What are the top qualitative research services for analyzing consumer behavior?
Understanding the complexities of consumer behavior is a cornerstone of effective marketing research. Qualitative research services offer a deep dive into the why and how of consumer decisions, providing insights that go beyond numbers and graphs. These services allow you to capture the emotions, opinions, and motivations of your target audience, giving you a richer understanding of the market landscape. By exploring the top qualitative research services, you can unlock the subtleties of consumer behavior and refine your marketing strategies to better meet the needs and desires of your customers.
Focus groups are a traditional yet powerful qualitative research service that brings together a small number of people from your target market to discuss their perceptions, opinions, and attitudes towards a product, service, or concept. This setting encourages open conversation and allows you to observe group dynamics and individual reactions to stimuli. The insights gained from focus groups can help you understand the reasons behind consumer decisions, explore new ideas, and test hypotheses about your market.
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Maiara Kososki
PhD in Marketing | International Professor and Speaker | Branding and Marketing Consultant | Coordinator of the Digital Postgraduate Program at PUC PR - Personal Image and Brand
Incorporating focus groups is indispensable for any product company selling to consumers. These are invaluable for understanding consumer perceptions, preferences, and pain points, offering critical insights for product development, marketing strategy, and brand positioning. By engaging directly with target audiences, companies can validate concepts, fine-tune features, and uncover hidden opportunities, increasing market relevance and customer satisfaction. Moreover, focus groups enable early detection of potential pitfalls, allowing for proactive mitigation. Integrating focus groups into the product development lifecycle is essential for fostering consumer-centric innovation and maintaining competitive advantage.
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Tulegen Darbassov
Global Marketing Coordinator at QS
Note that some cultures are not as open in sharing their opinions with strangers or barely known people due to low trust environment. Hence, you might need to separate them by sex, age, class, etc.
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Moshfequel Alam Talukder
Project Manager, NICE Project, SFSA Bangladesh
To have a total picture of the community regarding consumption patterns. This would help to investigate further about their consumption
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Himanshu Chauhan (PhD)
🎓 Unleashing Curiosity Catalyst 🚀 | Moulding Minds with Mischief ✨ |
In addition to the tried-and-tested methods like Focus Groups discussions and direct interviews with your TG , there are few platforms available, like - Qualtrics , discuss.io , Gutcheck , Remesh, dscout , Respondent.
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Ankesh Saxena
25X Top Voices | Conversationalist | Podcaster | Consumer Insights | Driving Global Growth | Market Research | Personal Branding | ESOMAR, MRSI | 6K+
Top qualitative research services for analyzing consumer behavior include FocusVision, Qualitative360, and Voxpopme. These platforms offer a range of qualitative research methods such as focus groups, in-depth interviews, and ethnographic studies. They provide tools for capturing, analyzing, and interpreting consumer insights effectively. With features like video feedback and sentiment analysis, they offer comprehensive solutions for understanding consumer behavior in depth, enabling businesses to make informed decisions and drive strategy.
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Kritika Khullar
Focus groups are a key qualitative research method used to understand consumer behavior. Typically involving 6 to 10 participants, these discussions are guided by a skilled moderator who encourages open dialogue about a product, service, or concept. This setting allows researchers to explore consumer attitudes, beliefs, and motivations deeply. The group dynamic often reveals diverse perspectives and common experiences, providing rich insights. Nonverbal cues like body language add context to verbal responses. While focus groups offer valuable data, they require careful moderation to avoid biases and are best used alongside other research methods for comprehensive insights.
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Raphael Villarreal
Project Management Officer at IPSOS CIESMORI
Focus groups constitute a qualitative method designed to elicit insights that are not consciously articulated. When facilitated by a skilled moderator and analyzed by an experienced team, they become an invaluable tool for exploring the intricacies of the human mind.
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Sharoz Ghauri
Director, Client Services @ Insights Opinion Corp. | Driving Business Growth
Top qualitative research services for analyzing consumer behavior include Focus Group Discussions, In-depth Interviews, Ethnographic Research, Diary Studies, Mystery Shopping, Online Communities. These methods provide comprehensive insights into consumer attitudes, perceptions, and behaviors.
