← Cannabis Retail & Dispensary ranking
Brand report · September 2026
Flowhub: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about cannabis retail & dispensary, Flowhub ranks #2 of 15, a Visibility Score of 64 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.
Flowhub owns cannabis retail AI mentions but not the top slot.
Where it wins. A 74% mention rate across AI models puts Flowhub in nearly every dispensary software conversation, and its rank 2 of 15 in Cannabis Retail confirms it is a fixture of the shortlist.
Where it loses. Eight percent first-pick rate means AI models consistently hand the opening recommendation to someone else, and no enterprise prompt theme includes Flowhub at all, leaving larger multi-location operators pointed toward competitors.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini One of the index's bigger model splits: see where the models disagree →
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 Flowhub. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of Flowhub's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Head-to-head: Flowhub vs Dutchie
Scores are measured from real AI answers, refreshed monthly. Methodology.
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