By the Level Plus team · 9 min read
Here is an uncomfortable truth we learned first-hand: ranking #1 on Google does not mean an AI assistant will ever mention your dispensary. When our team built a programmatic system of 33 dispensary landing pages across Ohio, New Jersey, and Illinois, we hit #1 on Google for eight cities within 24 hours. Then we asked ChatGPT, Perplexity, and Google’s AI Overviews for “the best dispensary in” those same cities. The results did not match. Some of our top-ranked pages were cited. Others were invisible.
That gap is the whole story. Cannabis buyers are increasingly asking AI assistants for recommendations instead of scrolling a page of blue links, and getting cited by those assistants is now its own discipline. Here is what we found actually moves the needle, and the four fixes we run on every client.
Traditional search ranks pages. AI assistants assemble an answer and cite the sources they leaned on. A page can rank well and still never be quoted, because the assistant could not parse it, could not find a clean factual answer in it, or did not see it corroborated anywhere else. Each engine also behaves differently: some lean heavily on Google Maps and business data, others favor the open, citation-rich web. Winning means covering all of those bases, not just classic on-page SEO.
The single most common failure we see in cannabis is the menu. Dispensaries embed a Dutchie, Jane, or Weedmaps menu inside an iframe or a JavaScript widget. To a human it looks great. To most AI crawlers, which read the initial HTML and do not fully execute JavaScript, the menu simply is not there. Your entire product catalog becomes invisible. The fix is server-rendered content and product pages that live in your site’s HTML, not locked inside a third-party embed.
AI engines weight the first lines of a page heavily. A page that opens with “Welcome to our premier, family-owned dispensary conveniently located…” gives an assistant nothing to extract. A page that opens with a direct, factual answer to the question a buyer asked gives it something to quote. We rewrite the top of every key page to answer the query in the first sentence, then support it with detail.
Assistants trust entities that show up consistently across independent sources. For a dispensary that means accurate, matching information on Google Business Profile, Leafly, Weedmaps, Yelp, Apple Maps, and local press. When your name, address, hours, and offering line up everywhere, an assistant has the confidence to recommend you. When they conflict, it stays vague.
Schema markup (LocalBusiness, Product, Offer, Review, and FAQ) hands engines a clean, machine-readable version of your most important facts. Pairing that with an llms.txt-style summary of your site gives AI crawlers a curated, citation-ready overview. These are the technical signals that, in our testing, correlated with which pages got cited and which did not.
This is exactly the work behind our cannabis dispensary SEO program, and it is why we published our full ranking case study. If you want us to test your dispensary and map the fixes, the audit is free.
Usually one of three reasons: your key content (often the menu) is locked in JavaScript that AI crawlers can't read, your pages open with marketing copy instead of a direct answer the engine can extract, or your business information isn't corroborated consistently across Google, Leafly, Weedmaps, and other sources. Fixing those three is where citations start.
Yes. Cannabis is locked out of paid ads on Google and Meta, so organic and AI-driven discovery are the primary scalable channels. As more buyers ask assistants for recommendations, being the cited dispensary is a real acquisition advantage.
Traditional SEO ranks your page. AI optimization makes your page readable, quotable, and corroborated so an assistant will cite it in an answer. There's overlap, but crawlability, entity consistency, schema, and answer-first content matter even more for AI.
Start with a free audit. We test your dispensary across Google and the major AI engines, show you what's cited and what's missing, and map the fixes.
Get a free SEO audit and we’ll show you exactly where you stand and what it takes to reach page one.
