How to get your dispensary cited by AI when nobody clicks links anymore

Search is changing in a way that makes traditional SEO feel a little weird.

Someone searches for the best dispensary near them. Google may answer before they reach the blue links. ChatGPT can summarize the options. Perplexity can answer with a list of sources.

The searcher gets what they need without visiting five websites.

That is the zero-click problem.

“Nobody clicks links anymore” is a little dramatic. People still click. But the first answer now gets a much bigger share of attention, and AI systems decide which businesses get mentioned in that answer.

For dispensaries and cannabis brands, that creates a new question.

How do you become one of the sources AI trusts enough to cite?

AI search still needs reliable sources

Google says AI Overviews and AI Mode still rely on foundational SEO. Your page must be crawlable, indexable, eligible for a normal search snippet, and connected to the rest of your site through internal links.

Google also says there are no special technical requirements for appearing in AI features. That does not mean technical SEO stopped mattering. It means the boring fundamentals are still doing the heavy lifting.

You can read Google’s official guidance on AI features, and I also wrote about the traffic side of this shift in AI Overviews are eating your clicks.

ChatGPT with web search and Perplexity work differently from Google, but the basic requirement is similar. They need information they can find, parse, understand, and trust.

Your job is to make your dispensary easy to understand.

Fix the menu before publishing more blog posts

If your menu lives inside a JavaScript widget or a third-party iframe, you may have a visibility problem hiding in plain sight.

Your customers can see the menu. A crawler may not be able to read it properly.

That does not mean every iframe is automatically useless. It means you should not make an iframe the only place where your products, categories, prices, and store information exist.

Create an indexable menu page on your own domain. Use normal HTML text for the important information.

Include:

• Flower
• Pre-rolls
• Vapes
• Edibles
• Concentrates
• Topicals
• Brand names
• THC and CBD information
• Product descriptions
• Prices when appropriate
• Availability or update dates
• Pickup and delivery details

You do not need to publish every inventory change as a beautifully written essay. You do need to give search engines and AI systems something concrete to read.

A crawlable menu might say:

Our dispensary in Denver carries flower, pre-rolls, vapes, edibles, concentrates, and topicals from licensed cannabis brands. Online ordering is available for in-store pickup during regular business hours.

That is not glamorous copy. It is useful copy.

Keep your name, address, phone number, hours, license information, age requirements, and purchase rules in regular page text too.

Do not hide all of that in an image. Do not hide it behind a button that loads content only after several scripts fire. Do not make a bot reverse-engineer your website like it is cracking a basement server from 1998.

Also check your robots.txt, CDN, and hosting settings. If legitimate crawlers cannot access your pages, they cannot cite them. Perplexity explains how its crawlers work in its official crawler documentation.

Turn your dispensary into a clear local entity

AI does not only look for keywords. It tries to figure out what a business is, where it is located, what it offers, and whether different sources are talking about the same business.

This is local entity optimization.

Your dispensary should have consistent information across:

• Your website
• Google Business Profile
• Bing Places
• Apple Business Connect
• Weedmaps
• Leafly
• Yelp
• Local directories
• News stories and community websites

The business name, address, phone number, hours, categories, and website should match as closely as possible.

If your website says “Green Valley Cannabis,” Google says “Green Valley Cannabis Dispensary,” and Weedmaps says “Green Valley Cannabis Denver,” that may not destroy your visibility. But inconsistent information gives machines more work to do.

Machines are lazy. Make their job easy.

Your Google Business Profile deserves special attention if you have a physical storefront. Keep your hours current. Add accurate categories. Upload real photos. Respond to reviews. Answer common questions in the profile when the platform allows it.

Google’s Business Profile eligibility guidance is especially important for cannabis businesses. Delivery-only operations may face restrictions that storefront businesses do not.

On your website, use LocalBusiness or a more specific business type from Schema.org. Include your address, phone number, hours, geographic coordinates, website, and relevant sameAs links.

Structured data will not force AI to cite you. It will not rescue a bad website. It helps clarify the information that already exists on the page.

That last part matters. Your schema should match the visible content. Do not claim 24-hour service in your markup if the store closes at 9 p.m.

Give AI a reason to trust you

Cannabis is a regulated industry. AI systems have to be careful with legal, health, and product information.

Thin content written by an anonymous “editorial team” is not a strong trust signal.

Show the people and experience behind the information.

Add:

• Real author names
• Staff bios
• Budtender experience
• Compliance or regulatory credentials
• Medical review information when relevant
• Editorial standards
• Publication and update dates
• Links to official state resources
• Clear age and legal-market disclaimers

If you publish a guide about cannabis purchase limits, link to the state cannabis regulator.

