Dispensary Inventory Planning

Summary

Inventory planning is where cannabis retail strategy meets cash flow management. The wrong inventory decisions tie up capital in slow-moving product, create stockouts on best-sellers, and leave operators scrambling during peak seasons. This reference provides the heuristics, benchmarks, and playbooks that a seasoned cannabis retail consultant would use to advise dispensary operators -- from setting reorder points by category to building a full-year seasonal strategy to launching a new store with the right product mix from day one.

Three core areas are covered: Category velocity benchmarks establish how fast each product category should turn, when to flag dead stock, and how to protect your top performers using the 30/70 rule. The seasonal calendar maps all twelve months with cannabis-specific events (420, 710, Croptober, Green Wednesday), general retail moments, inventory prep timelines, and marketing hooks. The new store launch playbook walks through four phases -- pre-launch (30 days out), launch week, first 30 days, and first 90 days -- with specific inventory dollar budgets by store type and category allocation targets.

All benchmarks use ranges rather than point estimates because cannabis markets vary significantly by state, market maturity, store format, and competitive density. Every number is date-tagged so Claude can caveat aging data appropriately. For product category definitions and taxonomy, see product-taxonomy.md. For state-by-state regulatory context that affects inventory decisions (purchase limits, product restrictions), see legality.md.

Category Velocity Benchmarks

Inventory Turns by Category (as of 2025)

Inventory turns measure how many times you sell through your entire stock of a category in a year. Higher turns mean faster-moving product and less capital tied up on shelves. Lower turns mean longer shelf life but greater risk of dead stock and expiration waste.

| Category | Target Turns/Year | Days on Hand | Reorder Frequency | Shelf Life Risk | Notes | |----------|-------------------|--------------|-------------------|-----------------|-------| | Flower | 24-36 | 10-15 | 2-3x per week | HIGH -- degrades after 60-90 days | Fastest-moving category. Freshness is a quality signal. Indoor flower turns faster than outdoor in premium markets (as of 2025) | | Pre-Rolls | 18-26 | 14-20 | 1-2x per week | MODERATE -- 3-6 month shelf life | Infused pre-rolls turn faster than standard joints. Multi-packs move during peak seasons (as of 2025) | | Vapes | 12-18 | 20-30 | Weekly to biweekly | LOW -- 12+ month shelf life | Individual SKU velocity lower than flower, but long shelf life reduces risk. Live resin carts turn faster than distillate in mature markets (as of 2025) | | Concentrates | 12-18 | 20-30 | Weekly to biweekly | LOW-MODERATE -- 6-12 months | Niche but loyal customer base. Hash rosin and live resin turn faster than shatter/wax in premium-positioned stores (as of 2025) | | Edibles | 8-14 | 26-45 | Biweekly to monthly | MODERATE -- expiration dates matter | Broad appeal, longest shelf life of consumables. Watch expiration dates -- first-in-first-out (FIFO) rotation is critical (as of 2025) | | Tinctures/Sublinguals | 6-10 | 36-60 | Monthly | LOW -- 12-18 month shelf life | Slowest-moving consumable category. Steady demand from medical and wellness customers (as of 2025) | | Topicals | 6-10 | 36-60 | Monthly | LOW -- 12-24 month shelf life | Niche wellness category. Limited SKU count sufficient. Often drives incremental basket size (as of 2025) | | Beverages | 10-16 | 23-36 | Weekly to biweekly | MODERATE -- 6-12 months, refrigeration needed | Fastest-growing category in mature markets. Requires refrigeration investment. Velocity highly location-dependent (as of 2025) | | Accessories | 4-8 | 45-90 | Monthly to quarterly | NONE -- no expiration | Highest margins (60-70%) but slowest turns. Batteries, papers, and grinders are the staples. Seasonal gift items spike in Q4 (as of 2025) |

Mature vs. emerging market adjustment: In emerging markets (first 1-2 years of legal sales), expect flower turns 20-30% higher than mature market benchmarks -- early consumers skew heavily toward flower. Vape and concentrate turns may be lower as consumer education catches up. By year 3-4, category velocity typically normalizes toward the ranges above (as of 2025).

The 30/70 Rule

30% of your SKUs drive 70% of your revenue. This is the single most important inventory management principle for dispensaries, and it holds true across virtually every cannabis retail operation regardless of store format or market (as of 2025, consistent with Cova Software analysis and Treez data across 300+ organizations).

Identifying your top 30%:

Run a weekly sales velocity report ranked by units sold and revenue generated
Your top 30% of SKUs by revenue are your "protected" inventory -- these should never go out of stock
Review this list monthly because the top 30% shifts with seasonality, new product launches, and market trends
In a typical 400-SKU store, the top 120 SKUs generate roughly $7 out of every $10 in revenue

Protecting top performers:

Set higher par levels and safety stock for top 30% SKUs
Establish backup vendor relationships for your top 10 SKUs specifically
Monitor these SKUs daily, not weekly
Create automated low-stock alerts at 3-day supply threshold for top performers

Mid-tier management (next 50% of SKUs):

These SKUs contribute steady revenue but don't drive the business
Review weekly, reorder at standard par levels
Acceptable to occasionally be out of stock -- customers will substitute within the category
Good candidates for vendor rotation and new product trials

Tail management (bottom 20% of SKUs):

Evaluate monthly: any SKU selling fewer than 1 unit per week for 4 consecutive weeks is a candidate for removal
Before cutting, check if the SKU serves a strategic purpose (completing a brand lineup, serving a specific persona, meeting a compliance requirement for medical patients)
Replace cut SKUs with new products to test -- the tail is your experimentation zone
Target: no more than 5-10% of total SKUs should be truly dead at any given time

Dead Stock Thresholds

Dead stock is inventory that isn't selling and is tying up cash. In cannabis, dead stock also carries degradation risk -- flower loses potency and appeal, edibles approach expiration, and consumer trends move fast enough that yesterday's hot product can become today's shelf-warmer.

