Thunderdome B2B SaaS AI Visibility Index

← Cannabis Retail & Dispensary ranking

Head-to-head · September 2026 snapshot

Dutchie vs Flowhub

Dutchie 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

Who each model prefers

ChatGPT
Dutchie
78
Flowhub
71
Claude
Dutchie
81
Flowhub
70
Gemini
Dutchie
85
Flowhub
50

All three models put Dutchie ahead.

The shape of the fight

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.

DutchieFlowhub
Best overallUse caseTop toolsStartupEnterpriseFeature-ledSingle pickBudget

The fight, question by question

Mentions out of 9 answers per question. Click any question for the full transcripts.

Question Dutchie Flowhub Edge
Best overallWhat's the best point-of-sale and management software for a cannabis dispensary? 9 9 even
Use-case fitWe're a licensed dispensary that needs point of sale, inventory, and state compliance tracking in one system. What should we use? 9 9 even
Top tools in 2026What are the top cannabis retail and dispensary platforms in 2026? 9 8 Dutchie
Startup & small teamWhich dispensary software is best for a small single-location shop on a budget? 6 8 Flowhub
Enterprise pickWhich undefined should a large enterprise standardize on, considering security, compliance, and scale? 0 0 even
Feature-led askI need software with point of sale, seed-to-sale traceability, and regulatory reporting for our dispensary. What do you recommend? 9 9 even
If you could pick oneIf you could only pick one cannabis dispensary platform, which would it be and why? 9 3 Dutchie
Budget & alternativesWhat dispensary software has the best compliance integrations and loyalty features? 9 7 Dutchie

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.