What types of data should be collected to optimize a restaurant menu?
Key data includes sales volume, food cost, profit margins, prep time, customer ratings, plate waste, and returns - all essential for evaluating performance holistically.
How to Use Data to Optimize Your Menu for Restaurant Performance
Profitability, Guest Satisfaction, and Kitchen Efficiency
Running a restaurant is a balancing act - between creativity and consistency, guest satisfaction and profitability, and innovation and operational efficiency. One of the most powerful levers at your disposal is your menu, yet it's often treated as a fixed piece of marketing rather than a dynamic tool for growth. Optimizing your menu based on solid data can transform how your restaurant performs, improving both the bottom line and the guest experience.
We understand that as a restaurant owner, it's easy to feel overwhelmed by the sheer amount of decisions that come with managing a menu. You might feel attached to certain dishes, worry about confusing regular customers, or simply lack the time to dig into numbers. But relying on intuition alone can lead to missed opportunities and inefficient operations.
By using data thoughtfully, you can make confident decisions that align with what your customers want and what your kitchen can deliver - helping your restaurant thrive in a competitive market.
Know What to Measure

Before you can optimize your menu, it's essential to understand what data matters most - and how to collect it consistently. Not all information carries equal weight, and focusing on the right metrics will help you make targeted improvements without getting lost in unnecessary details.
Sales Volume
Tracking how often each menu item sells is the foundation of menu analysis. High sales numbers indicate customer preference, while low sales may signal a need to reevaluate an item's appeal, price, or placement on the menu. Sales volume alone doesn't tell the whole story but is a critical starting point.
Food Cost and Profit Margin
Knowing how much each dish costs to prepare versus what it earns in revenue is vital. Some items may be popular but have slim profit margins due to expensive ingredients or complex preparation. Conversely, certain dishes with high margins but low sales might need better promotion or recipe tweaks to become more appealing.
Preparation Time and Complexity
An often-overlooked metric is how much kitchen time and labor an item demands. Long prep times or complicated recipes can slow service and increase labor costs. Cross-referencing this data with sales and profitability helps ensure your menu is operationally sustainable.
Customer Ratings and Reviews
Listening to your guests is just as important as analyzing numbers. Customer feedback - whether through surveys, online reviews, or comment cards - provides qualitative insights into how diners perceive taste, portion size, presentation, and overall satisfaction. Patterns in feedback can highlight hidden issues or opportunities.
Plate Waste and Returns
Data on food waste or items returned to the kitchen can indicate problems with portion size, quality, or customer expectations. Reducing waste not only saves money but also enhances your restaurant's reputation for value and consistency.
Consistency and Accuracy in Data Collection
Collecting this data reliably requires standardized processes. Use your POS system to track sales and integrate inventory or labor reports where possible. Regularly gather and review customer feedback through structured channels to avoid skewed or anecdotal insights.
Focusing on these key data points sets the stage for informed decision-making. It allows you to identify which dishes contribute most to your success, which ones are draining resources, and where adjustments can create meaningful impact.
Simplify Multi-Channel Ordering
Get started with Altametrics to streamline your POS!
Analyze Item Performance