If you explain identification requirements, cite the official government page.

If you discuss consumption methods, avoid turning general education into a medical promise.

“Many consumers prefer edibles because they are discreet” is a shopping observation.

“This edible treats anxiety” is a medical claim.

That distinction is not just about compliance. It affects trust. A site that makes reckless claims is less useful to customers and less comfortable for search systems to cite.

E-E-A-T stands for experience, expertise, authoritativeness, and trustworthiness. You do not need to slap the acronym on your website. You need to demonstrate it.

Tell readers what your team actually knows. Explain how your store handles first-time customers. Describe your ID process. Share your approach to product education. Publish local buying guides that could only have been written by someone familiar with your market.

Specific beats impressive.

Write answers that can be lifted cleanly

AI systems need to extract information from your pages. Make that easy.

Put a direct answer near the beginning of each important section. Then add detail below it.

For example:

Adults 21 and older can shop at our licensed dispensary in Portland with a valid government-issued photo ID. Medical customers should bring the identification and documentation required by Oregon law.

That answer is clear. It includes the audience, location, business type, and basic requirement.

After that, you can explain parking, ordering, payment methods, purchase limits, and what first-time customers should expect.

Use headings that match real questions:

• What do I need to buy cannabis in Portland?
• Does your dispensary accept debit cards?
• How late is the dispensary open?
• Do you offer cannabis delivery in this city?
• What products are best for a first-time customer?
• Can I order online for pickup?

Do not create a separate page for every tiny keyword variation. Build useful pages around real customer needs.

A strong location page can cover the neighborhood, products, store experience, hours, parking, ordering, regulations, and frequently asked questions in one place.

A strong buyer’s guide can explain product categories, consumption methods, basic terminology, and local rules.

This is also where AI SEO implementation becomes practical. You are not writing for a robot. You are organizing useful information so a robot can understand it without mangling the answer.

Build for Google, ChatGPT, and Perplexity

Do not try to create three completely different websites.

For Google AI Overviews, traditional rankings still matter. Your pages need to be indexed and competitive in organic search.

For ChatGPT, clear explanations, trustworthy sources, and recognizable entities make your information easier to use when web search is active.

For Perplexity, crawlability and source clarity matter because the platform presents citations directly in its answers.

The overlap is where your effort belongs.

Make your pages fast. Use plain text. Link important pages internally. Keep your business details updated. Cite official sources. Publish content with real expertise. Make the menu readable without relying entirely on third-party scripts.

That work supports traditional SEO and AI visibility at the same time.

Measure citations instead of obsessing over clicks

Traffic still matters. Revenue matters more.

Track the searches that lead to phone calls, online orders, store visits, direction requests, and branded searches.

Then build a list of prompts your customers might ask AI:

• What is the best dispensary near downtown?
• Which dispensary is open late?
• Where can I buy local cannabis brands?
• Which dispensaries offer pickup?
• What dispensary has the best edible selection?
• Where can a first-time customer get help?

Run those prompts through Google, ChatGPT, and Perplexity once a month.

Record:

• Which businesses appear
• Which sources are cited
• What information gets repeated
• Whether your business details are accurate
• Which competitors are mentioned instead of you

Google says AI feature performance is included in the overall Web search reporting in Search Console. Use that data alongside analytics, calls, orders, and direction requests.

A citation without a customer action is not the whole win. But if AI keeps mentioning a competitor and never mentions you, that is a visibility problem worth fixing.

A simple 30-day plan

Week one

Make the menu crawlable. Check the age gate. Review robots.txt. Confirm that your important pages are linked from the main navigation.

Week two

Clean up your Google Business Profile and directory listings. Make your name, address, phone, hours, categories, and services consistent.

Week three

Add author bios, licensing details, compliance information, and sourced answers to your main location and product pages.

Week four

Create a list of 20 customer prompts. Test them across Google, ChatGPT, and Perplexity. Improve the pages that should be cited but are not.

Need a place to organize the work? Download the free content strategy template directly. No email gate.

The short version

You do not get cited by AI by stuffing “GEO” into a page 47 times.

You get cited by making your dispensary easy to crawl, easy to identify, easy to verify, and useful enough to reference.

Start with the menu.

Then fix your local entity signals. Show your experience. Cite real sources. Answer real questions. Keep the information current.

The dispensaries that do this will not win every answer. Nobody can promise that.

They will give AI systems a much better reason to mention them when customers start asking for recommendations.