See whether ChatGPT, Claude, Gemini, Perplexity and other AI search engines mention, recommend and accurately describe your dispensary, product brand or cannabis business — then get a prioritized plan to improve visibility.
See a Sample Cannabis Report→AI mentions this brand in 24% of tracked answers — but recommends a competitor in most of them. The gap between being seen and being chosen is where growth is won.
ViceRank is an AI visibility monitoring platform for the cannabis industry. It measures how ChatGPT, Claude, Gemini and Perplexity mention, recommend and describe dispensaries, product brands and cannabis businesses, then generates a prioritized plan to close visibility gaps.
Customers increasingly use conversational AI to ask for recommendations, comparisons, trusted providers and local options. For cannabis businesses, being absent — or being described inaccurately — can send a high-intent customer directly to a competitor. ViceRank shows the exact prompts you win and lose, the engines that mention or recommend you, and the online sources influencing each answer.
A per-prompt evidence table is the centerpiece: for "best dispensary in Webster," Claude mentions you, ChatGPT recommends a competitor, and Perplexity doesn't mention you at all. Each row links the finding to a specific fix.
| Customer prompt | Claude | ChatGPT | Gemini | Opportunity |
|---|---|---|---|---|
| Best dispensary near me | Recommends you | Competitor wins | Mentions you | Strengthen third-party proof |
| Best dispensary in [city] for first-time customers | Mentions you | Not mentioned | Competitor wins | Create location/use-case page |
| Which dispensary has the best edible selection in [city]? | Competitor wins | Mentions you | Recommends you | Improve category authority |
| Best cannabis brand for sleep | Not mentioned | Not mentioned | Not mentioned | Build prompt-specific content |
Organize scans by brand, location, market and product line so teams can compare visibility across dispensaries and assign local improvements where they matter most.
ViceRank converts evidence into a practical AI Optimization Playbook. Each task identifies the prompt or source gap, explains why it matters, assigns an owner and provides a recommended next action.
25 high-intent prompts, a self-audit checklist, common source gaps and a sample prompt-by-engine scorecard — free, no credit card required.
AI search optimization improves the clarity, authority and availability of information that AI search engines may use when answering questions about cannabis brands, products, services and locations. ViceRank measures current visibility and identifies practical opportunities; it does not guarantee inclusion in any AI-generated answer.
Traditional SEO focuses largely on rankings and traffic from search-result pages. AI visibility also measures whether a brand is mentioned, recommended, compared or cited inside a generated answer. The disciplines overlap, but AI answers may use different sources and respond differently to conversational prompts.
ViceRank tracks leading AI answer and search experiences as integrations become available. We clearly identify which engines each scan covers, so you always know exactly what was measured.
Yes. Prompt-level reporting is a core part of the experience. It shows the question, the response outcome, which brands appeared, which sources influenced the answer and the recommended next action.
No. AI answers are dynamic and controlled by third-party platforms. ViceRank provides measurement, competitive intelligence and optimization recommendations, but no ethical provider can guarantee a specific ranking or recommendation.
Where enabled, organizations can organize scans by brand and location or market so teams can compare visibility and assign local improvements.
A baseline scan identifies immediate gaps. Ongoing monitoring is useful because answers, citations, competitors and available information change over time. The right cadence depends on market velocity and the number of prompts being tracked.
Start with the company or brand website and basic market or location information. Onboarding then recommends relevant prompts, competitors and categories for review.
Run a free baseline scan to uncover the prompts you win, the competitors appearing instead of you, and the highest-priority opportunities to improve.