← Cannabis Retail & Dispensary ranking
Brand report · September 2026
Leafly: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about cannabis retail & dispensary, Leafly ranks #10 of 15, a Visibility Score of 6 in Cannabis Retail & Dispensary .
These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.
Leafly is a Cannabis Retail afterthought, not a contender.
Where it wins. It surfaces in 11% of cannabis retail prompts, which keeps it technically visible inside a niche field where most brands never appear at all.
Where it loses. Ranked 11th of 15 with zero first-pick selections, Leafly is consistently overshadowed by Dutchie, Weedmaps, and Treez across every substantive prompt theme from budget comparisons to enterprise picks, leaving it with no angle the AI models treat as a reason to recommend it first.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention Leafly. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Use-case fit · Startup & small team · Enterprise pick · Feature-led ask · Budget & alternatives
Share of Leafly's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Scores are measured from real AI answers, refreshed monthly. Methodology.
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