Building Your Pricing Model

This is the chapter where theory becomes practice. Over the previous four chapters, you've learned how money flows through the three-tier system, what your true costs look like, how distributors evaluate brands, and how retailers think about margin and shelf space. All of that knowledge converges here. In this chapter, you'll build a complete pricing model using two complementary approaches — forward pricing and reverse pricing — and learn how to triangulate between them to find the FOB price that gives every tier a reason to say yes. We'll walk through the formulas step by step, show you the math with real numbers, and flag the mistakes that derail most first-time pricing exercises. By the end, you'll have a framework you can use to price any product in any channel with confidence.

Forward Pricing: From Your Dock to the Shelf

Forward pricing is the most intuitive approach: you start with what you know — your costs — and work outward through each tier to see where the consumer price lands. It answers the question: "Given my production costs and the margin each tier needs, what will the consumer end up paying?"

The logic is straightforward. You begin with your cost of goods sold (COGS) per case, add your desired supplier margin to establish your FOB, layer on freight and any applicable excise tax to get the distributor's landed cost, apply the distributor margin to determine the distributor sell-in price, and then apply the retailer margin to arrive at the shelf price. Each step uses the margin formula to calculate the next tier's sell price.

Let's run a complete forward pricing example from production to shelf. We'll use a craft seltzer brand selling a 24-can case (4×6 packs of 12oz cans).

Forward Pricing Step	Calculation	Amount
COGS / Case	Production, packaging, labor	$12.80
Supplier Margin	40% target	—
FOB / Case	$12.80 ÷ (1 − 0.40)	$21.33
Freight + Excise Tax	$1.50 freight + $0.50 tax	$2.00
Distributor Landed Cost	$21.33 + $2.00	$23.33
Distributor Margin	30% target	—
Distributor Sell Price / Case	$23.33 ÷ (1 − 0.30)	$33.33
Retailer Margin	33% target (grocery)	—
Retail Shelf Price / Case	$33.33 ÷ (1 − 0.33)	$49.75
Six-Pack Price	$49.75 ÷ 4	$12.44
Single Can Price	$49.75 ÷ 24	$2.07

The forward pricing calculation tells us that our $12.80 COGS, with a 40% supplier margin, 30% distributor margin, and 33% retail margin, produces a six-pack shelf price of $12.44. Now comes the crucial question: is $12.44 competitive? If the craft seltzer category at your target grocery stores is priced between $8.99 and $10.99 per six-pack, you have a problem. The math works for every tier, but the consumer won't cooperate. This is exactly why forward pricing alone isn't enough.

Reverse Pricing: From the Shelf Back to Your Dock

Reverse pricing flips the entire exercise on its head. Instead of starting with your costs, you start with the price the consumer needs to see on the shelf and work backward to determine the FOB you need to charge — and whether that FOB gives you enough margin to run a sustainable business.

The reverse formula is the mirror of the forward formula: instead of dividing cost by (1 − margin) to get sell price, you multiply sell price by (1 − margin) to get cost.

Cost = Sell Price × (1 − Margin %)

Let's use the same product but start from the other direction. Based on our shelf research, we know the target six-pack price needs to be $9.99 to be competitive in the craft seltzer set.

Reverse Pricing Step	Calculation	Amount
Target Six-Pack Price	Based on competitive shelf research	$9.99
Target Case Price (4 six-packs)	$9.99 × 4	$39.96
Retailer Margin	33% target (grocery)	—
Max Distributor Sell Price / Case	$39.96 × (1 − 0.33)	$26.77
Distributor Margin	30% target	—
Max Distributor Landed Cost / Case	$26.77 × (1 − 0.30)	$18.74
Freight + Excise Tax	$1.50 freight + $0.50 tax	$2.00
Max FOB / Case	$18.74 − $2.00	$16.74
COGS / Case	Known production cost	$12.80
Implied Supplier Margin	($16.74 − $12.80) ÷ $16.74	23.5%

Now we see the reality clearly. The competitive shelf price of $9.99 per six-pack only supports an FOB of $16.74, which gives us a supplier margin of 23.5%. Compare that to the 40% margin we wanted in our forward model. The gap between the $21.33 FOB we want and the $16.74 FOB the market will support is $4.59 per case. That's the size of the pricing problem you need to solve.