| Category | Dead Stock Trigger | Recommended Action | Urgency | |----------|-------------------|-------------------|---------| | Flower | No movement in 14 days | Bundle with popular items, discount 15-25%, offer as loyalty reward | HIGH -- quality degrades daily | | Pre-Rolls | No movement in 21 days | Discount 15-20%, bundle in variety packs | HIGH -- freshness perception matters | | Vapes | No movement in 45 days | Negotiate vendor return/swap, discount 20-30% | MODERATE -- long shelf life gives buffer | | Concentrates | No movement in 45 days | Discount 20-30%, cross-merchandise with accessories | MODERATE -- shelf-stable but trend-sensitive | | Edibles | 50% of shelf life remaining with fewer than 2 units sold | Markdown 25-40%, bundle with other categories | HIGH -- approaching expiration is a waste risk | | Tinctures/Topicals | No movement in 90 days | Deep discount 30-50%, consider vendor return | LOW -- very long shelf life, reassess assortment need | | Beverages | No movement in 30 days | Chill and merchandise near checkout, discount 15-25% | MODERATE -- refrigeration cost compounds dead stock loss | | Accessories | No movement in 120 days | Bundle as gift sets, clearance rack | LOW -- no degradation, but capital is tied up |

Dead stock cost calculation: Beyond the purchase price, dead stock costs include: shelf space opportunity cost (what revenue-generating product could occupy that space), labor cost of managing slow movers, and in flower's case, the degradation discount you'll ultimately take. A $50 wholesale eighth that sits for 30 days and sells at a 25% discount didn't just lose $12.50 in margin -- it occupied premium shelf space that a faster-moving product would have turned 2-3 times in the same period.

Vendor return policies (as of 2025):

Most cannabis distributors do NOT accept returns on flower or pre-rolls
Vape brands commonly offer swap programs for slow-moving hardware (exchange unsold flavors/strains for in-demand ones)
Edible brands may accept returns on products within 60+ days of expiration, depending on the distributor agreement
Always negotiate return/swap clauses into initial vendor agreements -- it's much harder to add them after the first order

Reorder Point Formulas

Safety stock calculation:

Safety Stock = (Max Daily Sales x Max Lead Time) - (Avg Daily Sales x Avg Lead Time)

Example for a top-selling flower strain:

Max daily sales: 8 units
Max lead time: 5 days (vendor backed up, weekend delivery delay)
Avg daily sales: 5 units
Avg lead time: 3 days
Safety stock = (8 x 5) - (5 x 3) = 40 - 15 = 25 units

Reorder point:

Reorder Point = (Avg Daily Sales x Avg Lead Time) + Safety Stock

Using the same example: Reorder Point = (5 x 3) + 25 = 40 units

When on-hand quantity hits 40 units, place the next order.

Lead time assumptions by vendor type (as of 2025):

| Vendor Type | Typical Lead Time | Max Lead Time | Notes | |-------------|-------------------|---------------|-------| | Local craft/farm brand | 1-2 days | 3 days | Often same-day or next-day delivery in dense markets like CA, CO | | Regional distributor | 2-3 days | 5 days | Standard for most orders. May extend to 5+ days for rural locations | | Multi-state brand via distributor | 3-5 days | 7 days | Additional logistics complexity. Plan ahead for popular SKUs | | Exclusive/limited drop | 7-14 days | 21+ days | Pre-orders common. Allocation-based -- you may not get full order quantity |

Par level setting guidance:

| SKU Tier | Par Level Target | Check Frequency | |----------|-----------------|-----------------| | Top 10% (best sellers) | 7-10 days of supply | Daily | | Top 30% (protected) | 5-7 days of supply | Every 2-3 days | | Mid-tier (50%) | 3-5 days of supply | Weekly | | Long tail (bottom 20%) | 2-3 days of supply | Biweekly |

Inventory Health Metrics

Track these key metrics weekly to maintain a healthy inventory position (as of 2025):

| Metric | Target Range | Red Flag | Action If Out of Range | |--------|-------------|----------|----------------------| | Overall inventory turns | 12-20x annually | Below 10x | Audit slow movers, tighten reorder points, cut dead SKUs | | Stockout rate (top 30% SKUs) | Below 5% | Above 10% | Increase safety stock, add backup vendors, shorten reorder cycles | | Dead stock ratio | Below 5% of total SKU count | Above 10% | Aggressive markdowns, vendor swaps, assortment review | | Days of inventory on hand | 21-35 days total | Above 45 days | Over-ordered -- reduce next reorder quantities, run promotions | | Gross margin return on investment (GMROI) | 2.0-3.5x | Below 1.5x | Margins or turns (or both) are too low -- investigate by category | | Shrinkage rate | Below 2% | Above 3% | Compliance audit, employee training, security review | | Fill rate (orders filled complete) | Above 95% | Below 90% | Vendor reliability issue -- diversify supply chain |

GMROI explained: GMROI = Gross Margin / Average Inventory Cost. A GMROI of 2.5x means for every $1 invested in inventory, you generate $2.50 in gross margin annually. This is the best single metric for evaluating whether your inventory investment is working. Cannabis dispensaries should target a GMROI of 2.0-3.5x across all categories (as of 2025). Flower should be at the higher end (fast turns), accessories at the lower end (slow turns but high margins).

Seasonal Calendar

Full-Year Overview (as of 2025)

| Month | Cannabis Events | General Events | Inventory Action | Marketing Hook | |-------|----------------|----------------|-----------------|----------------| | January | -- | New Year's Day, MLK Day | Clearance on holiday stock, reduce inventory 15-20% | Wellness/New Year reset, CBD/low-dose focus | | February | -- | Valentine's Day, Presidents' Day | Stock gift-ready items, curate couples bundles | Valentine's gift sets, "treat yourself" campaigns | | March | Pre-420 prep | Spring break, St. Patrick's Day | Finalize 420 vendor commitments by March 15 | "Spring awakening" promos, loyalty pre-loading | | April | 420 (April 20) | Easter (varies) | Increase stock 40-60% by April 10 | Doorbuster deals, loyalty multipliers, vendor events | | May | Post-420 normalize | Mother's Day, Memorial Day | Return to baseline, wellness push for Mother's Day | Wellness/spa positioning, summer kickoff | | June | Summer ramp | Pride Month, Father's Day | Increase portable formats (pre-rolls, vapes) | Outdoor/social occasions, community events | | July | 710 (July 10) | July 4th | Increase concentrates 30-50% for 710 | Concentrate specials, dab culture, Independence Day | | August | -- | Back to school | Maintain summer levels, good time for new launches | New product introductions, end-of-summer events | | September | Pre-Croptober | Labor Day | Reduce flower orders, negotiate Croptober bulk pricing | Harvest season previews, fall product rotations | | October | Croptober | Halloween | Buy fresh harvest at depressed wholesale, themed packaging | Harvest deals, seasonal edibles, spooky branding | | November | Green Wednesday | Thanksgiving, Black Friday, Cyber Monday | Stock up 30-40% for Green Wednesday | Gratitude/sharing deals, gift bundles, holiday preview | | December | -- | Hanukkah, Christmas, New Year's Eve | Gift sets, premium items, NYE push | Holiday gifts, stocking stuffers, year-end celebrations |

January

Profile: Post-holiday slowdown. Lowest traffic month for most dispensaries across all markets (as of 2025).

