← Cannabis Retail & Dispensary ranking
Head-to-head · September 2026 snapshotDutchie leads overall; Flowhub owns the budget and small-team buyer. Dutchie's edge comes almost entirely from being named first: it captures the top slot 61% of the time versus Flowhub's 8%, and Claude and Gemini both favor it, pushing its Visibility Score above Flowhub's despite being mentioned in fewer answers. Flowhub compensates by winning four question themes including best overall, use-case fit, and startup considerations, and it dominates on ChatGPT with a score of 71 against Dutchie's 45. The practical split is that buyers asking open-ended 'which one' questions land on Dutchie, while buyers with budget constraints or specific operational contexts are steered toward Flowhub.
| Dutchie | Flowhub | |
|---|---|---|
| Visibility Score | 81 | 64 |
| Rank in category | #1 | #2 |
| Mention rate | 83% | 74% |
| #1 pick rate | 72% | 8% |
| Avg. position when named | 1.3 | 2.3 |
All three models put Dutchie ahead.
Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.
Mentions out of 9 answers per question. Click any question for the full transcripts.
Open this matchup in the compare tool → · Dutchie brand report · Flowhub brand report
Measured from 72 fresh answers collected from the models' production APIs in September 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.