Michigan Cannabis Retail: Pre-Rolls Reach More Shoppers Than Flower

Chart comparing Michigan cannabis shopper reach: pre-rolls 64.2% versus flower 53.0%

Last month, 64.2% of Michigan cannabis shoppers in the HighRewards receipt network bought at least one pre-roll. Only 53.0% bought flower. That is the widest reach gap we have measured in a mature Michigan market, and it flips the usual assumption about what a dispensary’s core category actually is. Flower still earns more. Pre-rolls simply […]

The Third Visit Problem: Where Cannabis Retail Loyalty Actually Breaks

Three doorways labelled Visit 1, Visit 2 and Visit 3 showing 61.5% return for visit 2 and 41.3% reach visit 3

Cannabis retailers put most of their energy into winning the first visit. The numbers say the real battle is the third. Across our multi-state retail network last month, 61.5% of shoppers came back for a second visit. Only 41.3% made it to a third. Put differently, roughly one in three shoppers who liked a store […]

Why Most PE-Backed App Launches Stall in the First 90 Days

Marketing advisors who work across a handful of PE-backed portfolio companies see the same failure pattern on repeat: leadership greenlights an app or platform launch, engineering ships on time, and the go-to-market plan gets built in the final six weeks before launch instead of the first six. The result is a spike in downloads during […]

Arizona Cannabis Retail: Where the Wallet Leaks

Key takeaways Are Arizona cannabis shoppers loyal to one brand? Not really, and June data makes that clear. The top-ranked brand holds just 5.3% of tracked market share, with Oz Cannabis and Vortex close behind at 4.7% and 4.4%. Stack up the five highest-share brands and they still only account for 22.8% of tracked spend […]

Florida Cannabis Wallet Share: Winners and Losers

Cover graphic: RETAIL DATA INTELLIGENCE, FLORIDA, JUNE. Headline: Florida's Cannabis Growth Winners And Losers. Stats: +14.2% top chain growth, 56.3% top wallet share. Bar chart glyph showing chain wallet-share momentum.

Florida’s cannabis chains are no longer moving together. June 2026 data shows some retailers compounding wallet-share gains month after month, while others with comparable loyalty fundamentals are bleeding customers to competitors. Here is what the numbers say, chain by chain. Key takeaways Which Florida cannabis chains are gaining wallet share fastest? Two chains are pulling […]

Pennsylvania Cannabis Brand Market Share: No Clear Leader

Cover graphic: RETAIL DATA INTELLIGENCE, PENNSYLVANIA, JUNE. Headline No Brand Owns Pennsylvania's Cannabis Shoppers. Stats: 13.6% top brand share, 60% repeat purchase rate. Donut chart showing brand fragmentation.

No single brand owns Pennsylvania’s cannabis shoppers. June’s HighRewards retail intelligence shows a state where the top brand barely clears a tenth of tracked sales, flower still rules the shelf, and loyalty enrollment is lagging well behind how often shoppers actually come back. Key takeaways Which brand leads Pennsylvania’s cannabis market? Supply tops the June […]