Once you've gathered the essential data points, the next step is to interpret them in a way that drives clear action. One of the most effective tools for this is the Menu Engineering Matrix - a simple framework that categorizes each menu item based on two critical factors - popularity (how well it sells) and profitability (how much profit it generates). This matrix helps you see at a glance which dishes are your menu's strengths and which ones may be holding you back.
The matrix divides items into four categories
1. Stars - These dishes are both popular and profitable. They are your menu champions. Stars should be prominently featured and actively promoted, as they drive sales and contribute significantly to your bottom line.
2. Plow Horses - These items are popular but have low profit margins. They're customer favorites, but their cost may be high or the preparation complex. Consider ways to improve profitability here - maybe by adjusting portion size, tweaking ingredients, or finding more cost-effective suppliers - without sacrificing the quality your guests expect.
3. Puzzles - These are profitable but not very popular. You might want to investigate why they're not selling well. Is it the description, pricing, placement on the menu, or something else? Sometimes, small changes in marketing or presentation can turn puzzles into stars.
4. Dogs - These items are neither popular nor profitable. They drain resources and clutter your menu. These are prime candidates for removal or major revision, unless there is a compelling strategic reason to keep them (such as catering to a niche customer segment).
Using this matrix, you can avoid emotional decision-making that often accompanies menu changes. Instead of guessing which dishes to cut or push, you'll have a clear, data-backed approach. It helps balance what customers love with what keeps your business healthy.
Keep in mind - This matrix isn't static. Customer preferences and costs change over time, so revisit this analysis regularly to stay ahead.
Use Customer Feedback to Identify Menu Gaps
Numbers tell you what's happening with your menu, but customer feedback explains why. Listening closely to your guests - both their praise and their concerns - provides invaluable insights that sales data alone can't capture. Integrating this qualitative information into your menu optimization process ensures that changes align with customer expectations and enhance their dining experience.
Start by gathering feedback through multiple channels - comment cards, online reviews, direct surveys, social media, and even casual conversations with your staff. Each source offers a different perspective and level of detail. For example, online reviews might highlight recurring themes such as portion sizes, flavor balance, or presentation, while staff might share firsthand observations about common customer questions or complaints.
Once collected, look for patterns rather than isolated comments. Are multiple guests mentioning a dish is too salty or too small? Is there consistent praise for a particular ingredient or style? Are customers requesting items that aren't currently on your menu? These trends can pinpoint gaps where your menu may be missing important offerings or where improvements are needed.
Don't overlook subtle hints either. Sometimes customers' hesitation to order a dish or confusion over the description can reveal unclear menu language or mismatched expectations. Clarifying descriptions or simplifying complex ingredients can make a big difference in boosting appeal.
Importantly, use this feedback to strike a balance between innovation and familiarity. Customers appreciate new, exciting choices, but they also value consistency and comfort. If multiple guests express disappointment over removing a beloved item, consider how to keep it or modify it rather than removing it outright.
Finally, make sure your guests know you're listening. When customers see their feedback leading to real menu improvements, it builds loyalty and trust. Use signage, social media, or direct communication to highlight changes inspired by their input.
Review Sales Trends Over Time

