Artificial intelligence in market research builds to tsunami

Cimigo
Oct 04, 2017

Artificial intelligence in market research takes manual processes (often analytics) used in market research and automates them.  Artificial intelligence uses algorithms (formulas!) and exponential (growing really fast) processing power.  Artificial intelligence is an overused term that could also described as hyperbole! Essentially for market research, artificial intelligence provides augmented intelligence thereby improving researchers.  It provides faster, mostly better and eventually (once it hits critical mass) cheaper research.

artificial intelligence market research
Artificial intelligence tsunami hits market research

Richard Burrage, Managing Partner, Cimigo presented Cimigo’s journey with artificial intelligence tools for market research at the M2 event.

Artificial intelligence in market research has been building momentum like a wave since the early applications circa 2005.  The growth in market research applications has been the most marked since 2010 and continues to evolve. The real tsunami impact of artificial intelligence on market research is imminent, as the many tools converge and become readily available, at scale, through online platforms.

market research AI
Market research AI at Cimigo

Artificial intelligence commenced with the automation of reporting of longitudinal data or replicated studies in circa 2005.  Firstly eye tracking for shelf, pack and communication tests and secondly facial imaging to read emotional repsonses to stimulus became commercially scalable in 2010.  This is where the interest on the impact of artificial intelligence on market research really came to the fore.

Artificial intelligence spurned a new market research field of social listening circa 2011, as algorithms could be deployed to conduct sentiment analysis on large volumes of open text responses gathered through dredging and scrapping social media.

Between 2012 and 2016 new artificial intelligence market research applications have become more commercially viable (quick and cheap enough) including virtual reality testing environments, predictive analytics  and live dashboards for automated analysis, visualisation and delivery.  Automated sample selection (akin to programmatic online advertising) and survey design have now reached a scale that makes do it yourself research extremely easy, fast and cheap. Happi is an example of automated micro surveys for mobile market research.

Looking ahead Cimigo is currently piloting chat bots for asking surveys as artificial intelligence enables market research surveys to go beyond sentiment analysis to improved forms of language comprehension, placing questions and answers in the context of an ongoing conversation.  These chat bots will evolve into voice virtual interviewers in the coming 36 months.  Artificial intelligence will see market research applications improve advanced pattern recognition, enabling fast analysis of patterns across multiple market research studies to unveil new insights.

The tsunami is building, the impact will be greatest as all the artificial intelligence enabled market research tools converge and become readily accessible through online platforms.  The market research landscape will be redrawn over the coming five years.

View all articles here >>

Vietnam uninterrupted: a twenty-year journey

Mar 18, 2024

Vietnam uninterrupted: a twenty-year journey Review Vietnam’s long-term trends and how consumer

Vietnam PMI March 2024 – manufacturing purchasing managers index

Apr 02, 2024

Production dips for the first time in three months Subdued demand leads to falls in output and new

Listen to me! Consumer immersion meets innovation

Dec 14, 2023

In the fast-paced world of innovation, the race to create the next groundbreaking product is

Hy Vu - Head of Research Department

Cimigo is one of the top research companies in Vietnam that provides very good services and actionable insights. We have the pleasure of working with Cimigo. With extensive knowledge of Vietnamese consumers, Cimigo keeps bringing value to our company. We look forward to working with them in the future.
Cimigo is one of the top research companies in Vietnam that provides very good services and actionable insights. We have the pleasure of working with Cimigo. With extensive knowledge of Vietnamese consumers, Cimigo keeps bringing value to our company. We look forward to working with them in the future.

Joe Nelson - New Zealand Consulate General

The research provided by Cimigo provided our clients with very specific insights into consumer behaviour in Viet Nam. What I liked was the way Cimigo interpreted these insights to develop a clear call to action for our clients, which they are responding to with confidence.
The research provided by Cimigo provided our clients with very specific insights into consumer behaviour in Viet Nam. What I liked was the way Cimigo interpreted these insights to develop a clear call to action for our clients, which they are responding to with confidence.

