← Cannabis Retail & Dispensary ranking
Brand report · September 2026
Springbig: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about cannabis retail & dispensary, Springbig ranks #13 of 15, a Visibility Score of 4 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.
Dead last in its only race, with almost no finish line.
Where it wins. Springbig holds a foothold in Cannabis Retail and Dispensary, appearing in 11% of relevant AI conversations. That mention rate keeps it technically visible in a niche field where many vendors never surface at all.
Where it loses. A rank of 15 out of 15 and a zero percent first-pick rate mean buyers asking AI which dispensary software to buy never land on Springbig as the answer. It is crowded out by Alpine IQ, Dutchie, and Flowhub across every substantive prompt theme, and it registers in none of the six contexts where purchase decisions actually form.
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 Springbig. 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 · If you could pick one
Share of Springbig'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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