When optimizing your menu, it's crucial to analyze sales data over extended periods rather than focusing on short-term snapshots. Here's why and how to do it effectively -
1. Understand the Influence of External Factors
Sales can fluctuate due to seasonality, holidays, weather, or local events. For example, a dish popular in winter might see lower sales in summer. Reviewing long-term data helps you recognize these natural variations and prevents premature decisions like removing a seasonal favorite.
2. Segment Your Sales Data
Break down sales by meaningful categories such as weekdays versus weekends, lunch versus dinner, or even by weather conditions. This detailed view helps identify when certain menu items perform best, allowing you to tailor your offerings to different customer behaviors and maximize sales.
3. Identify Early Warning Signs
Look for gradual declines in sales or increases in order cancellations and returns. These subtle trends often indicate changing customer preferences or operational issues that should be addressed promptly before impacting your overall revenue.
4. Use Technology for Data Visualization
Leverage POS systems and analytics tools to generate customized reports and visualize sales trends. This makes it easier to interpret complex data, spot patterns, and make informed menu adjustments with confidence.
5. Avoid Knee-Jerk Reactions
Taking a long-term perspective helps you resist impulsive menu changes based on short-term fluctuations. Instead, it enables thoughtful decision-making that aligns with your restaurant's evolving needs and customer expectations.
By consistently reviewing and analyzing sales trends over time, you create a stable foundation for menu optimization - one that balances adaptability with consistency to support sustainable growth.
Consider Kitchen and Labor Efficiency Data
Optimizing your menu isn't just about customer preferences and profitability - it's also about how well your kitchen can handle the workload. Here are the key factors to consider when aligning your menu with kitchen and labor efficiency -
1. Analyze Preparation Time
Track how long each dish takes to prepare during peak service hours. Dishes with long or complex prep can create bottlenecks, slowing down orders and increasing wait times. Comparing prep times with sales volume helps determine if a popular item is worth the operational strain.
2. Evaluate Ingredient Overlap
Review your inventory data to see which ingredients are shared across multiple menu items. High ingredient overlap simplifies ordering, storage, and reduces waste. If many items require unique ingredients used infrequently, consider consolidating or adjusting recipes to improve efficiency and lower costs.
3. Assess Labor Costs and Skill Requirements
Identify dishes that demand specialized skills or require multiple cooks. These items can increase labor costs and complicate staffing during busy periods. Understanding this helps optimize staff scheduling and prevents overworking your team.
4. Balance Efficiency with Customer Expectations
Be prepared to modify or remove menu items that disrupt kitchen flow, even if they are customer favorites. Simplifying recipes or offering complex dishes during slower periods can maintain guest satisfaction while improving operations.
5. Use Data to Support Decision-Making
Integrating kitchen and labor metrics with sales and customer feedback gives you a holistic view of menu performance. This data-driven approach enables you to make balanced decisions that benefit both your team and your guests.
By considering kitchen and labor efficiency in your menu planning, you create a smoother operation that enhances service speed, reduces stress for your staff, and ultimately leads to a better dining experience.
Run Small Tests Before Making Big Changes
Making changes to your menu can feel risky - after all, your dishes are more than just products; they represent your brand and the experience your guests expect. To minimize risk and make smarter decisions, it's important to test adjustments on a small scale before committing fully. Running controlled experiments allows you to gather real-world data and customer reactions without disrupting your entire operation.
Start by selecting a limited set of changes to test, such as introducing a new dish, modifying a recipe, adjusting prices, or changing item descriptions. Rather than overhauling the entire menu, focus on manageable tweaks that can provide meaningful insights.
One effective method is to use A/B testing. For example, you might offer a new version of a dish alongside the original to see which performs better, or place a menu item in different locations to measure impact on sales. Another approach is introducing limited-time offers (LTOs) or specials. These allow you to evaluate guest interest and operational feasibility in a lower-risk environment.
During testing, carefully track key performance indicators such as sales volume, profit margin, customer feedback, and preparation times. Collect direct feedback from your front-of-house staff who interact with guests - they can provide qualitative observations about customer reactions, questions, or hesitations that numbers might not reveal.
Remember to run tests for a sufficient period to account for variability in customer traffic and external factors. A few days might not be enough; aim for a few weeks to gather reliable data.
Create a Menu Optimization Cycle
Optimizing your menu is not a one-time project but an ongoing process. Customer preferences, ingredient costs, and operational realities evolve constantly. Establishing a regular cycle for reviewing and refining your menu ensures you stay proactive rather than reactive.
Start by setting a consistent schedule for menu analysis - whether monthly, quarterly, or aligned with seasonal changes. Use this time to revisit your sales data, customer feedback, kitchen efficiency, and labor reports. Having a structured process reduces overwhelm and helps maintain focus on what matters most.
To streamline this cycle, consider leveraging technology platforms like Altametrics. Altametrics provides restaurant owners with powerful tools to consolidate data from your point-of-sale system, inventory, labor, and customer feedback into intuitive dashboards. This centralized visibility makes it easier to spot trends, identify under-performing items, and test menu changes - all without getting bogged down in spreadsheets.
Altametrics also supports collaboration by allowing your team to share insights and coordinate efforts seamlessly, ensuring everyone - from management to kitchen staff - is aligned. This transparency fosters a culture of continuous improvement and empowers you to make data-driven decisions confidently. Learn more about Altametrics by clicking "Book a Demo" below.
Remember, the goal of menu optimization isn't perfection but adaptability. By committing to a regular review cycle and using smart tools to guide your efforts, you create a menu that evolves with your customers' needs, your operational strengths, and your business goals.
Must-Read Content

Digital Menu vs. Traditional Menu - Which is Right for Your Restaurant?


How to Design a Restaurant Menu That Increases Sales

The Ultimate Guide to Restaurant Menu Engineering
