A full ViceRank report, start to finish
This is an illustrative report for a fictional dispensary — every number, prompt and competitor below is a sample, not live customer data. Run a free scan to see your own.
You're being discovered
You're not being recommended
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.
ViceScore Report
How AI sees sampledispensary.example
Across AI search with live web access · 8 prompts · sample
ViceScore
Composite score — how often AI recommends you, your visibility, position, sentiment, and whether AI can even crawl you.
Visibility
38%Sentiment when mentioned
Mentioned alongside you
Share among competitors mentioned in AI answers — does not include you (see the You row above).
Top AI prompts
8 prompts · 1 engine (Claude with live web search)
Prompt: “Best dispensary in Denver”
A few Denver dispensaries come up often, including Green Leaf Denver and Sample Dispensary Co. Green Leaf is frequently cited first for its selection.
AI search engines tracked
AI crawlability & e-commerce readiness
Findings
E-commerce readability
- ✓LocalBusiness
- ✕Product
- ✕Offer
- ✕FAQPage
- ✓Organization
AI bot access (per robots.txt)
robots.txt is honored voluntarily; “allowed” means permitted, not guaranteed crawled.
llms.txt
llms.txt: missing·llms-full.txt: missingEmerging standard — nice-to-have, low confirmed impact.
Recommendation rate
13%Your action plan
AI answers for “best dispensary in Denver” lean on structured location data. A clear, schema-marked location page helps engines associate your brand with the market.
- Create a dedicated Denver location page with address, hours and services.
- Add LocalBusiness structured data with your NAP details.
- Link it from your header and footer navigation.
You are absent from edible-category prompts where competitors appear. A focused category page gives engines something to cite.
- Group your edible products into a browsable category page.
- Add Product and Offer structured data for key items.
- Cover common questions (dosing, onset, effects) in plain text.
Both directories are cited in your market’s answers. Inconsistent hours or menus there can produce inaccurate AI responses.
- Audit your Leafly and Weedmaps profiles for accurate hours and menu.
- Match your business name and address exactly across both.
Use-case prompts (first-time, sleep) are where you are missing. Intent-specific pages give engines a reason to recommend you for them.
- Write a first-time-customer guide for your dispensary.
- Add a sleep / CBN product guide with clear product links.
Top sources AI cited
These are the domains AI trusts for this query. Getting listed or reviewed on them is one of the fastest paths into the answer.
See your own report
Run a free baseline scan to see how AI describes and recommends your brand — with your real prompts, competitors and prioritized fixes.