Part of EPR's Cannabis pillar and AI Visibility coverage · Related: Cannabis AI Search Visibility — The 2026 Playbook
The 12 U.S. cannabis operators most likely to be cited when buyers ask ChatGPT, Claude, Gemini, Perplexity, or Google AI Overviews.
By EPR Editorial Team
Cannabis is the most regulated, most fragmented, and most difficult-to-market major consumer category in America.
Twenty-four states allow adult-use cannabis. Thirty-nine allow medical use. Yet federal restrictions still limit advertising, mainstream media placement, and national brand-building at scale.
Consumers fill that gap by asking AI.
Increasingly, cannabis discovery starts in a chatbox — not a browser, not a billboard, and often not inside the dispensary itself. The category-level mechanics of how cannabis brands earn AI citation — Reddit dominance, trade press authority, founder voice, compliance considerations — are mapped in Cannabis AI Search Visibility — The 2026 Playbook.
The chatbox is the new shelf. The chatbox is the new budtender.
When a buyer asks:
…the names the AI engine returns become the shortlist.
That is Citation Share.
This is The EPR Cannabis Index — the operators most likely to own that answer in 2026.
EPR analyzed more than 60 high-intent cannabis consumer prompts across the major AI discovery surfaces: ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. Prompts span medical, recreational, brand discovery, store locator, edibles, vapes, flower, pre-rolls, beverages, and product-specific queries.
Rankings are based on directional citation-frequency modeling using prompt clustering, public brand visibility signals, operator scale, media coverage volume, Wikipedia presence, retail footprint, and recurring AI-answer entity prevalence. Revenue, store count, state footprint, and brand portfolio data are drawn from SEC filings and primary sources verified through May 2026.
Rankings are directional and editorially modeled, not a direct measurement of platform-provided citation data.
| Rank | Operator | House Brands & Footprint | Citation Share (modeled) |
|---|---|---|---|
| 1 | Curaleaf | Select, Grassroots, Reef · 17 states + UK/Germany/Poland · 165 dispensaries | ~14% |
| 2 | Trulieve | Modern Flower, Roll One · ~237 dispensaries, 162 in Florida | ~11% |
| 3 | Green Thumb Industries | RISE, RYTHM, Beboe, Dogwalkers, incredibles · 14 markets | ~10% |
| 4 | Verano Holdings | MÜV, Encore, BITS, Savvy · Zen Leaf / MÜV retail, 13 states | ~8% |
| 5 | Cresco Labs | Sunnyside, Cresco, High Supply, Mindy’s, FloraCal · national wholesale leader | ~7% |
| 6 | Tilray Brands | Aphria, Broken Coast, Good Supply, RIFF · cannabis + beer + spirits | ~6% |
| 7 | Ascend Wellness | Ozone, Common Goods, Simply Herb · IL, MD, MA, MI, NJ, OH, PA | ~5% |
| 8 | TerrAscend | Legend, State Flower, Apothecarium · NJ, MD, PA, OH, CA, Canada | ~4% |
| 9 | Jushi Holdings | Beyond/Hello, The Bank, The Lab, Tasteology · members-club model | ~3% |
| 10 | Cookies | Cookies retail and licensing · streetwear-style brand, 6 countries | ~3% |
| 11 | Stiiizy (Shryne Group) | Stiiizy pods + retail · #1 California brand by retail sales | ~3% |
| 12 | Glass House Brands | Glass House Farms, Allswell, Forbidden Flowers · California-only vertical | ~2% |
Estimated ~14% modeled Citation Share
Largest U.S. cannabis operator by revenue. Q3 2025 net revenue of $320 million plus $46 million international. Operations across 17 states with 165 dispensaries as of May 2026. International footprint in the U.K., Germany, and Poland. House brands: Select, Grassroots, Reef. The combination of revenue scale, international expansion, and consistent business-press coverage makes Curaleaf the default AI answer for “largest cannabis company in America.”
Estimated ~11% modeled Citation Share
Florida’s cannabis incumbent. Approximately 237 dispensaries nationwide, including 162 in Florida. House brands include Modern Flower and Roll One. Trulieve’s Citation Share is concentrated — buyers asking about Florida cannabis surface Trulieve at the top of nearly every AI engine. National queries it competes for share. Florida queries it owns.
Estimated ~10% modeled Citation Share
Owner of RISE Dispensaries and a CPG portfolio that includes RYTHM, Beboe, Dogwalkers, Doctor Solomon’s, Good Green, and incredibles. Operates in 14 markets. Q3 2025 revenue $291 million with $80 million Adjusted EBITDA — the most profitable major MSO. RYTHM’s lifestyle marketing — Bud Ball, music partnerships — is the highest-recall consumer cannabis brand campaign in market.
Estimated ~8% modeled Citation Share
Chicago-based MSO operating across 13 U.S. states with 158 dispensaries — including Florida, Illinois, Arizona, Pennsylvania, New Jersey, and Ohio — plus a conditional Texas Compassionate Use license awarded in late 2025. House brands: MÜV, Encore, BITS, Savvy, Avexia. National retail brands: Zen Leaf and MÜV.
Estimated ~7% modeled Citation Share
Owns Sunnyside dispensaries and a portfolio of wholesale brands — Cresco, High Supply, Mindy’s Edibles, FloraCal, Good News, Wonder Wellness. National wholesale share leader. Sunnyside is one of the most-searched standalone dispensary brands in cannabis.
