Buyers ask AI before they ask Google
For twenty years, search meant a box, ten blue links and a race to the top of page one. That page is moving. A buyer now opens ChatGPT or Perplexity, asks a real question, and gets one synthesized answer with a handful of sources named. If you are not one of those sources, you are invisible at the exact moment of intent.
The questions are specific. "What is the best marketing agency in Toronto for a $5M mid-market business?" "Which med spa in Brickell do people recommend?" "Who handles commercial lease reviews in Coral Gables?" There is no list to scroll. There is one answer, sometimes two, and the business named in it gets the call.
SEO, AEO and GEO: three surfaces, one job
They overlap, but they win different surfaces, and modern visibility needs all three.
SEO
Search engine optimization ranks your pages in traditional results. It is still where a lot of demand lives, and it is the foundation the other two sit on. A site with weak technical health or thin authority struggles to be retrieved by anything, human or machine.
AEO
Answer engine optimization wins the direct answer surfaces: featured snippets, voice results and Google AI Overviews. The goal is to be the answer itself. Voice queries are almost always conversational ("who is the best accountant for small businesses near me?"), and the assistant reads back a single source.
GEO
Generative engine optimization gets your business named inside the answers ChatGPT, Perplexity, Claude and Gemini write. It is the newest surface and the one most businesses have not touched.
How AI engines decide who to cite
Generative systems build answers two ways. They draw on patterns learned from large bodies of public web content, and many of them also retrieve live pages at the moment of the question. Both paths reward the same underlying signals.
- Training data presence. Businesses that appear often in credible sources become part of what the model already knows. For newer or smaller businesses, the path in runs through a consistent, authoritative footprint: useful content, reputable mentions, directory citations and a real review record.
- Live retrieval. When Perplexity or ChatGPT search pulls current pages, traditional SEO signals decide which pages get fetched: crawlability, page speed, structured data and authority. Strong SEO makes you retrievable.
- Mention density. A business referenced across trade publications, local media, directories and review platforms reads as a safer source than one with a strong website and nothing else.
- Reference-quality content. Engines prefer pages that read like a reference: clear definitions, specifics, nuance and the full scope of a question. Pages written only to rank for a keyword rarely get quoted.
- Consistency. If your website, LinkedIn, Google Business Profile and directory listings describe you differently, an engine synthesizing several sources gets mixed signals. One clear description, repeated everywhere, wins.
How to get cited: the working checklist
AI assistants quote sources they can read, trust and verify. That comes down to a few things done consistently.
1. Answer real questions directly
Build pages around the exact questions buyers ask, in their words, with the answer in the first 40 to 60 words. Specificity earns the citation: "What does a commercial lease review cost in Toronto?" beats a generic services page every time.
2. Structure it for machines
Clean headings, short answer paragraphs and schema markup (code that labels your content for search engines) tell crawlers what each page answers. FAQPage schema maps your questions, LocalBusiness schema states where you operate and who you serve, and Article schema signals freshness and authorship. This page is built that way.
3. Build credible mentions
Earn references in publications and directories your category respects. One mention in a respected local or trade outlet is worth more than dozens of low-quality listings.
4. Build the review record
Volume, recency and specificity of reviews all feed local AI answers. A simple, repeatable process works: ask every satisfied client, send a direct link, and respond to every review.
5. Stay open to AI crawlers
Make sure your robots.txt allows the bots that feed these tools, and confirm you are indexed by Bing, which powers ChatGPT search.
6. Measure the gap, then re-check it
Ask ChatGPT, Perplexity, Gemini and Google AI Overviews the 20 most commercially important questions in your category. Record who gets named and which sources they pull. That is your baseline. Re-run it monthly; there is no clean dashboard for AI citations yet, so a repeatable manual check is the honest measure.
Toronto: what carries weight
Toronto has its own authority ecosystem. Coverage in outlets that explicitly cover the city (Toronto Life, BetaKit, the Toronto Star, the Globe and Mail, Precedent for law) tells engines your business is recognized by sources that know the market. Google Business Profile completeness, review volume and recency feed Google's AI Overviews for local service searches, and an incomplete profile is a real liability.
Toronto buyers also ask very specific questions: by neighbourhood (Etobicoke, North York, Scarborough, Vaughan, Mississauga), by business size and by service. Pages that answer those questions directly, with local context, are the ones that get pulled into answers. For how this connects to organic and local rankings, see SEO in Toronto: Organic and Local.
Miami: what carries weight
Miami buyers skip straight to recommendations: "best med spa in Brickell," "commercial real estate lawyer in Coral Gables," "top marketing agency in Miami." The engine returns three to five names and the buyer contacts those businesses.
The same signals apply, tuned to South Florida: a complete Google Business Profile, neighbourhood-specific pages for the areas you serve (Brickell, Coral Gables, Wynwood, Aventura, Doral), citations on the directories Miami buyers use, and schema that states exactly where you operate. Bilingual buyers and heavy mobile and voice use make direct, conversational answers even more important. For the full Miami search picture, see SEO in Miami.
Why build for this now
Most categories do not yet have a business that AI systems consistently name first. Authority signals stack: every useful page, earned mention and review reinforces the last, which makes a head start hard to close. The work also strengthens ordinary SEO along the way, so none of it is wasted if AI search grows more slowly than expected.
We build across all three surfaces (search, answer engines and generative AI) and tie it to leads. See how our SEO, AEO and GEO work fits together, or book a call below.