Cannabis & CBD
The questions your customers used to Google, they're asking AI now. ChatGPT, Google AI, Perplexity: wherever the answer comes back as a paragraph instead of a list of links. Answer engine optimization (AEO) is what determines whether your brand is named in that answer.
Key Takeaways
AEO is not rebranded SEO. It builds on everything SEO already does, but adds three requirements: a clear brand identity that AI can read, content that leads with the direct answer, and third-party sources that back up your claims.
SEO optimizes for a list of ranked links. AEO optimizes to be the answer AI gives. Both reward good content, but AEO adds entity identity and corroboration.
Traditional SEO ranks your page on Google for a target keyword. A searcher sees ten blue links, picks one, and finds your site. Ultimately, you're competing for a higher spot in that list.
AEO starts where the SEO model ends. When someone asks ChatGPT, Google's AI Overview, or Perplexity a question, there's no list. The engine synthesizes an answer and either names your brand or doesn't. Being the third organic result doesn't help you here. The engine needs to understand who you are (entity identity), find a page that answers the question directly (answer-first content), and verify your claims through independent sources (corroboration).
Your SEO work still fuels this engine. AEO stands on quality content, logical site structure, and earned backlinks. But AI also needs to identify your brand (no ambiguity), find direct answers on your pages, and confirm your claims through outside sources. Your pages should keep ranking in traditional search and, at the same time, feed the AI engines that build answers.
AEO works by giving AI engines the three things they need to cite you: a clear signal of who you are, a page that leads with the direct answer, and independent sources that confirm what you claim.
Entity identity means AI can tell your brand apart from every other brand. It sounds simple, but most businesses haven't built the signals that make it possible. If your dispensary's name, category, and service area aren't stated consistently, AI has no way to tell you apart from similar brands. "Everywhere" means your site, your directory listings, and your press mentions. Structured data (schema markup) helps marginally. But the real money is in consistency: same name, same description, same category language, everywhere.
Answer-first content means the page leads with the answer instead of a preamble about the topic's importance. When someone asks "what's the best dispensary in Philadelphia," the AI engine funnels that query into narrower sub-questions and looks for pages that answer each one directly, in the first sentence or two. A page that buries the answer under three paragraphs of context will be skipped in favor of one that states it up top.
Third-party corroboration means sources outside your own site confirm what you claim. Directory listings, press mentions, reviews, industry profiles. If the only place that calls you "the leading dispensary in North Philadelphia" is your own About page, AI has no reason to repeat it. If Leafly, a local news outlet, and a cannabis industry directory all describe you the same way, AI has three independent reasons to trust that description.
The strongest signal is video. An Ahrefs study of 75,000 brands found that YouTube mentions are the highest-correlated signal for AI brand visibility, outperforming backlinks, domain authority, and content volume. Pages with embedded video from a consistent YouTube channel give AI engines a second content layer to index and cite. If your content program doesn't include video, it's missing the strongest signal.
Cannabis brands already invest heavily in organic marketing: SEO, directory listings, Weedmaps, Leafly. AEO plays by different rules. That's an opening.
Mainstream self-serve advertising (Google Ads on brand and plant-touching terms, Meta) is largely blocked for cannabis. Cannabis-friendly channels exist: endemic programmatic networks with vetted inventory, Weedmaps and Leafly paid placements, some Bing and educational Google campaigns that clear review, and out-of-home. But the easy, scalable paths that CPG brands enjoy aren't available to us.
Perplexity already sells sponsored questions. Bing Copilot and Google AI Overviews show ads alongside AI-generated answers. OpenAI is building toward a ChatGPT ad product. But these platforms aren't cannabis-friendly yet. Cannabis faces the same ad restrictions here as on mainstream self-serve. So organic AEO signals are still how cannabis brands show up in AI answers.
AEO requires a different skill set: machine-readable brand signals, content that leads with the answer, and outside proof AI can verify. Ranking on Google and buying a Weedmaps listing won't build those signals for you. Right now, almost none of your competitors are prioritizing them. That window is open, but it won't be open forever.
The other thing is, AI favors established pages. New content is disadvantaged on ChatGPT specifically, although AI Overviews rotate faster. Starting sooner means compounding sooner. For a deeper look at the mechanics, see our guide on how cannabis brands show up in ChatGPT.
Look for three things: they establish a baseline before they touch anything, they know your category's constraints, and they produce video as part of the content workflow.
Baseline first. Any AEO provider should start with a baseline of what AI currently says about your brand and your competitors. If they skip the audit and go straight to content, they can't prove what changed. Ask to see how they measure AI visibility before and after.
Category expertise. AEO for cannabis isn't the same as AEO for SaaS or e-commerce. Your provider needs to understand which advertising channels are actually available, how to frame claims within regulatory limits, and how AI handles a category where every state writes its own regulations.
Video built in. YouTube is the strongest correlate of AI citation. If your agency's content program doesn't include video production on every piece, it's leaving the most important signal on the table. Video should be part of the content workflow from the start, not a phase-two add-on.
What to avoid. Anyone who promises rankings on AI engines or guarantees a timeline. AI citation isn't a ranking you hold. It's a visibility you earn through sustained signal work, and no provider controls how quickly ChatGPT or Google's AI Overview indexes and cites a given page.
AVO Brands, the boutique creative agency for regulated consumer products: cannabis, beverage, and CPG, builds AEO programs with answer-first content and short films on every piece, grounded in a measured baseline.
Can you pay to show up in AI answers? Some platforms already sell placements (Perplexity, Bing Copilot, Google AI Overviews), and ChatGPT is building toward it, but organic signals still drive the core answers.
Is SEO dead now that AI answers questions? No. AEO builds on SEO; it doesn't replace it. The two channels reinforce each other.
Can ChatGPT do SEO for you? It can help with keyword research and drafts, but it can't build your brand signals across directories, earn outside mentions, or structure pages so AI engines cite them.
How long does AEO take to work? There is no fixed timeline; AI favors established pages, so starting sooner means compounding sooner.
