pockets means we can largely conduct many of the conventional qualitative methods through WeChat as well. We’re already gaining insights through both interaction and observation, from in-depth interviews to accompanied shopping, to digital diary logging. It’s amazing – but we’re able to follow the steps of Chinese respondents through the lenses of their smartphones from the comfort of their chairs in London. 

The casual nature, accessibility and users’ familiarity with WeChat helps encourage user interaction, engagement and participation, thereby improving our capability to obtain accurate and honest insights. 

The opportunity to use social media platforms for qualitative research is not completely unique to the Chinese market. We know some have been doing focus groups on WhatsApp, and some are using Facebook as a research tool. There is no reason why something similar cannot become a more prevalent research method in the West, provided we have a similar multifunctioning social media platform and the same abundance of users already familiar with the platform.

Personally, I find the possibility of conducting focus groups and in-depth interviews from my iPhone a very exciting prospect. With social media platforms such as WeChat, in a click of a button, I’m in touch with a group of people 5000 miles away, tapping into every aspect and every minute of their lives and uncovering trends through my very own device. I can do this whilst on the go and, when something I see on the street suddenly inspires me, I no longer have to wait until Monday. I can simply pop a question to my group and wait 5 seconds to see what they have to say. 

Looking back, whilst my 12 year old self may have resented my Dad’s decision to send me away from Taiwan to the UK, in hindsight, it was the best decision he ever made.

Imagine you’re a digital marketer for an online retailer specialising in fitness gear. You’ve just launched a new line of eco-friendly yoga mats, and you’re tasked with maximising sales through your website. You test two different product page versions to see which drives more purchases. 

Version A features a prominent “Limited Time Offer” banner at the top, while Version B includes a series of customer testimonials right beneath the product title. The results of this A/B test could significantly affect your sales figures and offer deeper insights into what motivates your customers to buy.

Such is the power of A/B testing, a method companies of all sizes use to make data-driven decisions that refine user experiences and improve conversion rates. 

A/B testing provides a data-driven solution to optimise website effectiveness without the guesswork. By comparing two versions of a page or element directly against each other, brands can see which changes produce positive outcomes and which ones do not, leading to better business results and a deeper understanding of customer behaviour.

Whether you’re looking to increase conversion rates, enhance user engagement, or drive more sales, effective A/B testing is the key to achieving your goals precisely and confidently.

A/B testing, or split testing, is a method in which two versions of a webpage or app are compared to determine which performs better. Imagine you’re at the helm of a ship; A/B testing gives you the navigational tools to steer more accurately toward your desired destination—increased sales, more sign-ups, or any other business goal. It involves showing the original version (A) and a modified version (B), where a single element may differ, such as the colour of a call-to-action button or the layout of a landing page, to similar visitors simultaneously. The version that outperforms the other in achieving a predetermined goal is then used moving forward.

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The Importance of A/B testing and ROI

The compelling advantage of A/B testing is its direct contribution to enhancing business metrics and boosting return on investment (ROI). 

A recent study by eConsultancy shows that companies that use A/B testing are twice as likely to report significant improvements in conversion rates. 

Online retailers frequently use A/B testing to optimise website leads and increase conversion rates. This includes split testing product pages and online advertisements, such as Google Shopping Ads. By A/B testing different product page layouts, retailers can identify a version that increases their sales, impacting annual revenue. Similarly, SaaS providers test and optimise their landing pages through A/B testing to find the version that increases user sign-ups, directly improving their bottom line.

A/B testing is less about guessing and more about evidence-based decision-making, ensuring every change to your interface is a strategic enhancement, not just a cosmetic tweak.

Preparing for A/B Testing

1. Setting Objectives

Before launching an A/B test, defining clear, measurable objectives is critical. These objectives should be specific, quantifiable, and aligned with broader business goals. Common goals include increasing conversion rates, reducing bounce rates, or boosting the average order value. The clarity of these objectives determines the test’s focus and, ultimately, its success.

2. Identifying Key Elements to Test

Choosing the right elements on your website for A/B testing can significantly affect the outcome. High-impact elements often include:

  • CTAs: Testing variations in the text, color, or size of buttons to see which drives more clicks.
  • Layouts: Comparing different arrangements of elements on a page to determine which layout keeps visitors engaged longer.
  • Content: Tweaking headlines, product descriptions, or the length of informational content to optimise readability and conversion.
  • Images and Videos: Assessing different images or video styles to see which leads to higher engagement or sales.