Inventory action:

Run clearance on remaining holiday gift sets and seasonal packaging (target: clear 80%+ by January 15)
Reduce overall inventory levels 15-20% from December peaks
Shift category emphasis toward wellness: increase CBD products, tinctures, topicals, and low-dose edibles as a percentage of visible shelf space
This is the best month to audit your SKU assortment -- cut bottom-performing SKUs while traffic is low and the impact on revenue is minimal

Demand patterns:

Transaction count drops 20-30% vs. December in most markets
Average basket size may increase slightly (fewer impulse shoppers, more committed regulars)
Medical patients maintain steady purchasing -- if you're in a dual-license state, medical traffic is your floor
"Dry January" wellness trend creates an opening for CBD, CBN, and low-THC products

Marketing hooks:

"New Year, New Routine" -- position cannabis as a wellness tool (sleep aids, stress relief, fitness recovery)
First-of-year loyalty program pushes (double points, membership drives)
Educational content marketing about consumption methods, dosing, and product types -- lower traffic means more time for budtender-led sessions

State-specific note: In mature markets (CA, CO, WA, OR), January slowdowns are more pronounced because the holiday spike is larger. In emerging markets (OH, MN, MD), January may still show growth if the market is less than 2 years old and consumer adoption is still ramping (as of 2025).

February

Profile: Slight uptick from January. Valentine's Day is a minor but real cannabis retail moment.

Inventory action:

Stock gift-ready packaging: pre-roll tins, curated bundles, branded boxes
Curate "couples bundles" and "self-care" kits combining edibles + topicals + a pre-roll
Increase edible variety (chocolates, gummies) -- Valentine's gifting skews toward edibles and infused products
Presidents' Day weekend: modest traffic bump, standard weekend promotion

Demand patterns:

Valentine's Day drives a 10-15% traffic increase for the week in urban markets (as of 2025)
Gift purchases skew toward edibles, infused pre-rolls, and accessories (pipes, vape batteries)
"Galentine's Day" (Feb 13) and "self-love" positioning increasingly relevant for dispensaries targeting wellness consumers

Marketing hooks:

Valentine's gift guides (by persona: "for the connoisseur," "for the curious," "for the wellness seeker")
Couples date-night bundles with suggested pairings
"Treat yourself" solo campaigns -- many dispensary customers are buying for themselves in February, not gifting

March

Profile: Transitional month. Spring break drives tourism market traffic. The critical 420 preparation window opens.

Inventory action:

420 prep is the top priority. By March 15, vendor commitments for 420 stock should be finalized
Confirm vendor allocation for exclusive or limited 420 drops (popular brands allocate product -- if you don't secure your commitment early, you won't get it)
Order promotional materials (signage, packaging, swag) by early March -- print lead times can be 2-3 weeks
Begin ramping inventory across all categories: target being at 120-130% of normal levels by March 31
Spring break impact: in tourist-heavy markets (Las Vegas, Denver, Los Angeles, Miami-adjacent FL medical), expect a 15-25% traffic increase during spring break weeks

Demand patterns:

St. Patrick's Day is a minor event for cannabis -- treat it like a standard weekend promotion
Pre-rolls and edibles see the earliest pre-420 lift (consumers stocking up starts 2 weeks before 420)
New customer acquisition often spikes in March as marketing campaigns ramp toward 420

Marketing hooks:

"Spring has sprung" -- new strains, new products, fresh drops
Loyalty program pre-loading: "earn double points now, redeem during 420"
Early access / VIP preview of 420 deals to loyalty members
Spring break specials in tourism markets

April -- 420 Season (Cannabis's Black Friday)

Profile: The single biggest sales event in cannabis retail. April 20 is the industry's Black Friday, and the surrounding week (April 15-20) sees sustained elevated traffic. In mature markets, some dispensaries do 3-5x their normal daily revenue on April 20 (as of 2025).

Inventory action -- critical timeline:

| Date | Action | |------|--------| | March 15 | 420 vendor commitments finalized, allocations confirmed | | April 1 | All 420 promotional inventory received and stocked | | April 7 | Verify stock levels -- any gaps, place emergency orders now | | April 10 | Shelves fully stocked at 140-160% of normal levels | | April 15-19 | Daily stock checks, same-day reorders for fast movers | | April 20 | All hands on deck. 2-3x normal staffing | | April 21-23 | Assess remaining stock. Begin markdowns on 420-specific overstock | | April 25+ | Normalize inventory. Aggressive clearance on any 420 promotional items |

Category-specific 420 strategy:

Flower: Ounce specials, bulk deals, limited-edition 420 strains. Increase flower inventory 50-60%. This is the one time of year when ounce buyers come out in force
Pre-rolls: Multi-packs (5-packs, 10-packs, party packs) are the hero product. Infused pre-roll variety packs. Increase 40-50%
Edibles: Party packs, high-count gummy bags, shareable formats. Increase 30-40%
Vapes: Disposable vapes for trial/party use, multi-pack deals. Increase 20-30%
Concentrates: 710 is the concentrate holiday, but 420 still drives a 20-30% concentrate lift
Accessories: Rolling kits, grinders, stash boxes -- gift/impulse items. Stock "420 starter kit" bundles

Staffing: Plan for 2-3x normal foot traffic April 18-20. Cross-train non-sales staff (inventory, marketing) for register/floor support. If your POS has an express lane or self-checkout option, deploy it. Lines are the number one customer complaint during 420 rushes.

Post-420 critical warning: The week after 420 (April 21-27) typically sees a 30-40% traffic drop below normal baseline as the market absorbs the surge. Do NOT over-order perishables (flower, pre-rolls) for the post-420 period. Any 420-specific promotional packaging or branded items should be cleared by April 30 -- they become dead stock quickly.

Financial impact benchmark (as of 2025): A well-prepared dispensary in a mature market can expect 420 week (April 14-20) to generate 8-12% of annual revenue in a single week. Stores that don't prepare adequately leave 30-50% of that potential on the table through stockouts and long wait times.

May

Profile: Post-420 normalization. Mother's Day is a meaningful sales moment. Memorial Day weekend kicks off summer.