Steve Kretschmer - Executive Director

Cimigo conducted a large, nationally representative demand forecasting study in Vietnam for us, including a discreet choice component, to assess demand for potential new male contraceptives in development to support funding decisions by The Bill & Melinda Gates Foundation. The research was additionally complex by linking interviews with men and separate interviews with their female partners. The Cimigo team was were professional, knowledgeable and adaptive through the process of understanding our needs and collaborating to find solutions that would work, resulting in a very successful study.
Cimigo conducted a large, nationally representative demand forecasting study in Vietnam for us, including a discreet choice component, to assess demand for potential new male contraceptives in development to support funding decisions by The Bill & Melinda Gates Foundation. The research was additionally complex by linking interviews with men and separate interviews with their female partners. The Cimigo team was were professional, knowledgeable and adaptive through the process of understanding our needs and collaborating to find solutions that would work, resulting in a very successful study.

York Spencer - Global Marketing Director

I've had the pleasure to work with Richard and Cimigo over many years and across multiple markets. Cimigo was a key partner in our business decision making process including market entry strategy, brand positioning development, shopper insights, brand equity tracking, and consumer need state segmentation development. The Cimigo team are local market experts who understand consumer culture like no other. I would highly recommend them.
I've had the pleasure to work with Richard and Cimigo over many years and across multiple markets. Cimigo was a key partner in our business decision making process including market entry strategy, brand positioning development, shopper insights, brand equity tracking, and consumer need state segmentation development. The Cimigo team are local market experts who understand consumer culture like no other. I would highly recommend them.

Laura Baines - Programmes Snr Manager

Cimigo is our go-to agency in Indonesia. They're great collaborators, work hard to meet our deliverables, and are a joy to work with.
Cimigo is our go-to agency in Indonesia. They're great collaborators, work hard to meet our deliverables, and are a joy to work with.

Mai Trang - Brand Manager of Romano

Cimigo is the research agency that I appreciate for their expertise and customer service. Cimigo understand well the business context for each of project hence they can design the research to best fit with the objectives. The optimization on methodologies, sample size and questionnaire bring the value to the projects I have worked with them. Cimigo can go beyond data and give me valuable insights for each of research projects based on their knowledge and experience with the industry. All of these support me well to navigate the brand strategy in short term and long term.
Cimigo is the research agency that I appreciate for their expertise and customer service. Cimigo understand well the business context for each of project hence they can design the research to best fit with the objectives. The optimization on methodologies, sample size and questionnaire bring the value to the projects I have worked with them. Cimigo can go beyond data and give me valuable insights for each of research projects based on their knowledge and experience with the industry. All of these support me well to navigate the brand strategy in short term and long term.

Hanh Dang - Product Marketing Manager

We partnered with Cimigo on assessing TET campaign launch focusing on improving booking through our platform. Cimigo, provided its customized campaign evaluation technique based on Cimigo Online Communities that fully meets our requirement in terms of type of respondents and expected timelines. The report provided insightful findings with benchmarks to identify the next course of action for launching the campaign. We will recommend Cimigo team and its Online communities for its quality reporting and scale of coverage.
We partnered with Cimigo on assessing TET campaign launch focusing on improving booking through our platform. Cimigo, provided its customized campaign evaluation technique based on Cimigo Online Communities that fully meets our requirement in terms of type of respondents and expected timelines. The report provided insightful findings with benchmarks to identify the next course of action for launching the campaign. We will recommend Cimigo team and its Online communities for its quality reporting and scale of coverage.

Luan Nguyen - Market Research Team Leader

Cimigo is a market research company with many experienced and knowledgeable experts that I have collaborated with. I absolutely trust their service quality.
Cimigo is a market research company with many experienced and knowledgeable experts that I have collaborated with. I absolutely trust their service quality.

Max Lee - Project Manager

Cido have worked with Cimigo in Vietnam for more than 10 years. All our projects, both qualitative and quantitative, have been delivered in a timely manner with a high standard of quality throughout. Cimigo’s client service team has provided great support over the years which has ensured smooth project execution and helped us to deliver work on time and exceed our client’s expectations.
Cido have worked with Cimigo in Vietnam for more than 10 years. All our projects, both qualitative and quantitative, have been delivered in a timely manner with a high standard of quality throughout. Cimigo’s client service team has provided great support over the years which has ensured smooth project execution and helped us to deliver work on time and exceed our client’s expectations.

