AEO, or Answer Engine Optimization, is the practice of structuring your content so AI answer engines - ChatGPT, Perplexity, Google's AI Overviews and AI Mode, and Gemini - can understand, trust, and cite it when they answer a user's question. Where traditional SEO aims to rank a page in a list of blue links, AEO aims to make your business the source the AI quotes. It matters now because B2B buyers increasingly start their research inside an AI assistant, and if you're not cited there, you're invisible at the exact moment they're building their shortlist.
The buyer behavior has already shifted and the Canadian B2B data makes it concrete:
If AI assistants don't mention your company when a buyer asks "best fractional CMO in Canada" or "top [your category] vendors," you've lost the consideration game before it started. AEO is how you get into that answer.
AI engines reward three things you can control:
1. Write answer-first. Lead every key section with a direct, self-contained answer, then expand. AI extracts those opening sentences.
2. Add structured data. Article, Organization, and Person schema help engines parse and attribute your content. It also disambiguates your brand as a clear entity.
3. Publish original data. First-party research, statistics, and case studies are disproportionately cited by AI - and no competitor can quote your numbers. A single original stat can earn citations for months.
4. Build third-party presence. Get listed in the directories and roundups AI quotes (Clutch, industry lists), and participate authentically in communities like Reddit and LinkedIn, where a large share of AI citations originate.
5. Make your brand an unambiguous entity. Consistent name, logo, and profiles across the web, plus Organization and Person schema, help AI know exactly who you are, especially important if your brand name is shared with another company.
6. Keep it fresh. Put your most important pages on a quarterly refresh cadence so they keep their AI citations.
Yes. AEO doesn't replace SEO, it extends it. Much of what makes content AI-citable (clear structure, authority, freshness, schema) also helps it rank in Google. The difference is the goal: SEO wins the click; AEO wins the citation. In 2026, a complete B2B strategy optimizes for both, because buyers move between traditional search and AI assistants in the same research session.
Traditional rank trackers don't capture AI mentions. The practical approach: pick ~10 buyer prompts your prospects would ask, run them monthly through ChatGPT and Perplexity, and log whether your business is mentioned and cited. Perplexity updates fastest, so use it as your test loop. Treat "AI citations" as a KPI alongside rankings and traffic.
AEO stands for Answer Engine Optimization - optimizing your content so AI answer engines like ChatGPT, Perplexity, and Google's AI features cite your business when they answer relevant questions.
SEO optimizes to rank a page in search results; AEO optimizes to be the source an AI engine quotes in its answer. They overlap heavily - structure, authority, and freshness help both - but AEO targets citations rather than clicks.
Essentially yes. GEO (Generative Engine Optimization) and AEO both describe optimizing content for AI-generated answers. The terms are used interchangeably; the tactics are the same.
Structure content answer-first, add schema, publish original data, earn third-party citations (directories, Reddit, roundups), and keep key pages fresh. AI often cites a third party recommending you, so off-site presence matters as much as your own pages.
Yes — and it can favor them. AI rewards clear, credible, well-structured answers over domain size, so a focused smaller company that publishes genuinely useful, well-organized content can get cited alongside much larger competitors.
AI search is where more of your buyers now start. We build SEO and AEO systems that get Canadian B2B companies cited in AI answers and ranked in Google - so you show up when it counts.
Book a discovery call → or explore our SEO/AEO services.
Related reading: How to build a B2B marketing strategy · The State of B2B Marketing in Canada 2026
Melissa Gallo is the Founder & CEO of mrge Marketing, a Canadian B2B marketing agency. With 15+ years of experience, including senior digital marketing roles before founding mrge Marketing in 2018, she helps professional services and tech companies turn scattered marketing activity into measurable pipeline. Connect on LinkedIn.