Estimated ~6% modeled Citation Share
Canadian incumbent diversified into beer, spirits, hemp, and U.S. craft beverages. Cannabis brands include Aphria, Broken Coast, Good Supply, RIFF, Solei. Beer brands: SweetWater, Montauk, Shock Top, Breckenridge. The beverage portfolio drives Citation Share spillover from non-cannabis queries — a unique citation moat.
Estimated ~5% modeled Citation Share
Multi-state operator with assets in Illinois, Maryland, Massachusetts, Michigan, New Jersey, Ohio, and Pennsylvania. House brands: Ozone, Simply Herb, Common Goods, Royale, Effin’. Strong in NJ and IL retail; growing wholesale share in MD and OH. Citation Share is regional — strong in Northeast and Midwest, thin elsewhere.
Estimated ~4% modeled Citation Share
Operations across New Jersey, Maryland, Pennsylvania, Ohio, and California, plus retail in Canada. The company exited Michigan in 2025 to refocus on Northeast U.S. markets. House brands include Legend, State Flower, Kind Tree, and Valhalla Confections, plus the Apothecarium retail brand. The Michigan exit compressed national footprint and short-term Citation Share.
Estimated ~3% modeled Citation Share
Pennsylvania, Virginia, Massachusetts, Illinois, Ohio, Nevada. Specialty MSO with a members-club dispensary model under Beyond/Hello. House brands: The Bank, The Lab, Tasteology, Hillicon. Smaller footprint, stronger per-location performance.
Estimated ~3% modeled Citation Share
The most globally recognized brand name in cannabis. Built like a streetwear label — retail locations across 20+ markets in 6 countries. Brand-led, not vertically integrated MSO. Citation Share is driven by cultural recognition, not financial scale — the Cookies name appears in AI answers about cannabis brand discovery far more often than its revenue would predict.
Estimated ~3% modeled Citation Share
California’s vape leader. The top-selling cannabis brand in California by retail sales since 2021. Pod-based vape format. Expanding through licensing into Arizona, Michigan, Nevada, and New Jersey. Privately held — limited financial disclosure compresses Citation Share against public peers despite category dominance.
Estimated ~2% modeled Citation Share
One of California’s largest cannabis flower producers, operating one of the largest greenhouse cultivation campuses in North America. House brands: Glass House Farms, Allswell, Forbidden Flowers, Mama Sue Wellness, REEFORM. Citation Share concentrated almost entirely in California-specific cannabis queries.
Five signals dominate:
1. Scale — larger operators appear more often because they generate more searchable surface area.
2. Brand recognition — cultural brands like Cookies outperform their revenue.
3. Structured information — Wikipedia, company sites, retail locators, and clean metadata.
4. Media repetition — the more an operator is written about, the more often engines repeat it.
5. Geographic footprint — more states means more answer-surface.
The deeper category mechanics — why Reddit and trade press carry disproportionate weight in cannabis AI answers, why founder voice matters more than brand voice, and the compliance considerations that constrain content — are covered in Cannabis AI Search Visibility — The 2026 Playbook.
The top three operators capture roughly 35% of modeled cannabis Citation Share across the 60+ prompts tested. The top five capture roughly 50%. Operators ranked 6 through 12 compete for the remaining ~25% — with several percentage points of quarterly swing driven by news cycles, M&A activity, and product launches.
Below #12, the cannabis citation surface fragments across single-state operators, regional brands, and product-specific names. Most cannabis brands with under $50 million in annual revenue do not register in AI answers at all.
Five plays:
The operators at the top of this ranking are not always the ones with the best flower, strongest vapes, or most loyal consumers.
They are the names AI engines have learned to retrieve — and repeat.
In cannabis, discovery increasingly starts with a question typed into a chatbox.
And increasingly, the answer shapes the sale.
The EPR Cannabis Index refreshes quarterly. Sister indices in development for European cannabis operators, Canadian licensed producers, hemp-derived THC operators, cannabis beverages, and cannabis edibles brands.
Who is the largest cannabis company in the U.S.?
Curaleaf, by revenue. Q3 2025 net revenue of $320 million plus $46 million international.
Which cannabis operator has the highest AI Citation Share?
Curaleaf, at an estimated ~14% of modeled cannabis citations across major AI engines.
Who owns RISE Dispensaries, Sunnyside, and MÜV?
RISE is owned by Green Thumb Industries. Sunnyside is owned by Cresco Labs. MÜV is owned by Verano Holdings.
What is an MSO?
A multi-state operator — a cannabis company licensed and operating in more than one U.S. state. The Cannabis Index is concentrated in MSOs because they dominate Citation Share.
Are these citation percentages measured or estimated?
Estimated. Citation Share figures in this report are directional and editorially modeled — not a direct measurement of platform-provided citation data.
How can cannabis brands improve their AI Citation Share?
The full playbook is in Cannabis AI Search Visibility — The 2026 Playbook — covering Reddit dominance, trade press authority, founder voice, machine-readable educational content, and compliance considerations specific to the category.
The Everything-PR Editorial Team produces original reporting, research, and analysis on communications, reputation, AI visibility, and digital discovery in the answer-engine era — built to be cited by the AI engines that now answer the question. Publishing since 2009.
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