Business leaders strategizing on a market chessboard

Decoding Market Moves: How Competitive Sensemaking Drives Business Strategy

"Go beyond basic analysis—understand how your company's interpretations shape success."


Ever wonder why some companies anticipate market shifts while others are caught off guard? Or why competitors in the same industry can have wildly different interpretations of the landscape? The answer lies in something called 'competitive sensemaking.'

Competitive sensemaking is the process through which companies perceive, interpret, and respond to the actions of their rivals and the broader market. It's a socio-cognitive skill that goes beyond simple data analysis—it shapes how businesses understand their relationships, spot opportunities, and ultimately create value.

This article dives deep into the concept of competitive sensemaking, drawing on research to explain the cognitive processes that drive strategic decision-making. Learn how to enhance your company's ability to 'read' the market and turn insights into a competitive advantage.

AI Search Multiple angles on this topic

Measuring the Impact of Competitive Intelligence

Competitive intelligence is increasingly treated as a measurable driver of business performance. Statistics roundups compiled for 2026 track the global competitive intelligence market size and document adoption rates by company size and sector, alongside win-rate improvement benchmarks, sales-effectiveness lift, and the competitive-price information firms now rely on. The same figures highlight how AI is being integrated into competitive analysis and how SEO competitive gaps translate into measurable impact for businesses. Two separately published statistic compilations agree on these broad headline categories — market size, adoption, and win-rate outcomes — making them among the better-supported figures currently available.

The Snapshot Problem in Conventional Analysis

A conventional competitive analysis typically compares competitors' prices, features, and market shares side by side in a table — an exercise that critics argue produces a snapshot rather than a strategic instrument. Standard frameworks remain widely used because they help clarify market position, yet they carry known limitations, especially in dynamic markets where conditions shift faster than the analysis cycle. The emphasis on structured comparison tends to flatten strategy into feature-checking and underplay the interpretive work that converts raw data into decisions. Accordingly, commentators recommend more dynamic, comprehensive approaches that treat analysis as an ongoing process.

From Ancient Strategy to Porter's Framework

Modern competitive strategy is usually traced to Michael Porter's seminal 1980 work, which emphasized market structure and competitive forces and introduced the Five Forces model — the framework most credited with establishing strategic management as a distinct field. The concept itself is far older: the term 'strategy' dates back to the ancient Greeks, for whom it meant a chief magistrate or military commander in chief, an origin that underscores strategy's long association with competition and command. Market share analysis, a cornerstone of competitive intelligence, also has roots reaching back several decades, with early applications quietly shaping how businesses gauge their position against rivals. Together these threads show a field that built its modern toolkit around the 1980s while drawing on much older traditions.

The Four Cornerstones of Competitive Sensemaking

Business leaders strategizing on a market chessboard

According to research, four key cognitive processes underpin effective competitive sensemaking:

Each of these components plays a crucial role in shaping how companies understand their competitive environment and make strategic decisions.

  • Mental Time Travel: It is the ability to analyze past trends and project them into the future.
  • Comparability: It involves identifying key similarities and differences between market actors and products.
  • Counterfactual Reasoning: It explores alternative scenarios and 'what if' possibilities.
  • Storytelling: Storytelling weaves these elements into a cohesive narrative that guides action.
AI Search Multiple angles on this topic

What Current Research Shows About CI and Execution

Recent research positions competitive intelligence as the systematic collection and analysis of data about competitors, market trends, and consumer behavior, enabling firms to make informed strategic decisions, anticipate disruptions, and identify emerging opportunities. Studies testing the link between competitive intelligence and execution report that when its dimensions — technological, strategic, product, market, and competitor — are combined, they show a positive relationship with strategy implementation. Related work aims to enhance the accuracy and efficiency of corporate strategic decision-making in rapidly changing, highly competitive market environments. The field's research community continues to publish actively across market research and competitive intelligence, indicating sustained academic attention as well as practical relevance.

Where Competitive Sensemaking Falls Short

Despite its prominence, competitive sensemaking does not guarantee strategic success, and any honest account should acknowledge where it falls short. Analyses can misread fast-moving markets, confuse observation with foresight, or produce insight that never translates into action because the underlying data lags reality. Competitive analyses also carry human biases: analysts tend to over-weight familiar rivals while missing new entrants and adjacent substitutes that reshape the field. As a result, competitive analysis is best treated as an input to judgment rather than a substitute for it, with outcomes depending heavily on how rigorously and continuously the insights are applied.

How Comparative Analysis Sharpens the Competitive Picture

The purpose of competitive analysis is to identify market gaps, compare performance, and find opportunities to improve product, marketing, and customer experience — whether that means outdoing rivals or simply locating open space. Comparative analysis brings analytical rigor, consistency, and interpretive depth to this process by systematically weighing each competitor's apparent objectives, resources, competitive moves, strengths, and weaknesses against the market structure. Evaluations typically run across product or service features, pricing models, marketing tactics, customer targeting, and overall market positioning, with a practical starting point at competitors' websites and social channels, where digital touchpoints are most observable. Done well, the output is not a mere rank-ordering of rivals but a clarified sense of who the competitors are and where the leverage points for a response actually sit.