Triangulation: Finding the Price That Works

The power of running both models isn't that one is right and the other is wrong — it's that together they define the boundaries of your pricing decision. Forward pricing tells you the floor: the minimum FOB at which you can operate profitably. Reverse pricing tells you the ceiling: the maximum FOB the market will bear given competitive shelf prices and required tier margins.

If the floor is below the ceiling, you have a viable pricing window. Your job is to set your FOB somewhere within that window based on your strategic priorities. If the floor is above the ceiling — as in our example, where the $21.33 floor exceeds the $16.74 ceiling — you have a structural pricing problem that requires one or more of these adjustments:

Reduce your COGS. Can you source ingredients more efficiently, negotiate better co-packing rates, or reduce packaging costs? Even $1 per case in COGS savings flows directly to your margin. Moving from premium glass to aluminum cans, for instance, might save $2–$3 per case in both material and freight costs.

Accept a lower supplier margin. Is 40% truly the floor, or can you operate on 25–30% during the growth phase and improve margins later through volume efficiencies? Many successful brands launched on thin margins and grew into better economics.

Negotiate freight and tax. Can you ship in larger quantities to reduce per-case freight? Are there tax advantages to manufacturing in certain states? Even $0.50 per case in freight savings matters at scale.

Explore channel-specific margin adjustments. Can you offer the distributor 28% instead of 30% if you commit to higher volume or market support? Can you target a retail channel (like liquor stores at 28% margin) rather than grocery (at 33%)?

Reposition upward. If you genuinely have a premium product, can you justify a higher shelf price with stronger branding, unique ingredients, or a story that commands a premium? This is a strategic bet, not a math trick — it only works if consumers actually perceive the added value.

Building a Model You Can Adjust

A pricing model isn't a one-time calculation — it's a living tool you'll use every time you enter a new market, launch a new SKU, or respond to competitive pressure. The best models are built for scenario planning: change one input and instantly see how it affects every downstream number.

Here are the inputs your model should include, at minimum:

COGS per case — broken down by ingredients, packaging, labor, and co-packing fees if applicable. This granularity matters because when you need to reduce costs, you need to know where the money is going.

Target supplier margin — the margin you want to earn as the brand. Start with your minimum viable margin (the absolute floor at which you can stay in business) and your target margin (what you'd like to achieve).

FOB per case — calculated from COGS and supplier margin, or set manually and used to calculate the implied margin.

Freight per case — this varies by distance, volume, and carrier. Use your actual freight quotes, not estimates. Freight is one of the most commonly underestimated line items in beverage pricing.

Excise tax per case — for alcohol products, this is a known, fixed number based on your product category and state. For non-alcoholic products, it's typically zero but check your local regulations.

Distributor margin — use the actual margin your distributor has quoted, or model multiple scenarios (25%, 28%, 30%, 33%) to see the range of outcomes.

Retailer margin by channel — model separately for each channel you'll sell through: grocery, convenience, liquor, on-premise. Each will produce a different shelf price from the same FOB.

Target retail price — based on your competitive shelf research, the price you believe the consumer needs to see. Use this for reverse pricing to determine the maximum FOB.

With these inputs in a spreadsheet — or better yet, in the Alculator calculator, which handles both forward and reverse modes automatically — you can run scenarios in seconds. What if COGS drops by $1? What if the distributor needs 33% instead of 30%? What if you target a $10.99 six-pack instead of $9.99? Each scenario gives you a different picture of the pricing landscape, and together they help you make an informed decision rather than a guess.

Common Formula Mistakes

After walking hundreds of brands through their first pricing model, certain mistakes come up again and again. Here are the ones most likely to cost you real money:

Mistake #1: Using markup instead of margin. We've covered this already, but it bears repeating because it's the single most expensive formula error in beverage pricing. If a distributor needs 30% margin and you calculate their sell price using 30% markup, you'll underestimate the price by $1.22 on a $20 landed cost ($26.00 with markup vs. $28.57 with margin). That error cascades through the retail tier and produces a shelf price that's too low to actually deliver the margins everyone needs. The result: either the distributor or retailer takes a margin hit (and resents you for it), or someone catches the error and the shelf price jumps unexpectedly.

