Most cannabis brands know where their products are sold. Few know what happens once those products reach the sales floor — whether they’re merchandised at eye level, whether budtenders can speak about them, whether a store is about to sell out or already sitting on unsold inventory. That blind spot is expensive. It shows up as missed reorders, poor merchandising, wasted promotional spend, stockouts, aging inventory, and cash flow strain.
The blind spot persists partly because cannabis retail has not developed the infrastructure other retail categories treat as standard. In more mature sectors, buying, merchandising, and inventory planning are distributed among specialists, often within a centralized purchasing function. In cannabis, those responsibilities frequently fall to a single junior employee—if anyone clearly owns them at all. Yet decisions involving millions of dollars in inventory, sales, and working capital demand executive-level oversight. Treating the function as an afterthought leaves both retailers and the brands they carry exposed.
- Distribution growth can conceal poor sell-through, weak placement, frequent discounting, and deteriorating unit economics.
- Consistent store-level audits help brands detect stockouts, pricing errors, merchandising gaps, and declining reorder potential.
- Selective distribution and sustained retail support may produce more profit than maximizing door count.
When retail performance falls through the cracks
Even when brands recognize the need for better cannabis retail execution, ownership often remains unclear. “We’ve found that the person responsible for this analysis is often the first one cut from the budget,” said Matt Morea, co-founder of Prizm GPS, a retail-execution provider for cannabis product brands. “Sales says marketing owns it. Marketing says sales owns it. Now it’s landed on someone’s desk who doesn’t want it, and they end up appeasing retailers while spending hundreds of thousands of dollars on pop-ups and activations that further promote the discount.”
The result is a self-reinforcing cycle: Retailers request pop-ups because they are one of the few forms of support brands routinely offer, while brands fund activations that call attention to discounts without necessarily improving long-term sell-through. “You’ve got somebody standing at a table for three hours promoting the fact that your product is on sale, and you’re just making the problem worse,” Morea said.
There’s also a structural mismatch in how brands staff these roles. The skills that make a great corporate sales representative — building relationships, hunting new accounts, closing deals — are not the same skills needed to embed in a retail environment, earn a budtender’s trust, and become a consistent floor presence. Those are two very different jobs, and many brands aren’t separating them.
Growth that doesn’t pay
That confusion over ownership has a direct cost: Brands lose the ability to tell whether they’re actually growing. Morea said cannabis product brands need a function that alcohol suppliers already treat as standard: field execution that connects sales activity with store-level performance. “It’s a pattern we’ve seen for years, where brands lose performance tracking after distribution, store by store, due to lack of execution visibility and discipline,” he said.
When brands scale distribution faster than field execution, sales become harder to forecast. Placement and pricing grow inconsistent, sell-through slows, SKU performance declines, and margins compress. Revenue may continue rising for a time as new doors mask weakening performance in existing accounts.
C-suite dashboards may show rising revenue per door and an expanding store count, but those figures can obscure weak unit economics. A brand may be selling more units while sacrificing margin to discounting, paid placement, inefficient activations, or aging inventory. Top-line growth alone cannot show whether each additional door is strengthening the business or merely making profit leakage harder to see.
What disciplined retail execution looks like
Better retail execution begins with a consistent store-level audit. Morea recommends checking menu accuracy, shelf placement, pricing, competitive positioning, staff knowledge, reorder probability, and compliance with agreed-upon merchandising and promotions. Applying the same criteria across accounts allows brands to compare performance instead of relying on anecdotal reports from the field.
A disciplined store-level checklist covers the basics: Is the product in stock? Is it on the floor and priced correctly? Is the product at eye level? Do in-store signage and digital menus show the same promotion? Is there a shelf talker? Every touchpoint matters.
One of the more valuable outputs is the detection of imminent stockouts. “If we walk in and a brand is selling 14 units a day and they’ve only got 24 units left in inventory, we flag that and say, ‘Hey, you’ve got a potential out-of-stock coming. Get ahead of this,’” Morea said.
Those observations can be aggregated into dashboards that show leadership which accounts deserve more attention, where products are at risk of stocking out, and where revenue may be leaking. The goal is not to give every retailer equal time; it is to allocate support according to sales potential, current performance, and the likelihood that additional attention will produce profitable reorders.
Predictive inventory tools can complement field intelligence by identifying aging SKUs and stockout risks before they force reactive markdowns.
What retail buyers need from brands
Brand-side scorecards are only half of the equation. The other half sits with the people deciding what stays on the shelf.
Retail buyers decide what gets stocked, where each product fits on the menu and planogram, and how much to reorder. At regular intervals, they analyze performance by category and brand to determine which products remain in the assortment and whether reorders should increase, decrease, or stop.
Danny Gold is chief operating officer and head of product at Happy Cabbage, whose Happy Buyers platform helps buyers analyze sales data and manage inventory, SKU rationalization, and menu mix. He generally recommends maintaining 14 to 30 days of inventory on hand, although the appropriate target varies by category and product. Because many cannabis products deteriorate in freshness or quality over time, aging inventory carries considerable risk.
Gold said sales teams are trained to push their entire brand portfolio on buyers, when each product category should be treated as a separate launch. A typical sales pitch might go something like, “‘We just launched our vape line; get our gummies, our vapes, and our extracts. You want a case of each, right?’” Gold said. “And what I see from the retail side is they’re constantly looking to cut that back.”
