Answer Engine Optimization (AEO) Services. Get Named When Buyers Ask AI.
AEO in one breath: when someone asks ChatGPT, Google's AI Overviews, or Perplexity who to hire or what to buy, the engine names a handful of businesses — AEO is the work that makes yours one of them. We do that work for established businesses across Canada, and we run the same playbook on ourselves — so you can check it works before you ever call us.
The Shift Nobody Emailed You About
Search Stopped Being a List of Links. It Became an Answer.
And an answer only has room for a few names. Here's what that looks like from inside an established business.
Buyers ask AI a question — and get a short list you're not on.
Someone asks ChatGPT or Google who to hire, what to buy, or which supplier to trust. The engine names two or three businesses and most people never look further. If your site gives it nothing to cite, the answer is a competitor — every single time.
Ranking #3 doesn't mean what it used to.
The AI answer now sits above the blue links, and a growing share of searches end right there — no click, no visit, no chance to make your case. Being on page one of a list nobody scrolls to is a quiet way to disappear.
The window is open in 2026 — and early movers get to keep it.
Answer engines keep citing sources they already trust. Every month a competitor's guides sit in the answers, the harder they are to displace. Most Canadian categories are still unclaimed. That doesn't last.
Twenty years of answers in your head. None of them on your site.
You answer buyer questions all day — on the phone, at the counter, on the shop floor. The engines can't hear any of it. Until those answers exist in writing, in a format machines can parse, your expertise doesn't count online.
AI won't replace you.
A competitor who uses AI will.
The engines don't reward the best business — they reward the best-documented one. You already have the answers; AEO is just putting them where the machines can read them, before a thinner competitor does it first.
What's Included
The Full AEO Stack. Nothing Mysterious About It.
Every piece is a real deliverable you can see shipped — and we publish how each one works, because none of this is secret. It's just work.
Schema markup
Structured data — LocalBusiness, Service, FAQ, Product — that tells engines exactly who you are, what you do, and where, in the format they parse first. Invisible to visitors, load-bearing for AI.
llms.txt
A plain-language map of your business written for AI crawlers: what you do, for whom, and the pages that prove it. A small file few Canadian sites have bothered with yet — which is exactly the point.
Question-format content clusters
Pages built around the exact questions your buyers ask — who makes it, what it costs, which one fits — answered plainly from your real expertise, in your voice. This is the raw material engines cite.
Entity & NAP consistency
Your name, address, phone, and description made identical everywhere AI reads — your site, your Google profile, the directories. Conflicting data makes engines skip you. Consistency makes you safe to cite.
Directory citations
Listings on the directories and industry sources answer engines actually pull from, so third parties confirm what your site claims. Engines trust agreement between independent sources.
Review signals
A steady system for earning and answering real reviews — the closest thing AI has to word of mouth. The engines read them, and so do the humans double-checking the answer.
Want the how-to before the sales call? It's already published: our schema method and our llms.txt guide, free to copy.
We measure the only way that's honest: we ask the engines.
No vanity dashboard. On a schedule, we put your buyers' real questions to ChatGPT, Google's AI Overviews, and Perplexity — and record who gets named. You see the answers before we start, and you watch them change as the work lands. If your name isn't showing up more often, you'll know — and so will we.
Who This Is For
Built for Businesses With Real Answers to Give
Make physical products? Start with our manufacturers page. And AEO isn't a bolt-on — it plugs into the same engine as our content system and AI automations, so the leads it creates actually get answered.
Proof, Not Promises
An AEO Agency That Eats Its Own Cooking
We're our own case study — verify us before you call us.
Ask ChatGPT or Perplexity about answer engine optimization for a Winnipeg business and see who comes up. We run this exact playbook on alphapixels.ca — the schema, the llms.txt, the question-format guides — and we publish the methods openly instead of guarding them:
The same playbook, industrial-strength.
A North American equipment manufacturer — 14 years in business, roughly 95% of sales into the US — is getting 100 question-format buyer guides written from their real catalog, plus an AI receptionist so the inquiries those answers create never ring out. Found us the same way your buyers will find you: a search.
Read the full buildThe Process
Audit. Foundation. Content Engine. Measure.
Audit
The free AI visibility audit: we put your buyers' real questions to the engines and show you exactly who gets named today — and why it isn't you. Then a free 30-minute fit call to walk through it. No pitch unless you ask.