Let’s explore each of these components:

Sharpening Your Competitive Edge

Competitive sensemaking isn't just an academic concept—it's a practical skill that can be honed and applied. By understanding these underlying cognitive processes, businesses can equip themselves to better anticipate market shifts, outmaneuver rivals, and create lasting value. Whether it's through scenario planning, war gaming, or simply encouraging more diverse perspectives, the key is to cultivate a culture of mindful interpretation.

AI Search Multiple angles on this topic

A Field Shifting From Reports to Practice

Taken as a whole, the material on competitive sensemaking points to a field in transition. The core promise — that disciplined attention to competitors sharpens strategy — remains broadly accepted, yet the way that attention is applied is being reworked around faster data, dynamic methods, and a keener awareness of analytical limits. Observers increasingly frame competitive analysis less as a periodic deliverable and more as a continuous practice embedded in decision-making, where competitive signals are weighed alongside the organization's own capabilities and assumptions. The practical lesson that recurs is that competitive intelligence pays off when it is specific, current, and actionable, and degrades quickly when it becomes static or ceremonial.

Better Questions, Not Just More Data

Looking ahead, competitive sensemaking is likely to be reshaped by the continued proliferation of data, the spread of AI-assisted analysis, and the accelerating pace of disruptive competition. Tools that compress collection and comparison cycles may shift analysts' work from gathering facts toward interpreting ambiguity and building scenarios. The frontier, on most plausible readings, lies less in more data and more in better questions — integrating competitor signals with market and customer intelligence in real time. How organizations institutionalize that capability, and how well they resist the bias toward the familiar and the visible, will likely separate competitive analysis that informs from competitive analysis that merely documents.

Structural Forces That Limit Competitive Reading

Competitive sensemaking does not take place in a vacuum, and several structural factors condition how well it works. Markets with heavy regulation, opaque data, or fast industry convergence make rival monitoring harder and more conjectural, while the rise of platform and ecosystem competition blurs the industry boundaries that many analytic frameworks assume. Budget and attention pressures mean many organizations under-invest in continuous scanning and rely on episodic deep dives, even in precisely the sectors where conditions change fastest. These systemic realities argue for humility about what competitive analysis can prove and for triangulating competitor signals with other sources of evidence before acting.

How Firms Actually Put Competitive Intelligence to Work

In practice, competitive sensemaking shows up as applied case work across many sectors, from fintech market analysis in the US and Europe to payment market analysis in Australia and financial services strategy in the digital age, alongside competitor insights in life sciences and recruitment mapping in clinical trials. Case studies describe how organizations examine rivals' strategies, strengths, weaknesses, opportunities, and threats to understand the competitive landscape, spot gaps, and borrow captured best practices. Analysts note that market share analysis is a critical component of strategic decision-making across industries because it reveals competitive position, growth potential, and overall performance. Across these accounts, the common thread is that the human judgment applied to competitive data — not the data itself — determines whether analysis translates into meaningful business impact.

About this Article -

Written with AI assistance from published research, and reviewed by the Mystum team. See our About page for more information.

This article is based on research published under:

DOI-LINK: 10.1287/stsc.2018.0069, Alternate LINK

Title: Competitive Sensemaking In Value Creation And Capture

Subject: Management of Technology and Innovation

Journal: Strategy Science

Publisher: Institute for Operations Research and the Management Sciences (INFORMS)

Authors: Gino Cattani, Daniel Sands, Joe Porac, Jason Greenberg

Published: 2018-12-01

Everything You Need To Know

1

What is 'competitive sensemaking' and why is it important for businesses?

'Competitive sensemaking' is how companies perceive, interpret, and respond to rivals and the market. It's vital because it shapes how businesses understand relationships, spot opportunities, and create value, going beyond simple data analysis. Without competitive sensemaking a company will likely be caught off guard from market shifts.

2

What are the four cornerstones of 'competitive sensemaking'?

The four key cognitive processes underpinning 'competitive sensemaking' are: 'Mental Time Travel,' which analyzes past trends to predict the future; 'Comparability,' which identifies similarities and differences between market actors and products; 'Counterfactual Reasoning,' which explores alternative scenarios; and 'Storytelling,' which weaves these elements into a narrative to guide action.

3

How does 'Mental Time Travel' contribute to a company's strategic decision-making?

'Mental Time Travel' contributes by enabling companies to analyze past market trends and project them into the future. This allows for anticipation of potential shifts and proactive strategic adjustments. This cornerstone of competitive sensemaking allows leaders to anticipate change with a future forward view by studying trends.

4

In what ways can 'Counterfactual Reasoning' benefit a company's 'competitive sensemaking' process?

'Counterfactual Reasoning' enhances 'competitive sensemaking' by encouraging the exploration of alternative scenarios and 'what if' possibilities. By considering different potential outcomes, companies can better prepare for a range of eventualities and make more robust strategic decisions. Without this, strategic decisions can be shortsighted and prone to disruption.

5

How can businesses sharpen their 'competitive sensemaking' abilities to gain a strategic edge in the market?

Businesses can sharpen 'competitive sensemaking' through scenario planning, war gaming, and encouraging diverse perspectives. These activities cultivate a culture of mindful interpretation, which enables companies to anticipate market shifts, outmaneuver rivals, and create lasting value. Encouraging open discussion of varied interpretations of market signals and competitor actions fosters a more nuanced and strategic approach.

Newsletter Subscribe

Subscribe to get the latest articles and insights directly in your inbox.