3. Understanding Your Audience

Effective A/B testing requires a deep understanding of your target audience. Knowing who your users are, what they value, and how they interact with your website can guide what you test and how you interpret the data from those tests.

Data Analytics Snapshots:

Utilising tools like Google Analytics, heatmaps, or session recordings can provide insights into user behaviour. Heatmaps, for example, can show where users are most likely to click, how far they scroll, and which parts of your site draw the most attention. These tools can highlight areas of the site that are performing well or underperforming, guiding where to focus your testing efforts.

Importance of Audience Insights:

Understanding user behaviour through these tools helps tailor the A/B testing efforts to meet your audience’s needs and preferences, leading to more successful outcomes. For instance, if heatmaps show that users frequently abandon a long signup form, testing shorter versions or different layouts of the form could reduce bounce rates and increase conversions.

These preparatory steps—setting objectives, identifying key elements, and understanding the audience—create a strong foundation for successful A/B testing. By meticulously planning and aligning tests with strategic business goals, companies can ensure that their efforts lead to valuable, actionable insights that drive growth and improvement.

Designing A/B Tests

Developing Hypotheses

A well-crafted hypothesis is the cornerstone of any successful A/B test. It sets the stage for what you’re testing and predicts the outcome. A strong hypothesis is based on data-driven insights and clearly states what change is being tested, why, and its expected impact.

Guidance on Formulating Hypotheses:

  • Start with Data: Analyze your current data to identify trends and areas for improvement. For instance, if data shows a high exit rate from a checkout page, you might hypothesise that simplifying the page could retain more visitors.
  • Be Specific: A hypothesis should clearly state the expected change. For example, “Changing the CTA button from green to red will increase click-through rates by 5%,” rather than “Changing the CTA button colour will make it more noticeable.”
  • Link to Business Goals: Ensure the hypothesis aligns with broader business objectives, enhancing its relevance and priority.

Examples:

  • Good Hypothesis: “Adding customer testimonials to the product page will increase conversions by 10% because trust signals boost buyer confidence.”
  • Poor Hypothesis: “Changing things on the product page will improve it.”

Creating Variations

Once you have a solid hypothesis, the next step is to create the variations that will be tested. This involves tweaking one or more elements on your webpage based on your hypothesis.

Instructions for Creating Variations:

  • Single Variable at a Time: To understand what changes affect outcomes, modify only one variable per test. If testing a CTA button, change the color or the text, but not both simultaneously.
  • Use Design Tools: Utilise web design tools to create these variations. Ensure that the changes remain true to your brand’s style and are visually appealing.
  • Preview and Test Internally: Before going live, preview variations internally to catch potential issues.

Choosing the Right Tools

Selecting the appropriate tools is crucial for effectively running A/B tests. The right tool can simplify testing, provide accurate data, and help interpret results effectively.

By following these steps—developing a strong hypothesis, creating thoughtful variations, and choosing the right tools—you can design effective A/B tests that lead to meaningful insights and significant improvements in website performance. This strategic approach ensures that each test is set up for success, contributing to better user experiences and increased business outcomes.

Implementing A/B Tests

Effective implementation of A/B tests is critical to achieving reliable results that can inform strategic decisions. 

Test Setup and Configuration

Setting up an A/B test properly ensures that the data you collect is accurate and that the test runs smoothly without affecting the user experience negatively.

Step-by-step Guide on Setting Up Tests:

  • Define Your Control and Variation: Start by identifying your control version (the current version) and the variation that includes the changes based on your hypothesis.
  • Choose the Type of Test: Decide whether you need a simple A/B test or a more complex split URL test. Split URL testing is useful when major changes are tested, as it redirects visitors to a different URL.
  • Set Up the Test in Your Chosen Tool: Using a platform like Google Optimise, create your experiment by setting up the control and variations. Input the URLs for each and define the percentage of traffic directed to each version.
  • Implement Tracking: Ensure that your analytics tracking is correctly set up to measure results from each test version. This may involve configuring goals in Google Analytics or custom-tracking events.