Chris Elkin - Founder

I have partnered with Cimigo over the past 15 years. Most recently Cimigo engaged us to collaborate on an unusually tough new product development project, which was akin to selling ice to Eskimos. Cimigo bought alive the consumer, her shopping journey, her cooking rituals and potential brand promises. Cimigo inspired our creative team to build alternate brand propositions and accompanying package designs. Cimigo then went back to consumers to evaluate, iterate and optimise these in focus groups. The Doodle team were able to observe this process and subtly adjust the expression of the brand between focus groups. The result of this great collaboration was a winning brand proposition and packaging design that hit consumer needs head on whilst appealing to their hearts.
I have partnered with Cimigo over the past 15 years. Most recently Cimigo engaged us to collaborate on an unusually tough new product development project, which was akin to selling ice to Eskimos. Cimigo bought alive the consumer, her shopping journey, her cooking rituals and potential brand promises. Cimigo inspired our creative team to build alternate brand propositions and accompanying package designs. Cimigo then went back to consumers to evaluate, iterate and optimise these in focus groups. The Doodle team were able to observe this process and subtly adjust the expression of the brand between focus groups. The result of this great collaboration was a winning brand proposition and packaging design that hit consumer needs head on whilst appealing to their hearts.

Ronald Reagan - Deputy Group Head After Sales & CS Operation

We have worked together with Cimigo many times. The findings from Cimigo are factual, accurate & reliable. They deliver value from the voice of our customer so we can easily determine the next step. Working with Cimigo feels like not only building a partnership but a sense of family. Very amazing to work with Cimigo, they always go beyond our expectations.
We have worked together with Cimigo many times. The findings from Cimigo are factual, accurate & reliable. They deliver value from the voice of our customer so we can easily determine the next step. Working with Cimigo feels like not only building a partnership but a sense of family. Very amazing to work with Cimigo, they always go beyond our expectations.

Chad Ovel - Partner

Cimigo digs deep to understand the key issues we need to address. Then, they quickly customize a highly suitable research approach to provide us the insights we need to achieve our breakthrough business targets. From tough questions to aha answers in just a few easy conversations!
Cimigo digs deep to understand the key issues we need to address. Then, they quickly customize a highly suitable research approach to provide us the insights we need to achieve our breakthrough business targets. From tough questions to aha answers in just a few easy conversations!

Private English Language Schools - Chief Executive Officer

Our relationship with Cimigo goes back many years. We engaged Cimigo to provide an independent view on what our customers and potential customers think of our company. The insights from Cimigo were very helpful for us to better understand the Vietnam market and also in developing our brand manifesto.
Our relationship with Cimigo goes back many years. We engaged Cimigo to provide an independent view on what our customers and potential customers think of our company. The insights from Cimigo were very helpful for us to better understand the Vietnam market and also in developing our brand manifesto.

Rick Reid - Creative Director

As a creative director I have used the services of Cimigo for the past 15 years when developing communications, so I know their style, innovations and resources well. Most recently we tested copy for print, out of home and digital communications to put an Australian colloquialism into a Vietnamese context. A job and budget so small I felt it was highly likely to fall through the cracks. I was astounded at their incredible response. From their advice and style of how we should present the stimulus material, to their cross-reference manoeuvres used in the testing. Their over-delivering response, was to an embarrassing level. We walked away with a clear winner and could present back to our client with confidence and clarity. Cimigo made us look great. Plus they even threw in a few extra insights on the awareness and perception of the product in Vietnam.
As a creative director I have used the services of Cimigo for the past 15 years when developing communications, so I know their style, innovations and resources well. Most recently we tested copy for print, out of home and digital communications to put an Australian colloquialism into a Vietnamese context. A job and budget so small I felt it was highly likely to fall through the cracks. I was astounded at their incredible response. From their advice and style of how we should present the stimulus material, to their cross-reference manoeuvres used in the testing. Their over-delivering response, was to an embarrassing level. We walked away with a clear winner and could present back to our client with confidence and clarity. Cimigo made us look great. Plus they even threw in a few extra insights on the awareness and perception of the product in Vietnam.

