See whether AI search engines mention, recommend and accurately describe your vape or e-cigarette brand — then get a prioritized plan to build the authorization and trust signals AI systems look for.
View a Sample Vape 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 vape and e-cigarette brands. It measures how ChatGPT, Claude, Gemini and Perplexity mention, recommend and describe devices, e-liquids and retailers, then generates a prioritized plan to close visibility and trust gaps.
Customers increasingly use conversational AI to ask for recommendations, comparisons, trusted providers and local options. For vape and e-cigarette 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 "which e-cigarette brands are FDA authorized," Claude mentions you, ChatGPT doesn't mention you at all. Each row links the finding to a specific fix.
| Customer prompt | Claude | ChatGPT | Gemini | Opportunity |
|---|---|---|---|---|
| Best vape pen for beginners | Recommends you | Competitor wins | Mentions you | Strengthen third-party proof |
| Which e-cigarette brands are FDA authorized? | Mentions you | Not mentioned | Competitor wins | Publish PMTA status page |
| Best nicotine-free vape juice | Competitor wins | Mentions you | Recommends you | Improve category authority |
| Safest disposable vape brand | Not mentioned | Not mentioned | Not mentioned | Build prompt-specific content |
Nicotine products carry some of the strictest AI-caution rules of any category. Publishing clear, current authorization status per product line is the fastest way to move from omitted to cited.
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 vape and e-cigarette brands, products and authorization status. 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.
AI models tend to be conservative about recommending nicotine products whose regulatory status is unclear. Publishing accurate, current authorization status for each product line gives AI systems a verifiable fact to cite instead of a reason to omit you.
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, product line and market so teams can compare visibility and assign 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 your core product lines. 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.