Search intelligence is a major and underutilized data source. Here's an article detailing the importance of the topic based on research by David Dubois, a professor at INSEAD.

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Search queries reflect users' immediate concerns and needs. Unlike social media interactions, where behavior can be influenced by public perception, internet searches are private and provide a more candid insight into real intentions.

Listening to searches helps predict consumer needs before they become mainstream trends. This allows companies to adjust their content strategy, develop new products, or improve existing services in anticipation of demand.

Search intelligence is distinguished by its ability to provide highly accurate and comparable data over time. It allows for data analysis at a very granular level, often down to the individual keyword level.

Search data can be analyzed over long periods of time, allowing for the detection of seasonal patterns or responses to global events. Search engines like Google store historical data that allows for comparisons of the volume and nature of searches over time.

Search intelligence also allows for the correlation of search trends with external events, such as product launches, communication campaigns, or regulatory changes, thus providing a comprehensive view of the impact of these events on public behavior. This correlation helps to understand not only the "what" but also the "why" behind search trends. Search intelligence is a major and underutilized data source. Here is an article that details the importance of the subject based on the research of David Dubois, professor at INSEAD.

I will have the pleasure of co-speaking with Arnaud de Baynast of Digital Value at the next Printemps des études on September 27 at 12 p.m. on the uses of query analysis in search engines.

https://www.digitalvalue-insight.com/fr

Digital Value Insights (DVI) is much more powerful than Google Trends for analyzing consumer intentions and understanding market dynamics. Here are the key differences:

• Multi-channel Data Source Unlike Google Trends, which is limited to searches made on Google, DVI integrates data from multiple search engines such as Baidu, Yahoo, Bing, and others. This allows for a more holistic view of consumer intentions, especially in markets where Google is not dominant, such as South Korea or China.
• Data Granularity : DVI offers much finer granularity of data. Where Google Trends provides a relative index without absolute search volumes, DVI provides exact keyword search volumes, allowing for much more precise analysis of trends and consumer behavior.
• Analysis of Intentions : DVI not only allows you to see which keywords are being searched for, but also to analyze these keywords based on the intent behind the search. This approach, closer to the transaction, allows for a better understanding of consumer motivations, compared to Google Trends, which only provides a superficial view of the data.
• Classification and Filtering Capacity : DVI allows you to classify and filter data according to very specific criteria, adapted to the needs of businesses. For example, it can classify searches according to brands, products and intentions.
• Comparison and Extended History : With DVI, users have access to 48 months of historical data, allowing for robust time comparisons and the identification of long-term trends. Google Trends offers a limited view across specific time periods without allowing for as deep historical analysis.
• Actionable Insights : DVI is not only a data analysis tool, but it also integrates consulting services to interpret the data and propose concrete actions. This combination of tool and consulting is designed to answer specific business questions, whereas Google Trends simply offers raw data without contextualization or recommendations.

Google queries are the best examples of “Big Quali” data that I have been able to identify along with reviews (user opinions on e-commerce sites).

In his book France according to Google searches, David Dubois explores how online queries can reveal profound insights into the behaviors and aspirations of French consumers. This book highlights that internet searches are not simply raw data, but a true pulse of society, offering a wealth of crucial information for marketing professionals.

Online searches: a barometer of the attention market

Visualized in time and space, variations in the intensity of online queries thus represent a good measure of what sociologist Gérald Bronner calls "the market of attention"14, in which the keywords would be the values that rise or fall, a bit like the movement of shares on the stock market, depending on the interest of the moment. David Dubois

Dubois describes online searches as a reflection of collective attention, where each keyword represents a fluctuating action in a virtual marketplace. In 2020, French people generated more than 98 billion data points through their Google searches (four queries per day per capita), providing a vast database for businesses seeking to understand emerging trends and behavioral shifts.

As marketers, it's crucial to recognize that this data isn't just a number, but an indicator of what's capturing consumers' attention at any given moment. By analyzing popular keywords, marketers can identify opportunities to adjust their strategies, develop more targeted advertising campaigns, and proactively address market needs.

Insights for Marketing: Understanding Private Behaviors

One of the strengths of Dubois's analysis is its highlighting of the private nature of online searches. Unlike data from social media or surveys, which are often biased by social desirability, Google searches are inherently private acts, offering unfiltered insights into individuals' real interests. For example, while few people would admit to visiting pornographic sites, these topics account for up to 25% of online queries worldwide. This means that search data are particularly valuable for understanding consumers' true concerns and desires, beyond what they express publicly.

For marketers, these insights are critically important. They enable the development of products, services, and advertising messages that authentically resonate with consumers' concerns and interests, often hidden behind social media facades. By understanding these trends, companies can anticipate market needs and adapt their offerings to better meet them.