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César Buelot Alvarez
Marketing Manager | Investigación de Mercados | Consumer Insights | Docencia | Brand Building
Todo parte de tener claro qué se quiere explorar y de las características de la unidad de observación o de estudio: temas sensibles son más pertinente las entrevistas personales; ámbitos donde el entorno o medio ambiente influye en la dinámica social se optará por una etnografía o una observación participante... generar conversación y debate, funcionarán mejor los grupos focales. Ninguna técnica es mejor o "principal", sólo depende del talento del investigador, las condiciones de vida/interacción del sujeto a estudiar y la sensibilidad para estudiar y analizar cada caso.
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Ethan Decker
Founder @ Applied Brand Science. I teach people the laws of brand growth. And help them fix their brands.
I've been invited to share in the Great Data Harvesting AI Driftnet Collaborative Article Initiative! Lucky me. I get to "collaborate" with humans. Or am I collaborating with the LInkedAI that writes all these starter paragraphs & even chooses the topics? I mean, I'm so lucky! Maybe MY personal opinion & effort will show up in LinkedAI's Automated Answerbot once enough Humandata has been captured, harvested, and scraped!
In-depth interviews are one-on-one conversations with consumers that provide an intimate look into their thoughts and feelings. This qualitative research service is particularly useful for exploring sensitive topics or complex behaviors that might not surface in a group setting. Through careful questioning and active listening, you can uncover detailed narratives about consumer experiences and gain a nuanced understanding of their motivations and preferences.
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Sanjay Nagi
Once in a rural setting the team was doing IDIs for developing a strategy for a cement company. Even before the analysis it became clear that the mason is the big influencer. We then used this insight to develop a powerful strategy around masons to make this the number 2 cement company
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Tulegen Darbassov
Global Marketing Coordinator at QS
Same idea but question can be reformulated in more "politically correct" way to comply with local customs. For example, giving advice to random people and friends can be approached vastly different. Hence, prepare several variants of the same questions that are barely recognizable on the surface.
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Gustavo Narváez
Contratista del Centro de Memoria Histórica
De mi experiencia laboral he aprendido que, para estudios grandes, con un número considerable de entrevistas, se debe preparar al equipo para evitar caer en la trampa de la repetición: varias entrevistas coincidirán en una trama común, pero debe mantenerse la curiosidad activa para encontrar las diferencias, las particularidades y las situaciones atípicas.
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Servio Correa Macías
Competencias directivas, comunicación y marketing.
Un punto importante de esta técnica radica en la posibilidad de trata temas delicados que no son muy susceptibles de ser respondidos en contextos más amplios como el focus group por ejemplo.
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Kritika Khullar
In-depth interviews are a vital qualitative research method for analyzing consumer behavior. These one-on-one conversations allow researchers to explore a participant's thoughts, feelings, and experiences in great detail. By using open-ended questions, interviewers can uncover deep insights into motivations, preferences, and decision-making processes. This method provides rich, nuanced data that quantitative surveys often miss. In-depth interviews are highly flexible, allowing for probing and follow-up questions based on the participant's responses. Though time-consuming, they are invaluable for gaining a comprehensive understanding of individual consumer perspectives.
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Yeny Chavez Green
Docente/ Investigadora universitaria
Las estrevistas a profundidad me resultan particularmente útiles paar exporar en detalle las actitudes, creencias y experiencia de los entrevistados. Esta metodología permite una exploración más personalizada y profunda de los temas de interés, el el entrevistador puede adaptar y dirigir la conversación en función de las respuestas que recibe y profundizar en áreas específicas que surjan durante la entrevista. Esta flexibilidad es una gran ventaja, ya que permite descubrir capas más profundas de insight que no siempre son accesibles a través de métodos más estructurados o grupales.
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Jaime Biencinto
Research | CX/UX | Qualitative Insights | Brand
Las entrevistas en profundidad son muy útiles con públicos reducidos, cuando la disponibilidad de los mismos es menor y, sobre todo, cuando la disposición a compartir conocimiento es limitada.
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Alícia Ribeiro
Propagandista Médico | Propagandista | Representante de Vendas Médica | Propagandista Vendedor | Consultor de Negócios | Consultor Médico com MBA em Gestão Comercial e Vendas
Ao reunir um grupo de pessoas, os pesquisadores podem facilitar discussões profundas sobre um tema específico, permitindo uma troca rica de ideias e experiências.
