What is the Menu Engineering dashboard?
Menu Engineering classifies every dish on your menu by two dimensions: how profitable it is and how popular it is. The result is a simple 2×2 matrix — Stars, Workhorses, Hidden Gems, and Dogs — that tells you exactly how to treat each item: promote, protect, reprice, or remove.
Why it matters
Most menus carry dead weight. A third of the dishes typically produce two-thirds of the profit, while another third barely covers cost and a handful actively lose money. Menu Engineering finds that dead weight and tells you which items to push, which to reprice, and which to cut — without relying on gut feel.
Key Metics
Stat | What it means |
Total Items Sold | The number of distinct menu items sold at your outlet in the period. |
Items with Recipes | The count of those items that have a costed recipe configured — the only items that can be classified. |
Recipe Coverage | Items with recipes ÷ total items sold. Low coverage means the matrix only describes part of your menu. |
Aim for Recipe Coverage above 80% before acting on the matrix. Below that, you're making decisions on a sample that may not represent your full menu.
The Menu Engineering Matrix
A scatter plot where:
X-axis = profit margin % per item
Y-axis = units sold
Bubble size = total revenue
The quadrant dividers sit at the median margin and median units sold. Every item falls into one of four cells:
Quadrant | Profit | Popularity | What it is |
⭐ Stars | High | High | Your best items. Protect them. |
🐴 Workhorses | Low | High | Popular but thin margins. Fix the economics. |
💎 Hidden Gems | High | Low | Profitable but underselling. Push harder. |
🐕 Dogs | Low | Low | Dead weight. Cut or rework. |
The four quadrant tables
Each quadrant has its own table below the matrix so you can see exactly which items fall into it, ranked by the relevant metric. Work through them in this order:
⭐ Stars — High profit, high popularity
These are the items that made you money last month. Do not touch the price, do not discount them, and do not let them go out of stock. If an ingredient in a Star dish is running low on the Ordering dashboard, it gets priority over everything else.
🐴 Workhorses — Low profit, high popularity
Customers love these but they barely break even. You have three options:
Raise the price — even a 5–10% bump rarely affects volume on items customers already trust.
Reduce recipe cost — tighten portions, switch to a cheaper cut with the same quality, or renegotiate with the supplier.
Upsell into a higher-margin pairing — bundle with a high-margin side or drink.
💎 Hidden Gems — High profit, low popularity
Profitable but under-ordered. The fix is almost always marketing, not the food:
Move them to the top of the menu, highlight with "Chef's pick" or "Most popular" tags.
Train staff to recommend them. Even a 10% shift in recommendation rate moves sales fast.
Feature them in specials, photos, and social posts.
🐕 Dogs — Low profit, low popularity
Nobody orders them and they don't make money when they do. Options:
Remove from the menu. Simplifies prep and reduces ingredient variety.
Rework — same dish, different margin structure (cheaper ingredient, higher price, smaller portion).
Keep only if there's a strategic reason (dietary option, signature item a niche group orders regularly).
How it's calculated
💡 Profit margin % = (Revenue − Recipe COGS) ÷ Revenue
Popularity = Units sold of this item in the period
Each item is compared to the median of all items on your menu (not a fixed benchmark). That means the quadrants are always relative to your mix — a "Star" on a cocktail-heavy menu isn't the same as a "Star" on a rice-heavy one.
Worked example
Pad Thai:
Sold 400 units this month at ฿180 each → Revenue = ฿72,000
Recipe COGS per unit = ฿54 → Total COGS = 400 × 54 = ฿21,600
Gross profit = 72,000 − 21,600 = ฿50,400
Margin % = 50,400 ÷ 72,000 = 70%
If the median margin on the menu is 60% and the median volume is 200 units, Pad Thai sits in the top-right — ⭐ Star.
Action steps
Review monthly. Run the dashboard after each month-end and compare quadrant membership to the previous month. Items can move — a promotion can turn a Gem into a Star; a price increase can push a Workhorse into Star territory.
Focus first on Workhorses and Dogs. Workhorses drive volume with weak margins — the biggest profit unlock per change. Dogs clog the menu and the prep list.
Use Hidden Gems as a pipeline. Every quarter, promote 2–3 Gems and measure whether they move into Star territory.
Beware of one-off Stars. An item riding a seasonal promotion isn't a true Star. Check the trend over 2–3 months before protecting it.
Improve Recipe Coverage before acting. If coverage is under 80%, add recipes to your top-volume unmapped items first — they're distorting the picture the most.
Frequently asked questions
Why is an item I know is profitable not showing as a Star?
Two likely reasons: (1) It doesn't have a complete recipe, so margin can't be calculated — check Recipe Coverage. (2) Another item has a higher margin, pushing the median up and redefining "high." Quadrants are relative.
Why does a Dog item sometimes show high revenue?
Revenue drives bubble size, but an item can have high total revenue and still be a Dog if both its margin and unit volume sit below the median. Usually this is a high-ticket item that sells rarely and at a thin margin.
How do I improve Recipe Coverage?
Go to the menu in Papaya, pick your top-selling items without recipes, and build them out. Focus on the top 20% of items by volume first — they drive most of the value in the matrix.
Does the matrix account for options and add-ons?
The base matrix uses base menu-item revenue and recipe COGS only. Options are treated separately in the Profitability dashboard. For a fuller picture including modifiers, check there after reviewing Menu Engineering.
Should I remove all Dogs right away?
Review each one. Some are strategic — a vegetarian option for a small but loyal group, a kids' dish that keeps families coming. Remove the ones with no strategic reason, rework the rest.