Digital pulse measurement: a predictive tool

Dubois introduces the idea of measuring the "digital pulse" through online searches. By tracking variations in query intensity, it is possible to predict not only current trends but also future market developments. For example, during the Covid-19 pandemic, searches on smell loss accurately predicted future epidemic peaks, demonstrating the power of search data as a forecasting tool.

To interpret the evolution of searches over time, consider each unit of intensity as a pulse, a packet of digital energy. Relative to a number between 0 and 100, the number of packets for a keyword at a given moment offers a quantified estimate of the digital pulse of this keyword – much like we assess a person's pulse by counting the number of beats per thirty seconds. Similarly, comparing the search intensity levels of different keywords over time and between territories reveals, like an oximeter measuring blood oxygen levels, the composition of this collective energy: which keywords are increasingly or increasingly irrigating our searches? David Dubois

For marketing professionals, this predictive capability is invaluable. By monitoring search trends, companies can identify early warning signals of changes in consumer behavior, adjust their strategies accordingly, and position themselves at the forefront of their respective markets. This data can also inform decisions regarding product development, market segmentation, and ad targeting, making marketing campaigns more effective and relevant.

Flexible analysis for localized insights

One of the most interesting aspects of Dubois's work is the emphasis placed on the flexibility of online search analysis. By varying temporal and geographical perspectives, it is possible to obtain extremely precise and localized insights. This approach allows marketers to understand not only national trends, but also regional and even local specificities.

This dual function of telescope and microscope is due to the possibility of varying the framing and focus of analysis over time (seasonal, annual or daily variations) and in space. This flexibility makes it possible to focus on a country, a region, a department129, or even a city, if the geographical perimeter considered generates a sufficient volume of requests to be analyzed. David Dubois

For example, a company looking to launch a new product can use this data to identify regions where interest in that type of product is growing and focus its marketing efforts in those specific areas. This granularity helps optimize resources and improve campaign ROI.

Conclusion: Leveraging search data for smarter marketing

The work of David Dubois France according to Google searches highlights the enormous potential of search data for marketers. By understanding consumers' real motivations and interests through their online queries, businesses can develop more effective strategies, predict future trends, and connect more authentically with their target audiences.

Online search, as a mirror of society, offers a wealth of insights that, when harnessed correctly, can transform the way businesses approach the marketplace and interact with consumers.

Among the many examples in the book:

Another major reference: Seth Stephens-Davidowitz, Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are, Harper Collins, 2017.

Detailed summary of the document “France according to Google searches”

Introduction

The document "France According to Google Searches" explores cultural, socioeconomic, and political dynamics in France through Google searches. It is an innovative analysis that quantifies the interests and behaviors of French people online.

Chapter 1: Understanding Online Searches

Online research reveals societal transitions and gauges the collective pulse. The method used involves analyzing keywords to identify trends and understand the underlying dynamics in French society.

Chapter 2: The French Divide

This chapter examines the link between online searches and feelings of stress and distrust in France. It highlights the personalization of political life and the rise of tribal behavior. The research allows for the development of measures to assess the psychological state of the French and to visualize tribal behavior through cultural and social practices.

Chapter 3: Cultural Tribes

Cultural consumption in France has evolved with digitization, shifting from tangible goods to dematerialized experiences. Google searches reveal preferences for different musical and film genres, illustrating the transformation of cultural consumption patterns.

Chapter 4: Media Plate Tectonics in the Digital Age

The digital age has profoundly changed influential media. Online research provides a measure of the influence of traditional and new social media. It helps us understand the sociology of their audiences and measure the impact of media personalities.

Chapter 5: The pulse of France during the Covid ordeal

This chapter uses online research to analyze the impact of the Covid-19 pandemic on French society. The research helps detect the onset and spread of symptoms, understand public reactions, and measure acceptance of health responses such as vaccination.

Chapter 6: French Fractures

Online research highlights inequalities, insecurity, and religious dynamics in France. It helps visualize digital divides and understand people's reactions to complex societal issues.

Chapter 7: The France brand

Analyzing Google searches helps understand France's brand awareness nationally and internationally. It reveals local consumer trends and preferences for "Made in France," highlighting a growing interest in local and sustainable products.

Conclusion

Google searches offer a unique window into the behaviors and preferences of the French, providing valuable insights for understanding and anticipating the country's socioeconomic and cultural dynamics. The document illustrates the importance of this data in developing policies and strategies adapted to contemporary realities.

This summary provides an overview of the main points covered in the document, highlighting the contributions of online research to understanding French dynamics.