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Biba Allarakia
N-lightening Hearts & Minds
IDI can be very powerful if used appropriately. Very suitable for sensitive subjects (personally or culturally), specific groups e.g. high income and/or those in high positions. The key power is to really go in-depth. Sometimes, following a track raised by the respondent is more important than asking all the questions.
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Saleh Md. Arman
Doctoral Researcher in Circular Economy, Ethical Consumption, and Sustainable Development,
In-depth interviews are qualitative research services that are precious for delving into sensitive and complex topics because they provide a more private, flexible, and in-depth method of gathering data. This approach helps uncover insights that might be missed in a group setting where participants feel constrained or inhibited.
Ethnographic studies immerse you in the natural environment of your consumers, allowing you to observe their behaviors and interactions in real-world settings. This qualitative research service is invaluable for gaining context-specific insights and understanding how consumers use products or services in their daily lives. By seeing things from the consumer's perspective, you can identify unmet needs and opportunities for innovation.
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Sam Ladner, PhD
Fractional research leader driving innovation and strategy | Ex Amazon, Microsoft, Workday
Ethnography is about embedding yourself in the other person's context. So for example, my context is that I am an ethnographer who gets paid to do research. LinkedIn's context is a business that uses algorithms that extract knowledge from skilled experts.
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Ashima Dhawan
👩🏫 Asst Professor for Creative Industries Management & Program Director of Studies @ Heriot-Watt University, Dubai
I was an intern when my mentor told me if I wanted to succeed in Ethnography I will have to develop Sherlock skills- and by that he meant, a keen eye for details beyond sight. Ethnography is putting yourself in that situation/context/place and living every moment, and experiencing things yourself. Back in the days I conducted Ethnographic studies with Maruti Suzuki and the observations I made, data I collected, insights I developed were beyond the scope of interviews. Consumers express much more than words, Ethnography is the lens to capture the unsaid.
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Gerald Naelaerts
Shopper safari is a nice way to go, just observe the animal in its natural habitat without them knowing they are being watched.
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Ben Singer
Head of Research & Strategy, New Markets @ PICO XR (ByteDance) // ex-Oculus/FB/Deloitte/JPM
When researching everyday consumers, an underutilized ethno approach is immersing oneself next to the intercom at a fast food drive-in. Since locations are present in nearly every community, it’s great for observing shifting communication norms and consumption habits. Plus, there’s no more direct way to see how the ‘Big Mac Index’ is affecting people. It’s also resource-efficient. Drivers will often initiate free interviews themselves from their car window, and you can defray costs by finding loose change on the ground. Detractors will say “that sounds like trespassing” or “I’m tired of almost getting run over” - to which I’d point out that every method has meaningful logistics hurdles.
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Tulegen Darbassov
Global Marketing Coordinator at QS
More traditional cultures have different perceptions of what is private and public and where that line is drawn. Relatives or members of the same cast can be more informed about specific things related to product usage than friends or experts of any kind.
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Servio Correa Macías
Competencias directivas, comunicación y marketing.
Los estudios etnográficos son una invaluable herramienta de investigación pues con ella no dependemos de que el consumidor exprese verbalmente sus necesidades y deseos si no que podemos atestiguar su comportamiento dentro de un contexto y situación determinados.
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Kritika Khullar
This method focus on understanding consumer behavior in their natural environment. Researchers immerse themselves in participants' daily lives, observing and interacting with them to gain deep insights into their routines, habits, and cultural contexts. This method provides a holistic view of how products or services fit into consumers' lives, revealing behaviors and needs that might not surface in artificial settings. While ethnographic studies are time-intensive and require skilled researchers to interpret complex data, they offer unparalleled depth and authenticity in understanding consumer motivations and decision-making processes.
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Wilson Nieto Aguilar
Docente universitario y emprendedor digital
La etnografía emerge como una herramienta esencial que los profesionales del ámbito comercial deben dominar y aplicar de manera rutinaria. Su capacidad nos permite no solo comprender los fenómenos que acontecen en el mercado, sino también su repercusión en la sociedad. Al identificar estos fenómenos, podemos valernos de otras herramientas cualitativas para profundizar en el análisis y, de esta manera, deducir con mayor precisión el comportamiento del consumidor.
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Germán Giraldo Correa
Co-Founder Flyboost | ex CMO WOM, Claro, Samsung, Bavaria
Este es un estudio que me encanta porque estudia el consumidor en su hábitat, encontrando insights profundos! Con esta metodología es dónde se han encontrado grandes hallazgos para el desarrollo de nuevos productos, es perfecto para las innovaciones!