Inventory action:

Return to baseline inventory levels by May 1 -- do not carry 420 overhang
Mother's Day (second Sunday): wellness positioning. Stock CBD topicals, bath products, low-dose edibles, and tinctures. Gift sets with a spa/self-care theme
Memorial Day weekend: standard summer-weekend traffic bump. Outdoor and portable product emphasis
Begin summer inventory planning: increase pre-rolls, vapes, and beverages for outdoor/social consumption season

Demand patterns:

Mother's Day drives a 10-15% lift in the week preceding, concentrated in gift-appropriate categories (as of 2025)
Topicals and tinctures see their highest sales velocity of the year around Mother's Day and winter holidays
Summer traffic ramp begins in tourism and recreation markets (CO, NV, CA coast)

Marketing hooks:

Mother's Day wellness gift guides
"Treat Mom" (or "Treat Yourself") bundles with curated wellness products
Memorial Day kickoff: outdoor strains, portable products, summer vibes

June

Profile: Summer ramp-up. Consistent traffic increase in recreation and tourism markets. Pride Month is a community engagement opportunity in urban markets.

Inventory action:

Increase portable/outdoor-friendly formats: pre-rolls (+20%), vapes (+15%), beverages (+25%)
Cannabis beverages are a summer standout -- ensure refrigeration capacity is adequate. Stock session-dose (2.5-5mg THC) beverages for social occasions
Father's Day (third Sunday): concentrate-leaning gift bundles, premium flower, accessories
Begin thinking about 710 prep: lock in concentrate vendor allocations by late June

Demand patterns:

Summer foot traffic increases 10-20% in tourist markets vs. spring (as of 2025)
Pre-rolls become the highest-velocity category during summer in many markets (portability drives the shift)
Beverage category sees its strongest growth May-September, driven by social consumption occasions
Pride Month events in major urban markets (LA, NYC, Denver, Chicago, SF) can drive localized traffic spikes

Marketing hooks:

Pride Month community partnerships and sponsorships
Father's Day gift guides (skewed toward concentrates, accessories, premium flower)
Outdoor/adventure/summer strain recommendations
"Session sipping" beverage campaigns

July -- 710 (Concentrate Day, July 10)

Profile: The second-biggest cannabis holiday after 420. July 10 ("OIL" upside down) is concentrate culture's celebration. July 4th also drives a significant mid-week or weekend sales spike.

Inventory action -- 710 prep:

Increase concentrate inventory 30-50% by July 5, focused on premium tier:
- Live resin, live rosin, diamonds, sauce -- these are the hero products for 710
- Hash rosin from premium solventless brands is the flagship category
- Badder/budder, shatter, and crumble serve the value tier
Stock premium dab accessories: rigs, e-nails, carb caps, dab tools, terp pearls
710 is more niche than 420 -- the customer base is smaller but significantly higher-spending per transaction
Average 710 basket size is typically 40-60% higher than the store average (concentrate enthusiasts buy premium and buy multiple SKUs)

July 4th strategy:

Independence Day drives a 420-lite traffic pattern: 20-30% above normal for the holiday weekend
Emphasis on party and social products: pre-roll packs, edible variety packs, beverages
Outdoor-friendly products dominate: pre-rolls > flower, vapes > concentrates for July 4th specifically

Category-specific 710 guidance:

Concentrates: 30-50% inventory increase. Feature solventless (hash rosin, live rosin) prominently. Curate a "710 menu" with exclusive or limited drops
Accessories: Stock dab rigs across price points ($30-$300+). Replacement bangers and carb caps. Dab tools and ISO cleaning supplies
Flower: Maintain normal levels. 710 customers cross-shop flower but it's not the driver
Edibles/Vapes: Normal levels. Some 710 customers are concentrate-only; don't over-index on these categories for 710

Financial impact benchmark (as of 2025): 710 generates roughly 30-40% of the sales lift that 420 produces. In concentrate-heavy markets (CA, CO, OR), the ratio can be higher. In markets where concentrate culture is less established (newer rec states), 710 may be only a modest bump.

August

Profile: Steady summer traffic. No major cannabis events. Good operational window for new product launches, assortment optimization, and Croptober planning.

Inventory action:

Maintain summer levels across all categories
This is the best month to launch new products: traffic is consistent, no seasonal events compete for attention, and budtenders have bandwidth for customer education
Begin Croptober planning: research which outdoor/greenhouse brands will have harvest product available in October
Evaluate summer performance data: which products exceeded expectations? Which underperformed? Adjust fall assortment accordingly
Back-to-school has minimal direct impact on cannabis retail but may shift traffic patterns (earlier shopping hours, less midday traffic in college markets)

Demand patterns:

Consistent traffic, modest baseline decline from July peak (as of 2025)
New product launches see 15-25% higher trial rates in August vs. launching during peak seasons (less promotional noise)
Customer acquisition costs tend to be lowest July-August (less competition for attention)

Marketing hooks:

New product launch events and tastings
End-of-summer strain roundups ("strains of summer")
Loyalty program engagement: summer rewards redemption campaigns
"Last days of summer" outdoor-themed promotions

September

Profile: Transition from summer to fall. Labor Day weekend delivers a strong holiday bump. Croptober preparation is the strategic priority.

Inventory action:

Labor Day weekend: Stock for a 20-25% traffic increase. Pre-roll packs and edibles for BBQs and gatherings
Croptober preparation is critical: Begin reducing flower purchase orders in mid-September. The outdoor harvest hits the wholesale market in October, and prices drop significantly
Contact outdoor/greenhouse growers and distributors: negotiate Croptober bulk pricing commitments
Plan for October fresh harvest intake: ensure you have display space and refrigeration (for fresh frozen) ready
Reduce accessory orders -- gift-giving season hasn't started yet, and Q4 accessories should be ordered in early October for holiday inventory

Demand patterns:

Labor Day weekend: 15-20% traffic increase, social consumption product focus (as of 2025)
Post-Labor Day dip through mid-September as summer tourism declines
Late September sees early "pumpkin spice" equivalent in cannabis -- fall-themed edibles, cozy indica strains, evening consumption products

Marketing hooks:

Labor Day weekend deals
"Harvest is coming" -- Croptober preview content
Fall strain recommendations (relaxing indicas, cozy evening products)
Transition from outdoor/social to indoor/personal consumption messaging

October -- Croptober (Harvest Season)

Profile: The annual outdoor cannabis harvest floods the wholesale market. This is the most strategically important inventory month after April. Wholesale flower prices typically drop 20-40% in major outdoor-growing markets (CA, OR, WA, CO) as harvest product enters the supply chain (as of 2025).

