How to do a benchmark analysis for product & competitor insights

Benchmark analysis is a practical way to compare your business's performance against industry competitors and standards. In this guide, you'll find a clear, step-by-step process that outlines how to collect data, select the right competitors, and make sense of what you uncover.

For more insights, explore our guide on benchmarking analysis to deepen your understanding.

How to do a benchmark analysis step-by-step

1. Define your objectives

First, pinpoint what you need to learn and why it matters. Are you trying to improve your product’s market share, understand relative pricing power, or evaluate distribution effectiveness? Clear objectives focus your benchmarking on outcomes that affect strategic decisions rather than producing broad, unfocused data. 

At this stage, list the decisions the analysis is meant to inform so you can measure success later.

Select your benchmarking method

Not all benchmarking is the same. You may conduct competitive benchmarking to compare against direct rivals, industry benchmarking to understand broader norms, or best-in-class benchmarking to learn from leaders even outside your market. 

Each method brings a different lens: competitive benchmarking shows where you stand in your category, while best-in-class can spark ideas that haven’t yet entered your industry.

Identify relevant competitors

Choosing the right competitive set is critical for meaningful comparisons. Include direct competitors who sell similar products in the same channels, indirect competitors who meet the same consumer needs with different offerings, and, if useful, aspirational brands that represent where you want to be. 

Avoid overly broad sets that mix unrelated business models, which can muddy the insights. Reassess your competitive set regularly because market dynamics change over time. 

Determine key metrics

Once you know who you’re comparing against, decide what you will measure. Focus on metrics that align with your objectives and can be collected reliably across all competitors. 

For CPG benchmarking, this often includes market share, distribution levels, pricing, sensory scores, and customer satisfaction. The goal is not to track every available number, but to measure those that will reveal actionable strengths and weaknesses.

Collect data systematically

Gather information from a mix of sources so you can triangulate your findings. Reliable data may come from consumer panels and surveys, third-party industry reports, retail audits, and public financial disclosures.

Use consistent definitions for metrics so comparisons are “apples to apples.” Organizing your data collection process up front saves time and improves accuracy as you move into analysis.

Analyze gaps and opportunities

With your data in hand, the next task is to compare your performance to competitors’ and industry standards. Look for meaningful gaps—areas where you lag behind—and consider why those gaps exist. Some differences reflect deliberate strategy; others signal genuine weaknesses worth addressing. Also identify unexpected strengths that may represent competitive advantages you can highlight in messaging or operations.

Develop an action plan

Translate your findings into a clear action plan with specific initiatives tied to closing critical performance gaps or leveraging strengths. Assign responsibilities, set timelines, and define outcomes so progress is trackable.

Implement and monitor

Once you begin executing your plan, track performance against your benchmarks at regular intervals. The market and competitors never stand still, so periodic benchmarking will help you stay ahead of shifts in consumer behavior, pricing, or distribution. Iterative monitoring also helps you refine metrics and methodologies over time for more precise insights. 

For practical examples, check out our product benchmarking examples.

How to identify the right competitors for your analysis

Are you comparing apples to oranges in your benchmark analysis? Selecting the wrong competitors can lead to misleading insights and wasted resources, but the right competitive set provides context that makes your data truly meaningful.

Start by considering these different types of competitors:

• Direct competitors: Brands fighting for the same consumer dollars with similar products
• Indirect competitors: Brands solving the same consumer need with different approaches
• Aspirational competitors: Category leaders you aim to emulate or surpass
• Emerging disruptors: New entrants changing consumer expectations

When building your competitive set, also consider these factors:

• Product similarity: How closely do their offerings match yours in terms of ingredients, formulation, or functionality?
• Price point proximity: Comparing a premium product to value brands rarely yields useful insights. Group competitors within similar price tiers.
• Distribution overlap: Focus on brands that compete in the same channels. A DTC-only brand faces different challenges than one primarily in mass retail.
• Target consumer alignment: Select competitors targeting similar demographic and psychographic profiles.
• Market share relevance: Include both market leaders and brands with similar market share to yours.

For most analyses, aim for a competitive set of 3-5 brands that represent a mix of direct threats and aspirational benchmarks.

Don't forget to reassess your competitive set periodically, as yesterday's minor player could be today's category disruptor. You can use benchmarking analysis tools to make this process easier.

Key metrics and KPIs to include in your benchmark analysis

While the specific benchmark metrics will vary based on your objectives, certain KPIs consistently deliver valuable competitive intelligence for CPG brands. They include:

Market Performance Metrics

• Market share (volume and value)
• Distribution metrics (ACV, weighted distribution)
• Velocity (units sold per distribution point)
• Shelf presence and positioning
• Price points and promotional frequency

Product Performance Metrics

• Sensory scores (taste, texture, appearance)
• Functional performance ratings
• Ingredient quality perception
• Packaging effectiveness
• Innovation rate (new product launches)

Consumer Metrics

• Brand awareness (aided and unaided)
• Purchase intent
• Net Promoter Score
• Repeat purchase rate
• Consumer sentiment analysis

Financial Metrics

• Gross margin
• Marketing spend as a percentage of sales
• Cost of goods sold
• Revenue growth rate
• Return on marketing investment

When selecting metrics, prioritize those that align directly with your objectives, can be measured consistently across competitors, and provide actionable insights rather than just interesting data.