Foundation
Schema markup, llms.txt, entity and NAP cleanup, directory citations — the machine-readable layer that makes you citable. Deployed in days, not months; 7–14 days is typical.
Content engine
Question-format guide clusters written from your real expertise, in your voice, published steadily — so the engines have something worth citing and your buyers have something worth reading.
Measure & compound
Ask-the-engines testing on a schedule. We track where your name appears, double down on what's winning, and expand cluster by cluster. Citations compound — and so does the lead flow behind them.
Common Questions
What Owners Ask Us About AEO
What's the difference between AEO and SEO?
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SEO gets your pages ranked in a list of blue links. AEO gets your business named in the answer itself — when someone asks ChatGPT, Google's AI Overviews, or Perplexity who to call, the engine names a few companies and most people never scroll past that. The foundations overlap: good content and clean structure help both. But AEO adds what answer engines specifically need — schema markup, question-format content, entity consistency, and citations across sources AI trusts. You don't replace SEO; you build AEO on top of it, and the same work usually lifts both.
How long does AEO take to work?
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The foundation — schema, llms.txt, entity cleanup, your first question-format content — typically deploys in 7 to 14 days. Then the engines need time to recrawl and absorb it: AI answers usually start shifting over the following weeks and months, depending on your industry and how contested your queries are. We test from day one by asking the engines your buyers' questions and tracking when your name starts appearing, so you see movement as it happens — not in a quarterly PDF.
How much do AEO services cost?
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It's scoped on the fit call, not sold off a rate card — the price depends on how many services and locations you need to win, how much content your site is missing, and how contested your queries are. No long contracts: the foundation deploys fast and it's yours whether or not you continue. The 30-minute fit call is free, and you'll leave it with a real number.
Can you guarantee we'll be cited by ChatGPT or Google's AI Overviews?
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No — and nobody honestly can. We don't control what the engines generate, and anyone promising guaranteed AI citations is selling something they can't deliver. What we control is everything the engines look at: whether your site actually answers buyer questions, whether your schema and entity data are clean, whether the directories and reviews agree on who you are. Do that work properly and you become the easiest business in your category to cite. Our own pages get cited for the queries we target — that's the standard we build to, not a promise we hide behind.
Does AEO work for B2B companies and manufacturers?
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It's where AEO pays off most. B2B buyers now ask AI tools spec-level and comparison questions long before they email anyone — and most industrial websites give the engines nothing to cite. Our flagship AEO build is a North American equipment manufacturer, 14 years in business with roughly 95% of sales into the US, getting 100 question-format buyer guides written from their real catalog plus an AI receptionist so no inquiry slips. Thin sites lose those recommendations to whoever bothered to write the answers.
Should we optimize for Google AI Overviews or ChatGPT?
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Both — and the same foundation feeds both. Google's AI Overviews sit on top of your existing search presence, so schema, question-format pages, and review signals matter most there. ChatGPT, Claude, and Perplexity lean harder on entity consistency and what trusted third-party sources say about you. We build once and then measure against each engine separately, because your buyers use all of them and you don't get to pick which one they ask.
Can we do AEO ourselves instead of hiring an agency?
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You can — we publish our methods openly on our blog, from schema markup to llms.txt to question-format content, and if you have the time we'd genuinely encourage you to start. What an agency buys you is speed and consistency: in 2026 the window matters more than perfection, and most owners we meet started DIY, got the schema half-installed, published four posts, and stalled. If you'd rather run your business while the system gets built in days instead of quarters, that's the job we do.
Why hire a Winnipeg AEO agency instead of a Toronto or US firm?
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Two reasons. First, nobody else on the Prairies is doing this work — the agencies marketing AEO in Canada are in Ontario and the US, and none of them are testing what the engines say about Winnipeg and Manitoba queries every week the way we are. Second, we're accountable in person: 213+ Winnipeg businesses served, a local number you can call at +1 (431) 444-1006, and a fit call where we show you live what the engines currently say about your business. Distance doesn't disqualify a good agency — but proximity keeps one honest.
Find Out What AI Says About Your Business —
Before Your Competitor Does.
Start with the free AI visibility audit: we put your buyers' questions to ChatGPT, Google's AI Overviews, and Perplexity and send you exactly what they say — and who they name instead of you. Then a free 30-minute fit call if you want a plan. No pitch unless you ask.
Prefer the phone? Call +1 (431) 444-1006 — or send a note through our contact page.
Our AEO playbook, published openly
The same methods we sell, written up in plain English — read them, copy them, or have us run them for you.
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