Inventory strategy -- Croptober playbook:

Pre-Croptober (weeks 1-2): Reduce existing flower inventory to minimum viable levels. You want shelf space and cash available for fresh harvest product
Harvest arrivals (weeks 2-4): Fresh outdoor/greenhouse flower hits the market. Negotiate aggressively -- vendors are motivated to move large volumes. Wholesale prices can drop to $400-$800/lb in mature outdoor markets (CA, OR) vs. $800-$1,500 in normal months (as of 2025)
Quality selection: Croptober is NOT the time to go cheap blindly. Some harvest product is excellent (sun-grown, organic, living soil outdoor from premium farms), some is mediocre (rushed cures, machine-trimmed volume product). Sample before committing to large orders
Stock-up window: The 2-3 weeks after initial harvest hits the market is the best wholesale buying opportunity of the year. Smart operators stock 4-6 weeks of flower inventory at discounted prices

Category behavior during Croptober:

Flower: Wholesale prices drop 20-40%. Retail prices may hold or drop modestly (10-15%). The margin opportunity is in buying low wholesale and maintaining retail prices
Pre-rolls: Expect wholesale flower savings to flow through to pre-roll production within 4-6 weeks. Some brands release "Croptober packs" at value pricing
Vapes/Concentrates/Edibles: Minimal Croptober impact on pricing. Wholesale input costs drop slightly but the processing/manufacturing buffer smooths out the price drop
Outdoor/greenhouse brands: This is their moment. Feature these brands prominently -- freshness and harvest storytelling drive consumer interest

Halloween (October 31):

Minor cannabis retail event, but themed packaging and edibles sell well
"Spooky" gummy shapes, Halloween-branded pre-roll packs
10-15% traffic bump on the Halloween weekend, focused on edibles and pre-rolls (as of 2025)

November -- Green Wednesday + Thanksgiving

Profile: Green Wednesday (the day before Thanksgiving) is the 2nd or 3rd biggest sales day of the year, rivaling or exceeding individual days during 420 week in some markets. The full Thanksgiving-through-Cyber Monday stretch is a sustained sales event (as of 2025).

Inventory action -- Green Wednesday prep:

Increase stock 30-40% across all categories by November 20
Green Wednesday customers are shopping for Thanksgiving gatherings -- emphasis on shareable, social products:
- Pre-roll multi-packs (5-packs, party packs)
- Edible variety packs (mixed gummies, chocolate assortments)
- Cannabis beverages for the dinner table
- Gift-ready packaging for bringing to the host's house
Staffing: plan for 1.5-2x normal traffic on Green Wednesday specifically. It's compressed into one day, unlike 420's multi-day spread

Black Friday / Cyber Monday (as of 2025):

Growing in cannabis but still smaller than traditional retail's version
Accessories are the strongest Black Friday category for cannabis (high margins, gift appeal)
Online ordering with in-store pickup is the cannabis version of "Cyber Monday"
Gift set bundles and loyalty program promotions work well
Some markets see 15-25% traffic increase over the Black Friday weekend

Category emphasis for November:

Edibles: Peak gifting category. Stock holiday-themed packaging, variety packs, and premium chocolates
Pre-rolls: Multi-packs for gatherings. Infused pre-roll gift sets
Accessories: Begin holiday gift stock. Premium grinders, vape batteries, stash boxes
Flower: Standard levels with emphasis on popular strains for holiday gatherings
Beverages: Thanksgiving dinner pairing angle -- low-dose social beverages

Financial impact benchmark (as of 2025): Green Wednesday alone can generate 2-4% of annual revenue in a single day. The full November holiday stretch (Green Wednesday through Cyber Monday) can produce 6-9% of annual revenue in mature markets.

December

Profile: Holiday gift buying, culminating in New Year's Eve. Sustained elevated traffic from early December through NYE, with brief dips in the first week of January.

Inventory action:

Gift inventory is the priority: Stock gift sets, premium items, accessories, and anything with gift-ready packaging
Gift sets should span price points: $25-$50 (stocking stuffers), $50-$100 (standard gifts), $100-$250 (premium gifts)
Stock a curated "gift guide" display near the entrance with pre-selected bundles for easy shopping
New Year's Eve push: edibles (party packs, midnight-themed), pre-rolls (celebration packs), beverages (champagne-substitute positioning)
End-of-year inventory audit: Evaluate all dead stock for potential tax write-offs before December 31. In states that allow it, inventory adjustments for damaged/expired product should be processed before year-end

Demand patterns:

Gift purchases peak December 15-24. Baskets skew toward items the buyer wouldn't normally purchase for themselves (premium, curated, branded)
Accessories see their highest velocity of the year (batteries, premium grinders, branded merch, stash boxes)
New Year's Eve (December 31) drives a concentrated single-day spike similar to Green Wednesday -- plan staffing accordingly
Medical patient traffic remains steady throughout -- the holiday lift is almost entirely recreational and gift-driven (as of 2025)

Marketing hooks:

Holiday gift guides by persona and budget
"12 days of cannabis" daily deals countdown
Hanukkah, Christmas, and Kwanzaa-inclusive holiday messaging
New Year's Eve party bundles and countdown kits
Year-in-review: top products, most popular strains, community milestones

Tax planning tip: Any inventory purchased but not sold by December 31 sits on the balance sheet as an asset for tax purposes. Under IRC 280E (still in effect for federal cannabis taxation as of 2025), cost of goods sold (COGS) is deductible but other expenses are not. Carefully managing year-end inventory levels has real tax implications for cannabis operators. Consult a cannabis-specialized accountant for specifics.

For full 280E treatment and the annual tax calendar, see references/280e.md and references/accounting.md §Cannabis Tax Calendar. The year-end inventory move described above is one specific application of broader cannabis tax planning.

New Store Launch Playbook

Opening a new dispensary is a high-stakes inventory exercise. Order too much and you tie up scarce capital in slow-moving product. Order too little and you stockout during your highest-traffic period (launch week), setting a negative first impression. This playbook provides a phased approach with specific budgets, category allocations, and adjustment triggers.

Pre-Launch Phase (30 Days Out)

Vendor Selection and Onboarding

Minimum vendor count for opening day: 8-12 vendors across all categories. This provides sufficient product variety without creating unmanageable vendor relationships in week one.