Janine Katzberg - Projects Director

I want to thank you again for your help and the great job the Cimigo team did in the home appliance project! The moderation was super and organisation upfront was also perfect.
I want to thank you again for your help and the great job the Cimigo team did in the home appliance project! The moderation was super and organisation upfront was also perfect.

Anya Nipper - Project Coordination Director

It was a great pleasure working with you. Especially a big thank you for your flexibility, quality and brilliant service!
It was a great pleasure working with you. Especially a big thank you for your flexibility, quality and brilliant service!

Dr. Jean-Marcel Guillon - Chief Executive Officer

Cimigo have built and managed both our employee and customer experience programme since 2012. We have a complex suite of services with in-patient, out-patient, surgical, diagnostic, consultative and facilities to account for, all amongst patients who are naturally sensitive regarding their privacy and experience. Yet Cimigo have designed a system to measure customer experience across multiple languages and cultures and direct us in improving this experience. Our net promoter score (NPS) has grown as a direct result of changes implemented based on this direction and continuously listening to patient feedback. The NPS growth correlates directly to new patient numbers and improved profitability, as happier customers drives our business growth.
Cimigo have built and managed both our employee and customer experience programme since 2012. We have a complex suite of services with in-patient, out-patient, surgical, diagnostic, consultative and facilities to account for, all amongst patients who are naturally sensitive regarding their privacy and experience. Yet Cimigo have designed a system to measure customer experience across multiple languages and cultures and direct us in improving this experience. Our net promoter score (NPS) has grown as a direct result of changes implemented based on this direction and continuously listening to patient feedback. The NPS growth correlates directly to new patient numbers and improved profitability, as happier customers drives our business growth.

Joyce - Pricing Manager

We have worked with Cimigo recently and highly recommend them. Cimigo have made great recommendations on the price elasticity.
We have worked with Cimigo recently and highly recommend them. Cimigo have made great recommendations on the price elasticity.

Matt Thwaites - Commercial Director

Cimigo designed a customer experience programme for Coats that reached into Vietnamese, Chinese and Korean customers across various levels of seniority. Cimigo instilled the importance of the voice of the customer within our executive committee. This led to fundamental changes in our structure, services and speed to market. Significant investments were made behind these improvement programmes, for example in reducing delivery times and in managing specialised custom orders, which in turn have led to improved revenue streams and higher margin sales.
Cimigo designed a customer experience programme for Coats that reached into Vietnamese, Chinese and Korean customers across various levels of seniority. Cimigo instilled the importance of the voice of the customer within our executive committee. This led to fundamental changes in our structure, services and speed to market. Significant investments were made behind these improvement programmes, for example in reducing delivery times and in managing specialised custom orders, which in turn have led to improved revenue streams and higher margin sales.

Aashish Kapoor - Head of Marketing

Cimigo - The best “Glocal” market research firm in Vietnam with whom we have developed a great partnership since many years. While the quality of research and findings are of top standard, the added advantage being the local insights that Richard and his team are able to provide in helping us make important decisions.
Cimigo - The best “Glocal” market research firm in Vietnam with whom we have developed a great partnership since many years. While the quality of research and findings are of top standard, the added advantage being the local insights that Richard and his team are able to provide in helping us make important decisions.

Kelly Vo - Founder & Host

I respect Cimigo not only because of their dedication, meticulousness, and high-quality services but also how much they care about the local community here. I proposed the idea of doing a survey with the digital young generation on the topic of social impact and leadership. I wanted to identify, shape, and develop our content so that could really speak to the heart of the problems and empower young Vietnamese to take action on social impact in Vietnam. The Cimigo team agreed pro-bono to help without hesitation. The research findings are truly helpful in providing us a deeper understanding of our targeted audiences, what they need and are concerned about in life. The results show us how we can help them to achieve their goals and dreams. It is no longer a shot in the dark!
I respect Cimigo not only because of their dedication, meticulousness, and high-quality services but also how much they care about the local community here. I proposed the idea of doing a survey with the digital young generation on the topic of social impact and leadership. I wanted to identify, shape, and develop our content so that could really speak to the heart of the problems and empower young Vietnamese to take action on social impact in Vietnam. The Cimigo team agreed pro-bono to help without hesitation. The research findings are truly helpful in providing us a deeper understanding of our targeted audiences, what they need and are concerned about in life. The results show us how we can help them to achieve their goals and dreams. It is no longer a shot in the dark!

