Cannabis category share doesn’t sit still, and neither should your read on it. A market share benchmark takes fresh, item-level storefront data and turns it into a repeatable way to see where category share is concentrating, where it’s shifting, and which brands and products are actually moving units, not just holding shelf space. This is the same data that powers Hoodie’s cannabis analytics platform, drawn from thousands of dispensaries monitored at the item level across all 42 legal U.S. markets and several Canadian provinces.
Whether you’re a brand watching your position, a retailer sizing your assortment, or a sales team prepping for a buyer conversation, here’s what actually belongs in a cannabis competitive analysis like this, and how to build your own.
1. Market Overview
Start with the big picture: how large the category is right now, and whether it’s growing or contracting compared to the last period. This is the number that tells you whether you’re paddling with the tide or against it.
What to look for: whether growth is broad based across markets and categories, or concentrated in just one or two. A category that’s flat nationally but surging in three states is a very different opportunity than one growing everywhere at once.
How to build it: pull total active SKUs, or total dispensaries carrying the category, at two points in time, a week, a month, or a quarter apart, and track the percentage change. Item-level data that refreshes daily lets this comparison run on whatever cadence actually matches your sales cycle.
2. Category Share Leaders
Within any category, share is rarely split evenly. A handful of brands usually hold most of it, and the rest are fighting over what’s left.
What to look for: how concentrated the category is. If the top five brands hold 80% of share, that’s a very different competitive set than one where the top five hold 30%. Concentration also tells you how hard it will be to break in, and where the real openings are.
How to build it: rank brands by active SKU count and by distribution share (the percentage of dispensaries actively carrying them) within your category and market. Watch both numbers together, not just one: a brand can carry a lot of SKUs but still have thin distribution, or the reverse.
3. Biggest Movers
Total share tells you where things stand. Share movement tells you where things are headed, and it’s the signal that’s easiest to miss if you’re only watching totals.
What to look for: the brands gaining or losing share fastest, not just the biggest brands overall. A smaller brand picking up two share points in a month is often a more useful signal than a market leader holding steady.
How to build it: compare each brand’s share at two points in time and rank the difference, gains and losses both. Watch for new entrants cracking your top 20 too, that’s usually the earliest sign a competitor is about to become a real threat.
4. Market Spotlight
Not every market moves the same way at the same time. Picking one market, state, or category to look at closely, instead of trying to track everything at once, is often how the most useful read actually surfaces.
What to look for: a market where something has actually changed, a new entrant, a pricing shift, a distribution push, rather than just whichever market happens to be biggest.
How to build it: pick the market showing the sharpest recent movement in share, pricing, or distribution, then run the same category share leader and biggest mover cuts above, scoped to just that market.
5. What to Watch
A benchmark isn’t just a snapshot, it’s also a way to flag what’s worth tracking into next quarter.
What to look for: two or three trends the data is already showing signs of, not predictions. A brand whose distribution has grown for three straight periods is worth watching. A category where pricing is compressing is worth watching too.
How to build it: look back at what changed most over your last two or three comparison periods, and carry those threads forward instead of starting from scratch each time.
When you’re ready to run this same benchmark on your own brand, category, or market, Hoodie can show you where you actually stand.
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