Interactive Checklists or Setup Diagrams:

A checklist can help ensure all steps are followed, such as:

  • Define control and variation
  • Choose testing type
  • Configure the test in the tool
  • Set traffic allocation
  • Implement tracking codes

Best Practices for Running Tests

Once your test is live, managing it effectively is key to obtaining useful data.

Tips for Managing and Monitoring A/B Tests:

  • Monitor Performance Regularly: Check the performance of your test at regular intervals to ensure there are no unexpected issues.
  • Allow Sufficient Run Time: Let the test run long enough to reach statistical significance, usually until the results stabilise. You have enough data to make a confident decision.
  • Be Prepared to Iterate: Depending on the results, be prepared to make further adjustments and rerun the test. Optimisation is an ongoing process.

Visual Dos and Don’ts Infographics

To help visualise best practices, create an infographic that highlights the dos and don’ts:

  • Do: Test one change at a time, ensure tests are statistically significant, and use clear success metrics.
  • Don’t Change multiple elements at once, end tests prematurely, and ignore variations in user behaviour.

Statistical Significance and Sample Size

Understanding these concepts is crucial for interpreting A/B test results accurately.

Explanation of Key Statistical Concepts:

  • Statistical Significance: This measures whether the outcome of your test is likely due to the changes made rather than random chance. Typically, a result is considered statistically significant if the probability of the result occurring by chance is less than 5%.
  • Sample Size: The number of users you need in your test to reliably detect a difference between versions. A sample size that is too small may not accurately reflect the broader audience.

Graphs and Calculators:

  • Provide a graph showing how increasing sample size reduces the margin of error, enhancing confidence in the results.
  • Link to or embed a sample size calculator, allowing users to input their data (like baseline conversion rate and expected improvement) to determine how long to run their tests.

By following these guidelines and utilising the right tools and methodologies, you can implement A/B tests that provide valuable insights into user behavior and preferences, enabling data-driven decision-making that boosts user engagement and business performance.

Analyzing Test Results

Once your A/B test has concluded, the next crucial step is analyzing the results. This phase is about interpreting the data collected, understanding the statistical relevance of the findings, and making informed decisions based on the test outcomes.

Interpreting Data

Interpreting the results of an A/B test involves more than just identifying which variation performed better. It requires a detailed analysis to understand why certain outcomes occurred and how they can inform future business decisions.

How to Read Test Results:

  • Conversion Rates: Compare the conversion rates of each variation against the control. Look not only at which had the highest rate but also consider the context of the changes made.
  • Segmented Results: Break down the data by different demographics, device types, or user behaviours to see if there are significant differences in how certain groups reacted to the variations.
  • Consistency Over Time: Evaluate how the results varied over the course of the test to identify any patterns that could influence your interpretation, such as a weekend vs. weekday performance.

Statistical Analysis

A deeper dive into the statistical analysis will confirm whether the observed differences in your A/B test results are statistically significant and not just due to random chance.

Understanding Statistical Significance and Other Metrics:

  • P-value: This metric helps determine the significance of your results. A p-value less than 0.05 typically indicates that the differences are statistically significant.
  • Confidence Interval: This range estimates where the true conversion rate lies with a certain level of confidence, usually 95%.
  • Lift: This is the percentage increase or decrease in the performance metric you are testing for, calculated from the baseline of the control group.

Making Informed Decisions

With the data interpreted and the statistical analysis complete, the final step is to decide how to act on the insights gained from your A/B test.

Guidelines on How to Act on Test Results:

  • Implement Winning Variations: If one variation significantly outperforms the control, consider implementing it across the site.
  • Further Testing: If results are inconclusive or the lift is minimal, running additional tests with adjusted variables or targeting a different user segment may be beneficial.
  • Scale or Pivot: Depending on the impact of the changes tested, decide whether to scale these changes up to affect more of your business or to pivot and try a different approach entirely.

Decision Trees or Flowcharts:

Create a decision tree or flowchart that outlines the decision-making process following an A/B test. This could include nodes that consider whether the test was statistically significant, whether the results align with business goals, and what follow-up actions (like further testing, full implementation, or abandonment of the change) should be taken based on different scenarios.

By thoroughly analyzing A/B test results through data interpretation, statistical analysis, and strategic decision-making, organisations can ensure that they are making informed decisions that will enhance their website’s user experience and improve overall business performance. This data-driven approach minimises risks associated with website changes and ensures that resources are invested in modifications that provide real value.