Mistake #2: Forgetting freight. Your FOB price is what the distributor pays at your dock. They still need to get the product to their warehouse, and freight isn't free. A brand shipping from the West Coast to an East Coast distributor might add $3–$5 per case in freight alone. If you set your FOB based on forward pricing but forget to include freight in the distributor's landed cost, your entire downstream model will underestimate the final shelf price. Always use landed cost (FOB plus freight plus any taxes) as the starting point for distributor margin calculations.

Mistake #3: Ignoring excise tax. For alcoholic beverages, federal and state excise taxes are a real cost that sits between your FOB and the distributor's sell price. Federal excise tax on beer, for instance, is $3.50 per barrel (31 gallons) for the first 60,000 barrels for small brewers, rising to $16.00 per barrel for large producers. State taxes add more. These aren't optional — they're built into the cost structure, and your model needs to account for them.

Mistake #4: Applying a single margin assumption across all channels. As we covered in Chapter 4, grocery stores work on different margins than convenience stores, which work on different margins than liquor stores, which are all completely different from on-premise. If you build your pricing model with a single "retail margin" assumption, you'll either overprice for grocery or underprice for convenience. Model each channel separately.

Mistake #5: Setting FOB and never revisiting it. Your COGS will change as you scale (usually down, thanks to volume efficiencies). Freight rates fluctuate. Distributor and retailer expectations evolve. A pricing model that worked at launch may not work 18 months later. Build in quarterly pricing reviews — not necessarily to change your FOB, but to confirm that the economics still work for every tier.

Putting It Into Practice

Here's a practical workflow for building your pricing model from scratch:

Step 1: Gather your inputs. Lock down your COGS per case with granular detail. Get actual freight quotes from your carrier for each market you plan to enter. Know your excise tax obligations. Research the competitive shelf set in at least five stores per target channel.

Step 2: Run the reverse model first. Start with the target shelf price the market will bear and work backward to determine the maximum FOB. This establishes your ceiling and immediately tells you whether your economics have a chance of working.

Step 3: Run the forward model. Start with your COGS and minimum viable margin, calculate your floor FOB, and work forward through distributor and retail margins to see where the shelf price lands. Compare this to your target from Step 2.

Step 4: Compare and adjust. If the forward shelf price is at or below your target, you're in good shape — you can price within the viable window. If it's above, you need to pull the levers we discussed: reduce COGS, accept lower margin, negotiate freight, adjust channel targeting, or reposition as premium.

Step 5: Scenario plan. Run at least three scenarios: optimistic (lowest realistic COGS, favorable margins), base case (most likely inputs), and conservative (highest COGS, tightest margins). If even the optimistic scenario doesn't produce a viable price, you may need to rethink your product format, your target market, or your go-to-market strategy.

From Model to Strategy

A pricing model tells you what numbers are possible. Strategy tells you which numbers to choose. The model might show that you could set your FOB anywhere from $16.74 (market ceiling) to $21.33 (your ideal margin). Where within that range you land depends on strategic questions that go beyond math.

Are you entering the market to gain distribution quickly and worry about margin later? Price toward the ceiling (lower FOB) to make the economics attractive for distributors and retailers while keeping the shelf price competitive. Are you positioned as a premium brand with strong consumer demand? Price toward the floor (higher FOB) and defend the premium shelf price with marketing investment and brand building.

Are you launching one SKU or building a portfolio? If you're building a lineup, your pricing architecture across the portfolio matters as much as any single SKU's price. We'll cover portfolio strategy in Chapter 6.

The pricing model is the foundation. It tells you what's viable, what's dangerous, and where the boundaries are. But the strategic decisions you make within those boundaries are what determine whether your brand thrives or just survives. Build the model. Know the numbers. Then make deliberate choices about where you price and why — because in the three-tier system, the brands that price with intention are the ones that last.