Rather than pushing buyers to take on a complete catalog at once, Gold believes the goal should be making each new SKU as low-risk as possible for the retailer: small initial quantities, margin protection agreements in case a product doesn’t sell, and a clear support plan. Flower, vapes, gummies, and concentrates serve different demographics and require different marketing tactics.
“Pitch the buyer as if you were a new brand, with a retail activation portfolio tailored to each product line,” he suggested. “If you can come in with a plan that answers all these concerns before the retail purchasing manager asks them, you’re much more likely to get a yes. Because you’ve thought ahead, you understand their role and you’ve spoken to their pain points.”
Gold also encourages brands to shift from a short-term sales mindset to a long-term, performance-driven strategy. Instead of asking, “How do I land a large order today?” the better question might be, “How do I create consistent reorders over the next year?”
Pedro Fonseca, executive vice president of retail at NUG Dispensaries, sees the same dynamic from the retailer’s side of the table. After a 27-year tenure at Whole Foods, he brings an outside-the-industry lens to cannabis retail. He believes in giving brands transparent performance rankings and a clear window to turn things around. As an example, Fonseca cited one brand that provided no in-store demos or activations and otherwise did not engage with customers. At the time, it ranked 50th among the 100 brands NUG carried. After one quarter of daily demos, paid prime placement, and targeted buy-one-get-one (BOGO) offers, the brand climbed to ninth.
Stop leading with discounts
The NUG example demonstrates how sustained retail support can change a brand’s trajectory, but Morea argues discounting should not be the default starting point. Too many cannabis product brands reach automatically for BOGOs, pop-ups, and other promotions without first determining why a product is underperforming or whether the proposed expenditure is likely to produce profitable reorders.
Morea illustrated the tradeoff using a hypothetical account. “Let’s say a brand is performing well in a market, their average discount is 20 percent off, and they’re doing $10,000 a month in that location,” he said. “Margins are already really tight at a 20-percent, always-on discount.” If the brand absorbs the full promotional cost, that discount represents $2,000 per month. Morea argued that, where state regulations permit, redirecting some or all of that money into compliant budtender incentives, product sampling, education, or other in-store marketing could produce a stronger return. “If you’ve got a limited budget, which everyone does, you need to maximize every dollar inside that store first,” he said. “You’re going to get a much better return by driving budtender advocacy and rewarding the people who touch hundreds of opportunities a day to recommend your product.”
Angela Pih, chief marketing officer at True Terpenes, echoed the advice about investing in budtenders but added an important condition. “Sampling should only happen concurrently with education,” she said. Otherwise, she added, samples are unlikely to produce confident or consistent recommendations.
Fonseca sees it the same way from the retail floor. Cannabis consumers walk into a dispensary and face a wall of products where the only visible difference is packaging. He tells brands, “You can sell or change someone’s mind within seconds by having a human interaction with consumers.” Without that presence, a brand is just another box on a shelf competing on price, and in a market where consumers increasingly equate value with the lowest cost, that’s a race no brand wins.
Morea said Prizm GPS’s store-level observations consistently show budtender knowledge and recommendations remain major sales drivers. When brands stop reinforcing their messages with retail staff, product knowledge fades, confidence declines, and recommendations become less frequent. Consistently teaching budtenders the three to five things consumers should understand about a product helps keep the brand top of mind on the sales floor.
Fewer doors, more profit
Pih sees a related problem at the distribution level: brands chasing door count without calculating what those doors cost to support.
Brand marketers in other industries don’t need to be as intimate with the supply chain as they do in cannabis, she said. “In cannabis, if you don’t have a pulse on your entire supply chain and all the intricacies associated with go-to-market and supply chain, the chances of failure are very high,” she warned. For example, when introducing a new flower strain, cultivators must consider the harvest cycle. When producing vape hardware in China, brands must consider the manufacturing-and-shipping timeline.
She also stressed that getting into the right stores is only part of the equation. “Everything else matters too: standard operating procedures, collateral, brand books, and product information,” she said. “Salespeople need all those tools, plus market insights, so they can speak the right language when speaking to different retailers. And your retail program shouldn’t be one-size-fits-all. I think in terms of Tier 1, Tier 2, Tier 3 stores, and your approach to each should look different.”
Retail tiers may be defined by current revenue, strategic importance, growth potential, or some combination of the three. The appropriate framework depends on the brand’s stage of development, but the underlying principle remains the same: High-priority accounts should receive more support than stores with weak product-market fit or little realistic growth potential.
According to Pih, many brands want to get into as many stores as possible without really thinking through what that kind of distribution requires. “Maybe a solid 150 to 200 stores is all you need,” she said. “Your finished goods are cash that’s locked in, and you’re not going to get that money back until it sells through.” Each brand must identify the retail partners most suited to its products, Pih said, because profitability and total revenue are not the same thing. In some cases, she added, reducing store count can improve profitability.
The calculation also may vary by region. Multistate operators can experience substantially different performance across state and regional markets. “Maybe your business is stronger on the East Coast; maybe your business is stronger in California,” Pih said. “So, adapt your market-entry plan by region. Every region and every product category needs its own go-to-market strategy.”
The objective is not maximum distribution but repeatable, profitable sell-through. Brands need to know which stores fit each product, what support those stores require, how quickly inventory is moving, and whether promotions improve margin-adjusted performance. One door that produces steady reorders may be worth more than several that require constant discounting just to keep products moving. In a compressed market, retail intelligence is not merely a reporting function. It tells brands where to place their next dollar — and where to pull back.