Thanyachat Auttanukune - Board of Management

Cimigo consistently carries out researches with international standards and consistently bring about truly mind opening local insights.
Cimigo consistently carries out researches with international standards and consistently bring about truly mind opening local insights.

Hamish Glendinning - Business Lead

Cimigo not only delivered an exceptional piece of qualitative research for us, but provided hugely valuable direction when it came to product development and market positioning which we have since implemented. We can’t wait to work with the team again.
Cimigo not only delivered an exceptional piece of qualitative research for us, but provided hugely valuable direction when it came to product development and market positioning which we have since implemented. We can’t wait to work with the team again.

Thuy Le - Consumer Insight Manager

Pharmacity started a Brand Health Check with Cimigo in 2020 and we were immediately impressed with their great consultancy and supportive spirit. The study had interesting analysis and insights which helped us efficiently shape the marketing plan and direction moving forward. We are now working with Cimigo on a tracking basis to continuously monitor and foster our brand performance.
Pharmacity started a Brand Health Check with Cimigo in 2020 and we were immediately impressed with their great consultancy and supportive spirit. The study had interesting analysis and insights which helped us efficiently shape the marketing plan and direction moving forward. We are now working with Cimigo on a tracking basis to continuously monitor and foster our brand performance.

Richard Willis - Director

When we were looking to develop one of the worlds the leading economic indicator in Vietnam, the Purchasing Managers’ Index™ (PMI®) Cimigo showed an immediate understanding of our needs and showed their understanding of the Vietnamese market. IHS Markit has now been working with Cimigo since 2013. Every month Cimigo continues to provide high quality data, a representative panel, on time data and great customer service. We look forward to many more years of working together.
When we were looking to develop one of the worlds the leading economic indicator in Vietnam, the Purchasing Managers’ Index™ (PMI®) Cimigo showed an immediate understanding of our needs and showed their understanding of the Vietnamese market. IHS Markit has now been working with Cimigo since 2013. Every month Cimigo continues to provide high quality data, a representative panel, on time data and great customer service. We look forward to many more years of working together.

Ha Dinh - Project Lead

I have worked with CIMIGO on educational research for over 4 months. This is extremely impressive to me by the way CIMIGO approaches, cooperating and supporting me during the research launched. Specifically, the design for both qualitative and quantitative research are practical and logical with accurate questionnaires and appropriate interviews methodology for different respondents. Moreover, the outcomes of this research helps us to recognize our opportunities in the current English Language Training Market and understand profoundly our customer needs, behaviours and expectations when sending their children to us.
I have worked with CIMIGO on educational research for over 4 months. This is extremely impressive to me by the way CIMIGO approaches, cooperating and supporting me during the research launched. Specifically, the design for both qualitative and quantitative research are practical and logical with accurate questionnaires and appropriate interviews methodology for different respondents. Moreover, the outcomes of this research helps us to recognize our opportunities in the current English Language Training Market and understand profoundly our customer needs, behaviours and expectations when sending their children to us.

Geert Heestermans - Marketing Director

Cimigo is and will be our strategic research agency. We are happy with your work and the way our projects are handled. You walked the extra mile and we are grateful for that.
Cimigo is and will be our strategic research agency. We are happy with your work and the way our projects are handled. You walked the extra mile and we are grateful for that.

