GEO / AI Search

GEO vs SEO: What Canadian Small Businesses Actually Need

By Laith Nasrallah·September 19, 2026·7 min read

Key findings

We checked our AI citation Share of Voice this week for "AI automation agency"-type queries in Canada, across ChatGPT and Google AI Overviews. We hold 0% of the mentions, unchanged from our first measurement on September 10. One competitor in the same result set, chatgpt.ca, holds 79% of the mentions (182 of the total). That gap isn't random. Their site is built around a specific kind of content: localized tool pricing, side-by-side comparisons, and a cost calculator. That content shape is exactly what generative engine optimization is about, and it's different work from ranking a page in Google.

SEO and GEO get talked about like they're the same skill wearing a new name. They're not. SEO gets a page into the ten blue links. GEO gets a sentence or two of your content quoted directly inside an AI answer, sometimes with a source link, sometimes without one at all. A business can do the first well and still get zero of the second, which is exactly what our own numbers show.

The Job SEO Does

Traditional SEO optimizes for a ranking algorithm that returns a list of pages, and for a human who then clicks one. The unit of success is the page: does it rank, and does it convert once someone lands on it. Backlinks, on-page structure, page speed, and search intent matching all serve that one outcome.

The Job GEO Does

Generative engine optimization optimizes for a different moment: the point where an AI model is composing an answer and deciding which few sources, out of everything it can see, are worth quoting or paraphrasing. The unit of success isn't a ranked page, it's a citable fact. A number, a specific comparison, a direct answer to a direct question. Models favor content that reduces their own work: it hands them something concrete to repeat instead of something they'd have to summarize from marketing copy.

A Real Comparison From Our Own Market

Here's our current AI Share of Voice for the automation-agency query set we track, pulled this week:

#DomainMentionsShare of Voice
1chatgpt.ca18279%
2mediaforce.ca2511%
3aurora-designs.ca125%
4theautomators.ai63%
5digitalstaff.ca42%
6leonyx-ai.com (us)00%

Mentions across ChatGPT and Google AI Overview for a shared set of automation-agency queries, measured via OpenSEO. A single snapshot, not a ranking formula.

We looked at why chatgpt.ca sits at 79% instead of guessing. Their site leads with a "Most Read Guides" section built entirely around one content shape: localized tool pricing. "ChatGPT Pricing Canada 2026," "Claude Pricing Canada 2026," a side-by-side comparison across ChatGPT, Claude, Gemini, Copilot, and Perplexity, and an interactive cost calculator that converts usage into real CAD figures including FX and tax. Every one of those pages answers a specific, high-frequency question with an exact number, adjusted for a market (Canada) that generic US-written content skips.

That's a genuinely strong GEO pattern, and it's worth naming plainly: a model answering "how much does ChatGPT cost in Canada" has one obvious, specific, current answer to reach for. There's very little for it to summarize or interpret, which is exactly what makes a source easy to cite.

What This Means If You're Not a Household Search Term

Most small businesses don't have a domain name that matches a trending query, and that's fine, because the underlying pattern doesn't depend on that. It depends on owning one specific, factual answer in your own category:

  1. Publish your real pricing, in your real currency, for your real market. "Contact us for a quote" gives a model nothing to quote back.
  2. Build one comparison that a buyer in your category actually needs (tool vs tool, vendor vs vendor, DIY vs done-for-you), with a table, not a paragraph.
  3. If a calculator or interactive tool fits your service, it becomes a citable, linkable asset on its own.
  4. Answer the exact question your buyers ask, in a full sentence near the top of the page, before any framing or story.
  5. Re-run your own buyer prompts through ChatGPT and Google AI Overviews periodically and watch whether the citation changes.

None of this is a trick that gets around the work. It's the same discipline as good SEO copywriting, pointed at a different reader: a model looking for the one sentence it can lift cleanly.

Where SEO and GEO Overlap

They're not competing budgets. In our earlier study of 91 AI answers about Canadian agencies, the sources the assistants cited most, like Clutch, Semrush's agency lists, and TechRadar, were largely the same pages that already rank well in ordinary Google search. The technical and content fundamentals of SEO, clear pages, real reviews, genuine mentions elsewhere, are still the floor GEO is built on. GEO adds a second, more specific layer on top: does any single page hand a model a clean, quotable fact.

What We're Doing About Our Own 0%

We're not going to pretend a blog post fixes a Share of Voice gap. What it does is force us to apply our own advice: our AI agency cost guide and SEO pricing guide already follow the "publish the real number" pattern this post describes, they just need to earn enough authority to be the answer a model reaches for instead of a paragraph to summarize. We'll track this Share of Voice measurement alongside our existing 91-answer study and report back when either number moves.

This tracking and remediation work is the actual content of our AI SEO and GEO service: measure where you stand in AI answers today, find the specific pages costing you the citation, and fix them. It runs from $500 USD a month on top of standard SEO for small businesses, for the same reason described above, the two aren't separate budgets.

The Bottom Line

SEO gets a page ranked. GEO gets a fact quoted. A 0% vs 79% Share of Voice gap in our own market shows the difference isn't theoretical: it's the difference between a page that describes your business and a page that hands a model something specific enough to repeat. Fix the second, and the first gets easier to earn too.

Want your own Share of Voice number?

Book a free 30-minute call. We'll run your actual buyer prompts and show you exactly where you stand against the competitors already winning AI citations in your category.

LN

Written by Laith Nasrallah

Founder of Leonyx AI, a computer engineering graduate based in Toronto, Ontario. Builds the automation systems, AI agents, and websites Leonyx AI ships for clients, and writes from firsthand implementation work rather than secondhand research.