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Jaime Biencinto
Research | CX/UX | Qualitative Insights | Brand
La etnografía es una herramienta muy útil cuando la hipótesis de partida es que la observación contextual va a ofrecernos conocimientos significativos para los objetivos de la investigación.
Online communities are virtual spaces where consumers gather to discuss shared interests, including products and brands. This qualitative research service leverages the connectivity of the internet to engage with participants over extended periods, fostering deeper relationships and ongoing dialogue. The spontaneous and organic conversations that occur within online communities can reveal trends, sentiments, and the cultural context influencing consumer behavior.
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Tulegen Darbassov
Global Marketing Coordinator at QS
Sentiment gathering is OK, but I would suggest a formal approach to probing those communities deeper due to high exposure to trolls and review bombing. Regular survey forms can still work.
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Dr Priyanka Randev
Ph.D | UX & Market Research | Leader | Trainer | Collaborator|
In an online community setup, thoughts are often expressed immediately after an experience. However, participants with limited experience may contribute without much depth. Additionally, opinions expressed can be transient, and secondary questioning may not always validate earlier statements. Moreover, community platforms themselves lack a structured format for in-depth probing
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Yeny Chavez Green
Docente/ Investigadora universitaria
Son útiles para entender el comportamiento y las opiniones de los consumidores en un entorno digital natural, sin presencia directa de un invetsigador, además de generar una gran cantidad de datos cualitativos en tiempo real. Las considero muy valiosas para seguimientos a largo plazo, donde se monitorea cómo cambian las opiniones, sentimientos y comportamientos de los consumidores a lo largo del tiempo. Esto es algo que es más difícil de lograr con métodos tradicionales como los grupos focales o las entrevistas a profundidad, que suelen ofrecer una visión más estática y limitada en el tiempo.
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Juan Bazurto
Business Development Representative | BDR | SDR | SaaS | FSO | Inbound/Outbound | Marketing |
Online communities are more relevant than ever because of the unique benefit of giving everyone one a voice. Brands are turning their marketing and advertising efforts into being relevant within its customers by being present in social media in an organic way, rather than imposing advertising or brand activation massively
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Sourav Kumar S.
Deloitte | BESC'22 | Aspire Alumni
While online communities can be beneficial in knowing consumer behaviour but there is a major concern for the narrative to bend according to the bias prevalent already or arising due to numerous reasons. Anonymous communities like reddit and it's likes, where audience have a chance to not give faces to their names could drive the narrative according to their bias which could affect the review of certain products and thereby influencing consumer behaviour. So sometimes online communities might not be that reliable.
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Patricia E. Machado
User Experience Researcher @ Genentech | Ex-Meta, Ford | Empowering Creativity and Innovation
Ethnography of online communities is a method that can help in accessing hard-to-reach participants and overcome geography limitations. It is key to assess what specific online community will be selected to support the study goals and methodological framework. Make sure to select an analysis method that supports the methodological approach.
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Saleh Md. Arman
Doctoral Researcher in Circular Economy, Ethical Consumption, and Sustainable Development,
Researchers might use online interviews, surveys, and discussion forums to engage with participants over several months. This extended engagement would allow them to track how participants' experiences and perceptions change over time, providing a richer and more comprehensive understanding of the impact of remote work on their lives. In summary, leveraging the connectivity of the internet for qualitative research allows for prolonged engagement, fostering deeper relationships and continuous dialogue with participants. This approach enhances the depth and quality of the insights gathered, particularly useful for exploring complex and evolving issues.
Diary studies involve participants keeping a record of their experiences, thoughts, and feelings over a set period. This qualitative research service collects longitudinal data, providing insights into how consumer behavior evolves over time. Diary entries can capture in-the-moment reactions and decision-making processes that are difficult to recall after the fact, offering a window into the consumer's journey.
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Servio Correa Macías
Competencias directivas, comunicación y marketing.
Este tipo de estudios son muy valiosos sobre todo porque proporcionan una visión de los cambios en patrones de comportamiento; algo que es muy difícil de lograr con las otras técnicas que tienen un carácter transversal.
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Dr Priyanka Randev
Ph.D | UX & Market Research | Leader | Trainer | Collaborator|
his method of data collection is highly effective, but its success heavily relies on regular updates. Researchers must exercise personal judgment and draw from experience on how to encourage participant contribution without being intrusive.
