Continuous or ad-hoc research: which to use in each business phase?
5 min read
In an increasingly dynamic market, making data-driven decisions has ceased to be a competitive differentiator and has become a strategic necessity. In this scenario, when it comes to market research, a very common question arises among companies and intelligence teams: should I invest in ad-hoc research or in continuous monitoring?
The truth is that there is no single answer. The choice between one model or another depends directly on your brand's current stage, the type of information being sought, and, most importantly, the strategic objective behind the data collection. Therefore, understanding the differences between these two research formats is essential to know how, when, and why to apply them, and thus extract the maximum possible value from each generated data point.
What is ad-hoc research?
Ad-hoc research, in turn, is conducted at a specific moment, focusing on answering a clear and immediate question or need. Generally, it is used when the company needs a quick and objective snapshot. Among the main examples are:
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Testing the effectiveness of an advertising campaign;
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Assessing the acceptance of a new product before launch;
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Understanding recent consumer behavior, especially in changing scenarios;
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Quickly investigating a sales drop or a possible change in brand perception.
In general, because it is more focused, ad-hoc research usually has a short deadline, a well-defined audience, and a direct objective. Therefore, it is ideal for quick diagnoses and specific validations that help make decisions with agility.
When to use ad-hoc research?
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Product or service launches
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Ad-hoc competitor analysis
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Concept or campaign testing
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Post-event surveys
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Soundings for immediate decision-making
What is continuous research?
On the other hand, continuous research primarily aims to monitor indicators over time. Unlike ad-hoc research, it does not merely seek to answer a specific question. Instead, its focus is on consistently tracking the evolution of perceptions, habits, and behavioral trends. For this reason, it is a model especially suitable for companies that wish to maintain a real-time view of their audience and market.
Among the most common application examples are:
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Brand tracking, which allows monitoring the evolution of positioning;
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Constant monitoring of customer satisfaction, as in the case of continuous NPS;
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Tracking institutional reputation across different channels and moments;
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Continuous reading of consumption trends by category, allowing proactive action;
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Recurring measurement of advertising recall, essential for long-term campaigns.
Thus, continuous research becomes a strategic ally for data-driven decisions throughout the brand's lifecycle.
When to use continuous research?
Continuous research is ideal for companies that need to constantly monitor the market and make decisions based on updated data. Therefore, it is especially recommended for:
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Growing brands that need to track their positioning over time.
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Businesses that want to react quickly to market changes.
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Data-driven organizations, focused on continuous improvement.
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Companies with a strong media presence, to assess continuous impact.
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Startups in constant validation of product-market fit.
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Businesses with high customer churn, to understand real-time satisfaction.
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Highly competitive sectors, where monitoring competition is fundamental.
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Companies regularly launching new products, to capture trends and adjust strategies.
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Continuous or ad-hoc research: which to choose?
The choice between continuous or ad-hoc research generally depends on three main factors:
1. Objective
First, it is necessary to understand the purpose of the research. If the focus is on resolving a specific doubt, making an immediate decision, or validating a specific hypothesis, then the best path is to opt for ad-hoc research. On the other hand, if the intention is to track a trend over time or measure the evolution of perceptions and indicators, continuous research becomes more appropriate.
2. Available resources
In addition, resources also directly influence the choice. Continuous research, by its nature, requires more robust planning, the use of monitoring platforms, and a recurring budget. In contrast, ad-hoc research is generally leaner, demands less structure, and can be conducted on demand, according to the current need.
3. Business stage
Finally, the company's current stage must also be considered. Companies in the initial phase, or operating with a more limited budget, tend to start with ad-hoc research to obtain quick and objective insights. More consolidated brands, or those with structured marketing strategies and a data-driven culture, tend to benefit more from continuous research, capable of providing a real-time view of the market.
The best answer: combine both models
Instead of exclusively opting for one model or the other, the most recommended approach is, in fact, to strategically combine both formats. While continuous research helps maintain the pulse of the market and consumers over time, ad-hoc research, in turn, comes into play whenever a specific need arises, an urgent question, or a scenario that requires a quick diagnosis.
In this way, the company can be simultaneously proactive and reactive: on the one hand, anticipating movements and trends based on consistent data; on the other, responding with agility and precision to specific challenges, behavioral changes, or short-term decisions. In other words, combining both formats offers a more complete, secure, and strategic view of the scenario in which the brand operates.
Research sample. Tips for defining the perfect sample
Conclusion
Both continuous and ad-hoc research play fundamental roles in decision-making. However, more important than choosing between one or the other is, first and foremost, understanding when and why to apply them. Each format has its advantages and, when used complementarily, they enhance the generation of relevant insights.
Furthermore, companies that structure their research with clarity, regularity, and consistency tend to build a lasting competitive advantage. As a result, they make more accurate decisions, adjust their strategies with greater agility, and establish stronger — and more lasting — connections with their audiences.
Finally, if the intention is to ensure that the next research delivers truly reliable and representative data, it is essential to have a qualified panel. After all, only with a well-selected audience is it possible to obtain solid, actionable results aligned with the business's strategic objectives.
Need research with a respondent sample? Count on Painel TAP.
Behind Painel TAP is a team passionate about data and insight generation, who finds in each project a challenge to seek the best and fastest solution for the most diverse types of needs and demands in online research and market investigation.