Louise Knox - Consumer Technical Insights

Just to say a huge thank you for all of the film footage. We are absolutely delighted with it all. The Vox Pops are really interesting and have turned out very well – those ladies were great at talking spontaneously. Cimigo did a great job. Thank you for your patience and perseverance with getting this off the ground.
Just to say a huge thank you for all of the film footage. We are absolutely delighted with it all. The Vox Pops are really interesting and have turned out very well – those ladies were great at talking spontaneously. Cimigo did a great job. Thank you for your patience and perseverance with getting this off the ground.

Aimee Shear - Senior Research Executive

We partnered up with the Cimigo team on what was a particularly challenging project – we were faced with numerous timeline delays and logistical concerns – yet Cimigo were incredibly accommodating through their patience, flexibility and commitment. Not only were Cimigo supportive during the set up of our project, but we were really impressed by the outputs delivered – Cimigo were insightful, rich and very comprehensive. Cimigo were brilliant partners to work with and we look forward to working with them again.
We partnered up with the Cimigo team on what was a particularly challenging project – we were faced with numerous timeline delays and logistical concerns – yet Cimigo were incredibly accommodating through their patience, flexibility and commitment. Not only were Cimigo supportive during the set up of our project, but we were really impressed by the outputs delivered – Cimigo were insightful, rich and very comprehensive. Cimigo were brilliant partners to work with and we look forward to working with them again.

Dennis Kurnia - Head of Consumer Insights

Over the last 5 years I have worked with Cimigo on a wide array of projects, ranging from market segmentation to product testing. At all times, I found Cimigo to be swift in response and providing high quality insights and business recommendations applicable to our business. Furthermore, I am satisfied with Cimigo fieldwork quality despite the crunched timeline that we had in some projects. Overall, I highly recommend Cimigo for their professionalism.
Over the last 5 years I have worked with Cimigo on a wide array of projects, ranging from market segmentation to product testing. At all times, I found Cimigo to be swift in response and providing high quality insights and business recommendations applicable to our business. Furthermore, I am satisfied with Cimigo fieldwork quality despite the crunched timeline that we had in some projects. Overall, I highly recommend Cimigo for their professionalism.

Tania Desela - Senior Product Manager

It was a pleasure working with Cimigo. Their expertise in consumer and market research was a significant benefit as they assisted our organization in understanding our market position in more detail and validating our hypothesis in go-to-market strategy. We were more than happy with the findings and would definitely recommend Cimigo.
It was a pleasure working with Cimigo. Their expertise in consumer and market research was a significant benefit as they assisted our organization in understanding our market position in more detail and validating our hypothesis in go-to-market strategy. We were more than happy with the findings and would definitely recommend Cimigo.

Thu Phung - CTI Manager

Cimigo is not the type of agency that "fill in the template", but it's customized as per the needs and expectations of Client. Cimigo makes research interesting by applying new approaches to address the business issue, for example, it's known by default that product test is CLT, but at Cimigo, we did group debate for deeper understandings and insights and that resulted as a winning product which is selling well in the market. Last but not least, Cimigo makes me understand that research is a journey, not just a project."
Cimigo is not the type of agency that "fill in the template", but it's customized as per the needs and expectations of Client. Cimigo makes research interesting by applying new approaches to address the business issue, for example, it's known by default that product test is CLT, but at Cimigo, we did group debate for deeper understandings and insights and that resulted as a winning product which is selling well in the market. Last but not least, Cimigo makes me understand that research is a journey, not just a project."

Linda Yeoh - CMI Manager

We have worked with Cimigo over 2 projects in Vietnam. Cimigo has proven to be reliable being on top of the projects, managing different stakeholders and business objectives. They are flexible in terms of ways of working and are able to cope with last minute changes. The research findings (Quant + Qual) have helped us understand Vietnamese in a deeper level, allowing us to make clear decisions to be successful in the market. Thank you Cimigo team for supporting us.
We have worked with Cimigo over 2 projects in Vietnam. Cimigo has proven to be reliable being on top of the projects, managing different stakeholders and business objectives. They are flexible in terms of ways of working and are able to cope with last minute changes. The research findings (Quant + Qual) have helped us understand Vietnamese in a deeper level, allowing us to make clear decisions to be successful in the market. Thank you Cimigo team for supporting us.