Strategy without evidence is a guess in a suit. The operating environment of 2026 has stripped most companies of the luxury of confident assumption. Consumer loyalty fractures on a social-media whim, capital is expensive, supply chains are fragile, and the half-life of a competitive advantage keeps shrinking.
In this environment, market research has stopped being a function that informs strategy. It is part of the strategy itself.
The decision-making problem CEOs are openly admitting
The world's largest annual survey of chief executives makes the pressure visible. According to PwC's 29th Global CEO Survey, only 30 percent of CEOs are confident about revenue growth over the next 12 months, down from 38 percent in 2025 and 56 percent in 2022. The biggest concern, reported by 42 percent of those CEOs, is whether their organizations are transforming fast enough to keep pace with technological change.
Confidence is down, while the speed of change is rocketing forwards. The gap between the two is filled by decisions that have to be made anyway. The question is not whether executives will make calls about pricing, positioning, product launches, and market entry. They will. The question is whether those calls are anchored in evidence about what customers actually think, want, and do.
The cost of getting it wrong remains substantial. Nielsen's long-running analysis of consumer packaged goods has reported that roughly 85 percent of new CPG launches fail to survive their first two years on shelf, with only about 15 percent remaining commercially viable past that window. More recent academic research suggest the figure is closer to 35 to 45 percent of products that actually launch, but the directional point holds. The majority of new offerings underperform, and the underperformance is rarely a manufacturing problem.
It is a research problem dressed up as a marketing problem.
What modern market research actually does for strategy
The phrase “market research” tends to evoke clipboards and focus groups behind one-way mirrors. That image is several decades out of date. In a modern strategic context, research performs four distinct jobs.
- It de-risks capital allocation. Before a brand commits to a new category, a packaging redesign, or a market entry, research surfaces the demand signal, the competitive whitespace, and the price-value tradeoffs that the executive team would otherwise debate from intuition.
- It explains anomalies in performance data. Dashboards tell teams what happened. They rarely explain why. When a brand-tracking metric shifts five points in a quarter, finance wants a reason. Research provides one by going back to consumers and asking the question the dashboard cannot answer.
- It challenges the assumptions baked into the strategy. Every plan rests on an audience definition, a category framing, and a competitive set. Each of those is a hypothesis. Treating them as facts is how good companies launch products into markets that no longer exist.
- It builds the evidentiary record that defends the strategy when results lag. Boards and investors are less patient than they were five years ago. A strategy supported by a clear chain of consumer evidence is easier to hold the line on than a strategy supported by conviction alone.
Why the function looks different in 2026
Two structural shifts have changed how research integrates with strategy.
The first is the collapse of the historic tradeoff between depth and scale. For decades, research teams chose between qualitative methods, which produced rich understanding from 20 or 30 interviews, and quantitative methods, which produced statistical confidence from a thousand-respondent survey but stripped out nuance.
AI-moderated interviewing, in which an AI conducts dynamic voice or text conversations with hundreds of respondents in parallel, has begun to dissolve that tradeoff. The 2026 Qualtrics Market Research Trends report, drawing on responses from over 3,000 researchers across 17 countries, found that 95 percent of researchers now use AI tools in some form.
A controlled comparison study published by Research World, the magazine of ESOMAR (the global market research association), found that AI-moderated interviews generated word counts 129 percent higher than equivalent traditional surveys, with markedly higher quality and theme density. Companies that have adopted these methods, including platforms like Alchemic, are running studies with hundreds of respondents in days rather than weeks.
The second shift is the move from episodic research to continuous research. Insights now flow through CRM systems, loyalty programs, and digital touchpoints, creating an always-on view of consumer behavior rather than a quarterly snapshot. Strategy meetings that used to ask “what did the last study say” now ask “what is the data showing this week.”
What this means for executives setting strategy
The practical implication for a CEO, CMO, or insights leader is clear. Research is no longer a department to be consulted late in the strategy cycle. It is the layer of evidence that strategy is built on, and the cadence of that evidence has to match the cadence of decisions being made.
Three principles separate companies that get value from this from companies that do not.
Insight has to lead, not validate. Research used to confirm a decision already made is research wasted. The discipline is to ask the question before the answer is preferred.
Speed and rigor are not opposed. The companies pulling ahead are running studies in days, not months, and using the time saved to ask the next question rather than declare victory and move on.
Evidence has to reach the decision-maker. Insights that live in PowerPoint appendices do not change minds. The teams driving strategic impact are the ones whose findings reach the boardroom in the language the board uses.
Modern market research needs continuous, mixed-methods strategy
The role of market research in modern business strategy is no longer to add a layer of consumer voice to plans that have already been drafted. It is to be the foundation those plans are built on. In a year where 70 percent of CEOs are not confident about their own revenue growth, the organizations that win will be the ones that replace conviction with evidence, and replace one-off evidence with continuous evidence.
Strategy is still about choosing what to do. Market research is what keeps that choice from being a guess.