Vendor selection criteria (prioritized):

Reliability: Can they deliver consistently and on time? New stores can't afford supply chain disruptions in the first 90 days
Product-market fit: Do their products match your positioning? A premium boutique needs craft brands, not budget flower
Terms: Payment terms matter more for new stores -- COD is standard for new accounts, but negotiate Net 7 or Net 15 where possible. Every day of float helps cash flow
Support: Will they provide budtender training, demo product, POP materials? Brands that invest in retail partnerships are more likely to support a new store
Compliance: Verify all licenses, manifests, and testing results. New store launches are high-visibility for regulators
Breadth vs. depth: For opening, favor breadth (cover all categories) over depth (deep inventory in one category). You don't yet know your customer base

Critical vendor categories to fill before opening:

At least 2-3 flower vendors (premium + mid-tier + value)
At least 2 pre-roll brands
At least 2 vape brands (one premium, one mainstream)
At least 1 concentrate brand
At least 2-3 edible brands (gummies mandatory, plus chocolate or baked goods)
At least 1 tincture/topical brand
At least 1 beverage brand (if refrigeration available)
Accessories from 1-2 distributors

Opening Inventory Budget by Store Type (as of 2025)

| Store Type | Market | Budget Range | SKU Count Target | Notes | |------------|--------|-------------|-----------------|-------| | Single-store independent | Mature market (CA, CO, WA, OR, MI) | $80,000-$150,000 | 250-400 SKUs | Higher budget needed due to competitive saturation and consumer expectations | | Single-store independent | Emerging market (OH, MN, MD, MO) | $50,000-$100,000 | 150-300 SKUs | Lower competition allows a more conservative opening inventory | | Small chain adding location (2-5 stores) | Mature market | $100,000-$200,000 | 300-500 SKUs | Leverage existing vendor relationships for better terms and product access | | Small chain adding location (2-5 stores) | Emerging market | $75,000-$150,000 | 200-400 SKUs | Existing operational knowledge reduces risk of over-ordering | | MSO new market entry (6+ stores) | Any market | $150,000-$300,000 | 400-600 SKUs | Brand consistency requirements drive higher SKU count. May need to establish new vendor relationships in the market | | Delivery-only / hub model | Any market | $30,000-$60,000 | 100-250 SKUs | No showroom inventory needed. Focus on top sellers and popular categories |

Budget allocation note: These ranges represent wholesale cost of product on shelves at opening, NOT total startup capital. Total startup costs (build-out, licensing, staffing, marketing, technology, working capital reserve) are covered in opening-dispensary.md and startup-costs.md.

Category Allocation for Opening Day Inventory

| Category | % of Budget | Dollar Range (Single-Store, Mature) | Dollar Range (Single-Store, Emerging) | Why This Allocation | |----------|-------------|-------------------------------------|---------------------------------------|---------------------| | Flower | 35-40% | $28,000-$60,000 | $17,500-$40,000 | Highest velocity, drives traffic, sets quality perception. Stock 3 tiers: premium, mid, value | | Pre-Rolls | 10-15% | $8,000-$22,500 | $5,000-$15,000 | Impulse buys, entry point for new consumers, low per-unit risk | | Vapes | 15-20% | $12,000-$30,000 | $7,500-$20,000 | High margin, strong repeat purchase. Stock 510 carts and disposables | | Concentrates | 5-10% | $4,000-$15,000 | $2,500-$10,000 | Niche but loyal customer base. Don't over-invest until you know your market | | Edibles | 15-20% | $12,000-$30,000 | $7,500-$20,000 | Broadest appeal, longest shelf life, lowest spoilage risk. Gummies are mandatory | | Tinctures/Topicals | 3-5% | $2,400-$7,500 | $1,500-$5,000 | Wellness customers. Slow but steady. Stock basics, expand based on demand | | Beverages | 3-5% | $2,400-$7,500 | $1,500-$5,000 | Growing category but requires refrigeration. Start small, scale if velocity warrants | | Accessories | 3-5% | $2,400-$7,500 | $1,500-$5,000 | Highest margins (60-70%). Batteries, papers, grinders are the essentials |

Mature market vs. emerging market category skew:

In mature markets, consumers are more sophisticated -- allocate more to vapes, concentrates, and beverages (diversified consumption preferences)
In emerging markets, flower and edibles dominate because consumers default to familiar formats. Pre-rolls are the entry point. Allocate less to concentrates and beverages initially
Adjust your allocation after 30 days of sales data -- your actual customer base will tell you what they want

Compliance Checklist for Opening Inventory

Before placing the first order, verify (as of 2025):

[ ] State-mandated inventory tracking system is set up and tested (Metrc, BioTrack, or state-built system -- see legality.md for which system your state uses)
[ ] Track-and-trace integration with your POS is verified with test manifests
[ ] Receiving workflow is documented: who accepts deliveries, how are manifests reconciled, where is product stored before going to the sales floor
[ ] Storage requirements met: secure vault/cage for pre-sale inventory, temperature-controlled storage for edibles and beverages, compliant packaging area
[ ] Insurance coverage confirmed for inventory value (cannabis-specific business insurance required in most states)
[ ] Employee product handling training complete: chain of custody, waste/disposal procedures, sample policies
[ ] Opening-day physical inventory count process planned: you need a baseline count on day one for compliance and financial reporting

Launch Week

Expected traffic patterns:

| Day | Traffic vs. Normal | Profile | |-----|-------------------|---------| | Day 1 (Grand Opening) | 3-5x | Huge initial surge. Curious locals, cannabis enthusiasts, deal-seekers. Expect lines | | Day 2 | 2-3x | Strong carryover. Word-of-mouth bringing in friends of day-1 visitors | | Day 3 | 1.5-2x | Normalizing but still elevated. Early repeat visitors returning | | Days 4-5 | 1.2-1.5x | Approaching baseline. The "new store" buzz is fading | | Days 6-7 | 1-1.2x | Near normal. Your actual customer base is emerging |

Staffing: Schedule 2x normal staffing for the first 3 days. This means every register manned, floor staff actively engaging, and at least one person dedicated to receiving/restocking. The number one brand-damaging mistake during launch week is long wait times.

Inventory monitoring during launch week:

Check stock levels on your top 20 SKUs every 4 hours during days 1-3
Same-day reorder trigger: any SKU below 3 units remaining on the shelf
End-of-day inventory reconciliation: compare POS sales to physical counts -- catch discrepancies immediately while they're small
Track which categories are moving faster or slower than projected -- this data drives your first reorder

Promotional strategy (as of 2025):

Grand opening discounts: 10-20% off storewide OR loyalty signup bonus (e.g., $10 credit for joining the loyalty program)
Avoid deep discounting (30%+ off) during launch week. It sets a price expectation that's hard to walk back. Customers acquired at deep discounts often don't return at full price
First-time customer incentive: loyalty program signup with an immediate reward (free pre-roll, $5 off next visit)
Vendor-sponsored demos or pop-ups during launch week -- brands will often provide staff, samples, and swag if the relationship is established pre-opening

Data capture priorities during launch week:

Loyalty program signup rate: target 50%+ of transactions
Collect basic demographic data through loyalty signup (zip code, age range, email/text opt-in)
Document every stockout -- what sold out, when, and how quickly. This is critical data for your first reorder cycle
Track average transaction value (ATV) and basket size -- this establishes your baseline

First 30 Days

The first month is about calibrating your opening assumptions against reality. Every number you projected pre-launch will be wrong to some degree -- the question is which direction and how much.