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Biba Allarakia
N-lightening Hearts & Minds
Undervalued tool. Designed well and analyzed throughly it can lead to some powerful insights. I have experimented with giving consumers drawing pads and even colours for text/image diaries and found them to be very effective.
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Patricia E. Machado
User Experience Researcher @ Genentech | Ex-Meta, Ford | Empowering Creativity and Innovation
El estudio de diarios o "Diary Studies" es un método ideal para estudiar percepción y emoción, brindando acceso parcial al mundo interno de los participantes, aunque no siempre al porqué de sus acciones. Captura experiencias y emociones cotidianas con todas sus variaciones, ofreciendo un espacio para reflexionar autónomamente. Es útil para acceder a participantes en lugares de difícil acceso y estudiar cambios a lo largo del tiempo (método longitudinal) Debe diseñarse cuidadosamente, el propósito y formato son cruciales para proporcionar estructura. Considera el riesgo de sobrecargar a los participantes y asegura la privacidad de los diarios y es un método puede generar un gran volumen de datos, pero es un método maravilloso!
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Saleh Md. Arman
Doctoral Researcher in Circular Economy, Ethical Consumption, and Sustainable Development,
A diary study aims to understand remote workers' daily lives during a pandemic. Participants might be asked to log entries about their work routines, challenges faced, interactions with colleagues, and work-life balance over several months. This data would provide valuable insights into remote work's evolving nature, benefits, and challenges. Diary studies are a powerful method for collecting detailed, longitudinal data directly from participants, providing valuable insights into their everyday experiences and behaviours. While they offer rich, contextual data, they also come with challenges related to participant burden and data management.
Projective techniques use indirect methods to uncover underlying motivations, beliefs, and attitudes that consumers may not be consciously aware of or may be reluctant to express directly. This qualitative research service includes tools like word association, sentence completion, and storytelling exercises. These techniques can tap into deeper emotional undercurrents and reveal hidden aspects of consumer behavior that are integral to shaping your marketing approach.
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Tulegen Darbassov
Global Marketing Coordinator at QS
If emotional undercurrents are valid then asking to imagine a product user portrait is a helpful addition to the listed techniques.
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Servio Correa Macías
Competencias directivas, comunicación y marketing.
Me ha funcionado muy bien utilizar las técnicas proyectivas dentro del focus group; casi nunca las he utilizado como única técnica de investigación.
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Kritika Khullar
It is used to uncover deep-seated thoughts, feelings, and motivations that consumers may not readily express. By using indirect prompts like word association, picture interpretation, or storytelling, these techniques encourage participants to project their subconscious attitudes onto ambiguous stimuli. This helps reveal underlying emotions, desires, and perceptions that influence behavior. Projective techniques are valuable for exploring sensitive topics and gaining insights into complex psychological drivers. Though interpretation requires expertise, these methods provide a richer understanding of consumer behavior beyond surface-level responses.
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Ala’ Al-Amad
Social Writer|Sociologist| Marketing Researcher| Learner| Passionate| Ammanist
The projective techniques can be reflected and used through qualitative research methods such as focus groups, in-depth interviews and rest of methods. It can be applied through the discussion guide, there are variety of projective techniques ways that help us to reveal the underlying feelings, emotions, and brand preferences for example we can ask the participants: If brand X is a human being how can you describe them? Then prober probing will be shared after giving the participants sufficient time to share their spontaneous answers, we can dig deeper and probe about gender, age, lifestyle, hobbies…etc.
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Jaime Biencinto
Research | CX/UX | Qualitative Insights | Brand
Las técnicas proyectivas son especialmente útiles cuando necesitas explorar futuros o cuando quieres ir más allá del AS IS. Es una buena herramienta para "estresar" el discurso pidiéndole que salte de lo existente; de lo real; a lo deseable.