For maximum clarity, organize your metrics into a structured dashboard that highlights not just the numbers but the competitive gaps and opportunities they reveal.

Remember that context matters—a metric showing you're behind competitors isn't automatically negative if you're deliberately pursuing a different strategy or position in the market. For more insights, explore our guide to market research analysis.

How to interpret your benchmark results effectively

Got mountains of competitive data but struggling to see the forest for the trees? Start by looking for these key patterns in your benchmark analysis:

Identify meaningful performance gaps

Compare your results against competitors and category benchmarks to see where the biggest differences appear. Focus on gaps that are large enough to influence outcomes like purchase decisions, distribution wins, or profitability. 

Not every gap is a problem—some reflect intentional trade-offs—but identifying which ones matter sets the foundation for smarter prioritization. Always tie gaps back to your original objectives to avoid chasing irrelevant improvements.

Separate strategic gaps from tactical ones

Tactical gaps can often be addressed quickly through pricing adjustments, packaging tweaks, or messaging changes. Strategic gaps, on the other hand, may point to deeper issues such as product formulation, positioning, or channel strategy and require longer-term investment.

Look for unexpected strengths

Benchmarking doesn’t just identify where you’re behind. It can also help you understand where you outperform competitors. These strengths are often underutilized because teams don’t realize their significance until they see the comparison. 

Strong performance in areas like ingredient perception, repeat purchase, or sensory attributes can become powerful inputs into marketing, sales narratives, or innovation strategy.

Analyze patterns and relationships

Go beyond individual metrics and look for connections between them. For example, higher distribution paired with lower velocity may suggest pricing or shelf-placement issues, while strong awareness but low trial could point to messaging gaps. Patterns help explain why performance looks the way it does and prevent surface-level conclusions.

Add consumer context to the data

Benchmark results are most valuable when paired with consumer insight. A performance gap only matters if it affects how consumers choose, perceive, or use your product. 

Use consumer research to validate whether the differences you see in metrics actually influence purchase behavior or satisfaction. This prevents teams from overcorrecting on issues that don’t matter to buyers.

Prioritize actions based on impact and feasibility

Finally, rank opportunities by both potential impact and ease of execution. Some gaps may promise high returns but require significant time or resources, while others offer quick wins with minimal effort. Prioritization ensures your team focuses on actions that move the business forward rather than spreading resources too thin. The end result should be a short, clear list of actions directly informed by the benchmark data.

Common mistakes to avoid when doing benchmark analysis

Even experienced market researchers fall into common traps that can undermine the value of competitive intelligence. These mistakes include:

Focusing on too many metrics

When everything is important, nothing is. Limit your analysis to 8-12 truly significant metrics rather than tracking dozens of data points that dilute focus and create analysis paralysis.

Comparing against the wrong competitors

Benchmarking against brands with fundamentally different business models or target markets leads to misleading conclusions. Regularly reassess your competitive set to ensure it remains relevant.

Relying on outdated data

The CPG industry evolves quickly. Using competitive data older than 6-12 months can lead to strategic decisions based on market conditions that no longer exist.

Overlooking contextual factors

Differences in company size, resources, and business stage can explain performance gaps that aren't actually actionable. Always consider these contextual elements when interpreting results.

Failing to consider consumer perspectives

Internal metrics without consumer context can lead to improvements that don't actually matter to purchasers. Validate benchmark findings against consumer importance ratings.

Stopping at identification without action

The most common mistake is conducting thorough analysis but failing to translate findings into specific, measurable action plans with clear ownership and timelines.

Use benchmark analysis to grow your market share

When done well, benchmark analysis gives you more than a snapshot of where you stand and shows you where to focus next. By comparing performance across the right competitors and consumer signals, you can identify important gaps, protect what’s already working, and make targeted improvements that strengthen your market position.

The real value comes from pairing competitive data with consumer insight, so your actions are grounded in how buyers actually think and choose.

At Highlight, we've seen firsthand how integrating precise consumer feedback into your analysis can be a game-changer. Highlight’s Benchmark Builder solution guides partners through systematic benchmarking that will yield actionable insights. Our advanced product testing software delivers high-quality insights—in as little as three weeks compared to traditional methods that can take months—ensuring that only 1-2% of survey data is discarded. Whether you're aiming to engage super niche audiences or achieve completion rates above 90%, we believe that our innovative approach complements robust benchmark analysis for smarter, data-driven decisions.

To explore how Highlight can support your benchmarking efforts, visit our pages on in-home usage testing and sensory testing to discover how our tools can enhance your competitive analysis.