Weekly adjustment triggers:

| Signal | Threshold | Action | |--------|----------|--------| | Category selling above projection | >150% of plan | Reorder immediately. Increase par levels by 30%. Consider adding more SKUs in this category | | Category selling below projection | <50% of plan | Investigate: wrong products? Wrong price points? Wrong placement? Survey budtenders for customer feedback | | Individual SKU hot seller | Top 10% by velocity | Protect: increase safety stock, explore backup vendor, feature prominently on menu | | Individual SKU non-performer | <1 unit/week after 2 weeks | Replace with an alternative from the same category. Don't give slow movers more than 3-4 weeks | | Out-of-stock on a top seller | Any occurrence | Root cause analysis: reorder point too low? Lead time underestimated? Vendor reliability issue? Fix systemically | | Customer request for product not stocked | 3+ requests for same product/brand | Add to next order. Customer demand signals are the most reliable buying guide |

Key metrics to track in month one (as of 2025):

| Metric | Target Range | How to Track | |--------|-------------|--------------| | Transactions per day | Varies by market (50-200 for a new single-store) | POS daily report | | Average transaction value (ATV) | $40-$70 (mature market), $50-$80 (emerging, lower competition) | POS average basket report | | Category mix % (revenue) | Compare to opening allocation -- how much has it shifted? | POS category report | | Loyalty signup rate | 50%+ of transactions | Loyalty program dashboard | | Return/exchange rate | Below 3% | POS returns report | | Stockout events | Track every one -- zero tolerance for top 30% SKU stockouts | Manual log + POS alerts | | Customer NPS or satisfaction | Baseline -- any score is good, trend matters more | Survey tool or in-store feedback |

Vendor relationship building in month one:

Place second orders with your top-performing vendors within 2-3 weeks. Quick reorders signal that you're a serious account
Share sales data with vendors (they want to know what's selling). Good vendors will adjust their recommendations based on your actual performance
Begin discussing terms improvement: if you're paying COD, ask about Net 7 after 2-3 successful orders
Identify 1-2 vendor relationships you want to deepen -- these will become your anchor brands

First 90 Days

By day 90, you transition from "new store figuring things out" to "established operation with data-driven decisions." Here's what you should know and have in place.

What you should know by day 90:

| Knowledge Area | What to Have | How to Get It | |----------------|-------------|--------------| | Actual category mix | Your real category mix by revenue (not what you planned) | POS category reports, 60-day average | | Top 30% of SKUs | Your protected inventory list | Velocity ranking, weekly review for stability | | Dead stock | SKUs to cut -- anything with <1 unit/week for 4+ weeks | Dead stock report, vendor return discussions | | Customer base profile | Who's actually shopping with you (demographics, frequency, preferences) | Loyalty data, zip code analysis, budtender feedback | | Peak traffic patterns | Your busy days, busy hours, and seasonal baseline | POS hourly/daily transaction data | | Vendor reliability scores | Which vendors deliver on time, which don't | Order tracking, delivery date adherence | | Competitive positioning | Where you sit vs. nearby dispensaries (price, selection, experience) | Mystery shopping, price comparison, Weedmaps/Leafly reviews |

Operational benchmarks by day 90 (as of 2025):

| Metric | Target | Red Flag | |--------|--------|----------| | Reorder cadence established | Weekly for flower/pre-rolls, biweekly for all others | Irregular/reactive ordering (buying only when you run out) | | Inventory days on hand | 21-35 days total across all categories | Above 45 days (over-invested) or below 14 days (under-stocked) | | Dead stock ratio | Below 8% of total SKUs (higher tolerance than established stores) | Above 15% -- your initial assortment missed the market | | Loyalty program penetration | 40-60% of transactions | Below 25% -- your program isn't compelling enough | | Average transaction value | Stable or growing from month-1 baseline | Declining ATV (may signal over-discounting or wrong product mix) | | Gross margin | 40-55% blended across categories | Below 35% (pricing or cost issue) or above 60% (may be over-pricing and losing traffic) |

Vendor terms renegotiation:

With 90 days of data and consistent ordering, you have leverage for better terms
Push for Net 15-30 on your top 3-5 vendors (COD to terms is the single biggest cash flow improvement available)
Explore volume discounts: commit to monthly minimums in exchange for 5-10% pricing improvement
Negotiate return/swap clauses for slow-moving inventory -- this is much easier once you're an established account
Discuss exclusivity or early access for high-performing brands -- if you're one of their top accounts in the area, they may offer limited product access

90-day inventory target:

Settle into 3-4 weeks of total inventory on hand as measured by cost at retail
Lower than 3 weeks = stockout risk, especially on slower-turning categories with longer lead times
Higher than 4 weeks = too much capital tied up in product. Cut slower movers, tighten reorder points
This target should be re-evaluated quarterly as you build historical data and understand seasonal patterns

Common 90-day mistakes:

Not cutting dead stock fast enough. Emotional attachment to products that aren't selling ("it'll pick up eventually") costs money and shelf space. If it hasn't sold in 4 weeks, it won't
Expanding SKU count too quickly. The temptation is to add more products when the answer is often fewer, better products. Stay at or near your opening SKU count for 90 days before expanding
Ignoring vendor terms. Paying COD on every order after 90 days means you haven't negotiated. Vendors expect the conversation -- initiate it
Not tracking the right metrics. Revenue alone isn't enough. Track revenue AND turns AND margins AND stockout rate by category. A category generating high revenue but low turns and low margin is a cash trap
Over-reacting to single-week data. Wait for 3-4 week trends before making major assortment changes. One bad week isn't a trend -- but four bad weeks is