Beyond Basic A/B Testing

Once you have mastered basic A/B testing, you can explore more sophisticated techniques that offer deeper insights and potentially greater improvements in user experience and conversion rates. This section delves into advanced testing strategies and the importance of ongoing optimisation through iterative testing.

Advanced Testing Techniques

Advanced testing methods allow you to explore more complex hypotheses about user behaviour and website performance, often involving multiple variables or entire user journeys.

Multivariate Testing (MVT):

  • Overview: Unlike A/B testing, which tests one variable at a time, multivariate testing allows you to test multiple variables simultaneously to see which combination produces the best outcome.
  • Application: For example, you might test different versions of an image, headline, and button on a landing page all at once to determine the best combination of elements.
  • Benefits: This approach can significantly speed up the testing process and is particularly useful for optimising pages with multiple elements of interest.

Multipage Testing:

  • Overview: Also known as “funnel testing,” this technique involves testing variations across multiple pages that make up a user journey or funnel.
  • Application: You might test variations of both the product and checkout pages to see which combination leads to higher conversion rates.
  • Benefits: Multipage testing helps ensure consistency in messaging and user experience across multiple stages of the user journey, which can improve overall conversion rates.

Continuous Improvement and Iteration

The goal of A/B testing is not just to find a winning variation but to continually refine and enhance your website based on user feedback and behaviour.

Importance of Ongoing Optimisation:

  • Iterative Process: Optimisation is an ongoing process that involves continually testing and refining website elements based on user data and business objectives.
  • Learning from Each Test: Each test provides valuable insights into whether a variation wins. These insights can inform future tests, leading to better user experiences and higher conversion rates.

Iterative Testing Strategies:

  • Start with Broad Tests: Begin with broader tests to identify which elements have the most significant impact on user behaviour.
  • Refine and Repeat: Use the insights gained to refine your hypotheses and test more specific variations.
  • Expand Testing: Once you’ve optimised major elements, expand your testing to less prominent components that could still affect user experience and conversions.

Timelines and Case Studies:

  • Timeline Example: Show a timeline that outlines an annual testing strategy, with phases for broad testing, refinement, and expansion.
  • Case Study: Present a case study of a company that implemented continuous testing. Highlight how iterative testing helped them achieve a significant, sustained increase in conversion rates over time. For instance, a tech company could use iterative testing to fine-tune its sign-up process, resulting in a 50% increase in user registrations over a year.

By advancing beyond basic A/B testing and embracing more complex and continuous testing strategies, companies can optimise their websites more effectively and foster a culture of data-driven decision-making. This approach leads to improvements that align with user preferences and business goals, ensuring sustained growth and a competitive edge in the market.

Common Pitfalls and How to Avoid Them

A/B testing is a powerful tool for website optimisation, but common pitfalls can undermine its effectiveness. This section explores typical errors that occur during the testing process and provides strategies to ensure the validity and reliability of your tests.

List of Common Mistakes

Identifying Errors and Solutions:

  • Testing Too Many Changes at Once: It can make determining which change affected the outcome difficult.
    • Solution: Focus on testing one change at a time or use multivariate testing for simultaneous changes and analyze the impact of each element separately.
  • Not Allowing Enough Time for the Test to Run: Ending a test too soon can lead to conclusions that aren’t statistically significant.
    • Solution: Ensure each test runs long enough to collect adequate data, reaching statistical significance before making decisions.
  • Testing Without a Clear Hypothesis: Starting tests without a clear, data-backed hypothesis leads to unclear outcomes.
    • Solution: Develop a precise hypothesis for each test based on thorough data analysis and clear business objectives.
  • Ignoring User Segmentation: Different segments may react differently to the same change.
    • Solution: Segment your audience and analyze how different groups respond to each variation.

Visuals of Pitfalls vs. Best Practices:

  • Create side-by-side infographics showing examples of these mistakes versus best practices. For example, visually compare the outcome of a test that changed multiple elements simultaneously against one that tested a single change.

Ensuring Validity and Reliability

Maintaining the integrity of your A/B tests is crucial for obtaining reliable, actionable insights.