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Hugo Cornejo Villena
Especialista en Investigación de Mercados, Marketing y Analítica de Datos | Más de 20 Años de Experiencia | Docente Universitario y Estudiante de DBA | Apasionado por la Psicología del Consumidor
El uso de técnicas proyectivas resulta beneficioso, ya que al preguntar directamente a los consumidores sobre sus sentimientos hacia una marca o producto, no podemos estar seguros de que sus respuestas reflejen sus verdaderos sentimientos. Esto se debe a que al expresar sus preferencias, pasan por el filtro de la razón, las palabras y el pensamiento. Factores como intereses personales, imagen, valores, prejuicios y cultura individual, así como la propia emoción, pueden afectar la sinceridad de la respuesta
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Alan Hale
Consulting and V.o.C. research in b2b markets leading to insight and actionable strategies and tactics. Providing marketing research for b2b. This makes market research actionable and enables better business decisions
Focus groups. Ethnography following the user around.in depth interviews for b2b, either in person or on the phone. Journaling can also be very useful.
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Brian Sherwood
I’m probably too literal on these things. I don’t believe there is a BEST methodology overall. I think there’s a best methodology given a client’s information needs, budget and access to a respondent pool. All of the above are great for different things. And within them, there are also variations (virtual/in person/over the phone). The important thing is connecting with a target customer in a deeper way to understand what they think, the reasons why, and how it influences their behaviors. This is less about measuring per se, and more about identifying motivations, reasoning, and even teasing out serendipity moments - new game changer innovations, etc.
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Niclas Debois
Director, Project Management & Research Ops - Attention, Consumer Behaviour, Market Research & People - Predicting Consumer Behavior with Science!
Attention and Implicit Research. These types of research gives you metrics on consumer behavior like never before. You now understand not only if your consumer notice your brand, product etc, but also reveiling there immediate emotional associations and memory! That's next level, and something no CTR or focus group can give you insights on!
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Servio Correa Macías
Competencias directivas, comunicación y marketing.
El proceso de investigación debe ser “triangulado” es decir no depender de una sola técnica de investigación; creo que en los actuales momentos esa necesidad es más imperiosa; “comprender al consumidor” necesariamente implica adoptar diversas técnicas ya sean cualitativas o cuantitativas además de big data, neurociencia, entre otros.
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Kristiane M.
Ethics, Governance and Communications Specialist.
Data manipulation of CRM data. Look for spikes in different data categories and then research if a specific event happened at that time, or any demographic or location based correlation. This relies on having a good CRM database that holds all relevant data. You can consider using an electronic survey as well.
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Vinusha Kannan
LinkedIn Top Teaching Voice; Making Psychology Click: Engaging Professor & Learner
Go beyond demographics! Qualitative research delves deeper Apart from the In-Depth Interviews, Focus Groups and Ethnography, I fumbled upon NVivo software's Twitter Analysis feature. Social media analysis with tools like NVivo offers real-time insights: 1. Sentiment Analysis: Uncover % of positive, negative, & neutral sentiment on Twitter (brands, products, people). 2. Demographic Insights: Identify key demographics associated with specific opinions for a more nuanced audience understanding. Qualitative research empowers you: 1. Develop targeted marketing strategies. 2. Refine customer experiences. 3. Build stronger brand loyalty. Choose the service that best fits your needs & target audience. #consumerbehavior #qualresearch #marketing
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Adela Alonso Alonso
I think most of these points (if they’re dimensioned enough to actually provide useful data) are mainly used in academic research Unsure whom this article is directed towards but I would mention things like ; - Eye-tracking technology and online behavior applications/solutions : allows to understand how customers behave on an online environment - A/B testing - embedded randomized rating - engaging most of engaged users …
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Adwait Taneja
Business Consultant Intern- EY Parthenon | BIMTECH'25 | PGDM- International Business- Marketing | Ex Intern- Buzzaar | ICICI Securities | TATA AIA | Byju's | Executive member- SPOCO (Sports Conduit) |
International-Morpace: Now part of Escalent, this company provides qualitative research services including focus groups, ethnographies, and in-depth interviews. They focus on delivering actionable insights into consumer behavior and decision-making processes.
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Alícia Ribeiro
Propagandista Médico | Propagandista | Representante de Vendas Médica | Propagandista Vendedor | Consultor de Negócios | Consultor Médico com MBA em Gestão Comercial e Vendas
Grandes organizações realizam pesquisas qualitativas com o objetivo de tomar decisões com base nas tendências do mercado, identificar seu público-alvo e entender suas necessidades e preferências em relação a um produto ou serviço. Você também pode fazer isso!
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Biba Allarakia
N-lightening Hearts & Minds
A thorough discussions within the team internally and then with the supplier is very important to select the right set of tools for each study to meet the objectives of a particular project.
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