Vendor Selection and Negotiation

Margin Expectations by Category (as of 2025)

| Category | Typical Retail Margin | Range Notes | |----------|----------------------|-------------| | Flower | 45-55% | Indoor/craft commands higher margins (55-65%) in premium stores. Outdoor/greenhouse margins tighter (40-50%) | | Pre-Rolls | 45-55% | Infused pre-rolls carry 5-10% higher margins than standard. Multi-packs may have slightly lower per-unit margin but higher basket value | | Vapes | 40-50% | Hardware (batteries) margins can exceed 60%. Cartridge/pod margins are more competitive due to brand pricing power | | Concentrates | 45-60% | Solventless/hash rosin carries premium margins (55-65%). Commodity concentrates (shatter, distillate) are tighter (40-50%) | | Edibles | 50-60% | Highest margins in the consumable categories. Low-dose/nano products often command premium pricing | | Tinctures/Topicals | 50-65% | Lower velocity offset by higher margins. Wellness positioning supports premium pricing | | Beverages | 45-55% | Emerging category -- margins are still settling. Refrigeration and weight/breakage add hidden costs | | Accessories | 60-70% | Highest margins in the store. No compliance overhead, no spoilage risk, no testing costs |

Margin compression trend (as of 2025): In mature markets (CA, CO, OR, WA), retail margins have compressed 5-10 percentage points from 2020 peaks as competition intensified and wholesale prices stabilized. Emerging markets (OH, MN, MD) still offer pre-compression margins, but expect convergence within 2-3 years of recreational launch.

Payment Terms by Account Stage (as of 2025)

| Account Stage | Typical Terms | How to Negotiate Better | |---------------|--------------|------------------------| | New account (first 3 orders) | COD (cash on delivery) or prepay | Pay on time/early. Build the relationship. Some vendors offer Net 7 if you provide a credit reference | | Established (1-3 months, 5+ orders) | COD to Net 7 | Ask. Most vendors have a "good account" threshold of 3-5 orders. Provide your POS sales data showing their product velocity | | Reliable (3-6 months, consistent orders) | Net 15 | Commit to standing weekly/biweekly orders. Vendors value predictability. Volume commitment helps | | Anchor account (6+ months, high volume) | Net 30 | You're a proven revenue driver. Push for Net 30, volume discounts, and priority allocation on limited products |

Co-Marketing and Vendor Support (as of 2025)

Smart vendors invest in retail partnerships because it drives their sell-through. Here's what to expect and ask for:

Standard vendor support:

Budtender training sessions (product knowledge, sell-through tips)
Demo/sample product for staff education
POP materials (posters, shelf talkers, menu cards)
Digital assets (product photos, descriptions) for your online menu

Premium vendor support (for top accounts):

In-store pop-up events / brand takeovers (vendor provides staff and swag)
Co-branded social media content
Exclusive or early-access product drops
Vendor-funded promotions (buy-one-get-one, loyalty point multipliers)
Category management consultation (vendor-provided planogram or assortment recommendations)

Negotiation tip: Vendor support is often easier to negotiate than price concessions. A vendor who won't budge on wholesale price may readily agree to fund a pop-up event, provide training materials, or supply demo product. The total value of non-price support can exceed a 5% price discount.

Vendor Scorecard

Track vendor performance across these dimensions and review quarterly:

| Dimension | Weight | Metrics | |-----------|--------|---------| | Product performance | 30% | Sell-through rate, GMROI, customer feedback | | Reliability | 25% | On-time delivery rate, order fill rate, communication responsiveness | | Terms and pricing | 20% | Margin contribution, payment terms, volume discounts | | Support and partnership | 15% | Training provided, marketing support, demo product, event participation | | Compliance | 10% | Testing results always current, manifests accurate, recall responsiveness |

Vendor rationalization: Review your full vendor roster quarterly. A single-store independent should maintain 8-15 active vendor relationships. A small chain might have 15-25. More than that creates operational complexity that outweighs assortment benefits. Cut the bottom-performing vendor each quarter and replace with a new trial vendor.

Market Maturity Adjustments

The benchmarks in this document reflect ranges across US markets, but market maturity dramatically affects which end of each range applies. Use these adjustments as a calibration layer (as of 2025).

Mature Markets (5+ Years of Recreational Sales)

States: California, Colorado, Washington, Oregon, Nevada, Massachusetts, Michigan, Illinois

Inventory adjustments:

Flower's share of revenue is declining (35-40% and falling). Vapes, concentrates, and beverages are gaining share
Consumer sophistication is high -- stock curated, differentiated product. Commodity product faces pricing pressure
Vendor competition is intense -- more leverage for the retailer on pricing and terms
Dead stock thresholds should be stricter (flower: 10 days, not 14)
Seasonal events generate larger swings (420 can be 3-5x vs. 2-3x in newer markets)
Croptober price drops are more dramatic (outdoor wholesale can drop 40%+ in CA, OR)

Emerging Markets (1-3 Years of Recreational Sales)

States: Ohio, Minnesota, Maryland, Missouri, New Jersey, New York, Connecticut, Rhode Island

Inventory adjustments:

Flower dominates (45-55% of revenue). Consumers are still learning about alternatives
Edibles are the second-most accessible category for new consumers (no specialized equipment needed)
Concentrate and beverage categories are under-developed -- stock basics but don't over-invest
Vendor options may be limited by state licensing structures -- build relationships early with the available brands
Higher margins available due to less competition, but also higher per-unit costs (smaller scale production)
Seasonal events generate smaller swings -- the customer base is still growing, so baseline growth masks seasonality
Launch playbook budgets can skew toward the lower end of ranges

Medical-Only Markets

States: Florida, Pennsylvania, Oklahoma, Arkansas, Utah, and others (see legality.md for full list)

Inventory adjustments:

Patient-centric assortment: emphasize tinctures, topicals, capsules, and precisely dosed edibles
Flower and vapes still matter but the wellness framing is stronger
Seasonal patterns are muted -- medical patients maintain more consistent purchasing patterns
New store launches should allocate more to tinctures/topicals (8-12% vs. 3-5% for rec-focused stores)
Vendor relationships are often more limited (fewer licensed producers in medical-only states)
Compliance requirements are typically stricter -- factor this into vendor evaluation (testing, labeling, packaging)

Limited-License vs. Open-License Markets

Limited-license markets (IL, NJ, CT, NY, FL, PA, OH): Fewer competitors but higher barriers to entry. Inventory planning is less about competitive differentiation and more about meeting demand from a large unserved customer base. Stock broadly across categories -- your customers have fewer alternatives.

Open-license markets (OK, CO, OR, MI): Many competitors, some operating at razor-thin margins. Inventory planning must emphasize differentiation and efficiency. Dead stock is more costly because margins are tighter. Vendor negotiation leverage is higher because vendors are competing for shelf space.

Phase 9 | RETAIL-03 | As of 2025