Tips on Maintaining Test Integrity:

  • Use Proper Randomisation: Ensure that the distribution of users between the control and test groups is random to avoid selection bias.
    • Tool Tip: Utilise tools that automatically handle randomisation to avoid manual errors.
  • Control External Factors: Holidays, marketing campaigns, or significant news events can skew test results.
    • Solution: Monitor external factors, adjust the testing period, or filter the data to account for anomalies.
  • Ensure Consistent Test Conditions: Changes in the testing environment or platform during the test can invalidate results.
    • Solution: Keep the testing conditions consistent throughout the test period and verify configuration settings regularly.
  • Validate Test Setup Before Going Live: A misconfigured test can lead to incorrect data interpretation.
    • Solution: Run a smaller pilot test or use a checklist to ensure every test element is correctly set up before full deployment.

Troubleshooting Guide with Graphic Aids:

  • Develop a troubleshooting guide that includes common scenarios where A/B test integrity might be compromised. Include flowcharts or decision trees that help identify and resolve issues such as data discrepancies, unexpected user behaviour, or sudden changes in conversion rates.
  • Example Graphic Aid: A flowchart that helps determine actions when test results seem inconsistent with historical data or benchmarks. Steps might include checking configuration settings, reviewing segmentation criteria, or extending the test duration.

By understanding and avoiding these common pitfalls and maintaining rigorous standards for validity and reliability, organisations can ensure that their A/B testing efforts lead to meaningful improvements and robust data-driven decisions. This approach not only enhances the effectiveness of current tests but also builds a foundation for future testing strategies that are even more successful.

A/B Testing Case Studies

A/B testing has proven to be a critical tool for businesses aiming to optimise their online presence based on data-driven decisions. Here, we delve into some specific real-life case studies from different industries, highlighting the successes and lessons from A/B testing.

Success Stories

E-commerce: Humana

  • Overview: Humana, a well-known health insurance company, conducted an A/B test to increase click-through rates on one of their primary campaign landing pages. They tested the simplicity and message of their banner and CTA.
  • Changes Tested: The original banner had a lot of information and a standard “Shop Medicare Plans” button. The test variation simplified the message and changed the button text to “Get Started Now.”
  • Results: The variation led to a 433% increase in click-through rates to the insurance plans page.

B2B: SAP

  • Overview: SAP, a leader in enterprise application software, tested the copy of their CTA on a product page. The hypothesis was that a more action-oriented CTA would increase engagement.
  • Changes Tested: The original CTA read “Learn more,” which was changed to “See it in action” in the variation.
  • Results: This simple change in wording resulted in a 32% increase in clicks.

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Digital Media: The Guardian

  • Overview: The Guardian tested different wordings for their support and donation CTAs to determine which would more effectively encourage readers to contribute financially.
  • Results: The test revealed that a direct ask for contributions using emotive language resulted in a higher click-through rate than a more generic request for support.
  • Lesson: This A/B test highlighted the importance of emotional resonance in messaging, especially for non-profit or cause-based initiatives.

Travel Industry: Expedia

  • Overview: Expedia conducted A/B testing to optimise hotel booking conversions on their site by altering the display of discount offers.
  • Changes Tested: They tested the visibility and presentation of savings messages (e.g., showing a percentage off versus a specific dollar amount saved).
  • Results: Showing the amount of money saved led to a slight decrease in conversion rates, contrary to expectations.
  • Lesson: The test underscored the potential for “over-optimising” to backfire and the need to balance how offers are presented to avoid overwhelming customers.

Final Checklist of A/B Testing Steps

To help ensure your A/B testing journey is structured and effective, here is a visual checklist encapsulating the process:

  1. Define Objectives: Clearly state what you aim to achieve.
  2. Formulate Hypotheses: Base your assumptions on data and prior insights.
  3. Select the Testing Tool: Choose a platform that suits your scale and complexity needs.
  4. Design the Test: Create variations based precisely on your hypotheses.
  5. Run the Test: Ensure the test is long enough to gather meaningful data.
  6. Analyze Results: Use statistical analysis to interpret the outcomes.
  7. Implement Changes: Apply successful variations or further refine and test.
  8. Repeat: Use insights gained to continuously improve further testing.

Regardless of the outcome, every test is a step forward in understanding your users better and refining your digital offerings to meet their needs more effectively. The journey of optimisation is continuous, and each effort builds upon the last, opening new doors to innovation and growth.

Harness the power of A/B testing to start making informed decisions that propel your business forward. Your next breakthrough could be just one test away.