Generative Engine Optimization (GEO). Be the Business AI Recommends by Name.
When a buyer asks ChatGPT, Gemini, or Perplexity who to hire or what to buy, the assistant writes a short answer with a few names in it. GEO is the work of making sure the engines know exactly who you are, trust what others say about you, and have a reason to put your name in that paragraph.
The New Front Door
Buyers Stopped Searching. They Started Asking.
And an assistant only recommends what it understands and trusts. Here is where established businesses fall out of the answer.
Buyers ask an assistant for a shortlist. It answers with three names.
"Who is a good commercial roofer in Winnipeg?" "Which Manitoba fabricator makes custom hoppers?" The assistant writes a confident paragraph naming a few businesses. The names come from what it has read about your market, and if it has read nothing about you, you are not in the paragraph.
The engines are not sure who you are.
Your directory listings say one thing, your site says another, the industry association spells your name differently, and there is no clear description of what you make or do. Generative engines resolve that ambiguity by leaving you out.
Nobody credible has written about you.
AI assistants weigh what trusted third parties say: trade publications, associations, review platforms, local press, partner sites. A business with twenty years of quiet excellence and zero external mentions reads, to a model, like a business that does not exist.
You cannot see it happening.
There is no report in your inbox that says "ChatGPT recommended your competitor 40 times this month." The loss is invisible until a long-time customer mentions they found their new supplier by asking an assistant.
SEO, AEO, GEO.
Same foundation, three different wins.
GEO
A recommendation by name in what the assistant writes.
This pageWhat's Included
Everything the Engines Read Before They Recommend Anyone.
Six deliverables, each visible when shipped. None of it is secret. It is work.
Entity foundation
One consistent identity everywhere the engines look: organization schema with sameAs links, a clear description of what you do and for whom, and matching name, address, phone, and category across every listing.
Source and mention building
Placements on the third-party sources generative engines trust in your category: industry directories, associations, supplier databases, local and trade press, and partner pages, each describing you in the language buyers use.
Recommendation-ready content
Pages that state plainly what you make, who it is for, what it costs to consider, and how you compare, in the question-and-answer form that assistants lift into their responses.
Review and reputation signals
A compliant, steady review flow on Google and the platforms your buyers use, because assistants read review volume, recency, and sentiment when deciding who is safe to recommend.
AEO layer on top
Schema, llms.txt, and question-format clusters from our answer engine optimization work, so the same foundation earns citations in Google AI Overviews and Perplexity as well as recommendations in ChatGPT and Claude.
Ask-the-engines measurement
We put your buyers' real questions to ChatGPT, Gemini, Claude, Perplexity, and Google AI Overviews on a schedule, log who gets named, and report the movement. You see the shift as it happens.
How It Works
Baseline, Identity, Mentions, Measurement.
Baseline: what AI says about you today
We ask the engines the questions your buyers ask and send you the transcript. Most owners have never seen it. It is usually the most persuasive document in the whole engagement.
Fix the identity
Entity schema, consistent listings, and a plain description of the business go live in the first weeks. This alone removes the ambiguity that keeps many established businesses out of AI answers.
Earn the mentions
Month by month we add the third-party sources and the recommendation-ready pages that give the engines something to cite and a reason to trust it.
Measure and widen
As your name starts appearing for the first queries, we widen to the next set of services and cities, and connect the new enquiries to a receptionist so none are missed.
Who It's For
Established businesses whose buyers ask before they call.
Manufacturers and distributors with spec-driven buyers. Trades and contractors chosen from a shortlist. Clinics, firms, and studios where the first question is "who is good near me?" If your buyers ask an assistant before they pick up the phone, GEO decides whether you are in the answer.
- Manufacturers and fabricators
- Distributors and dealers
- Contractors and trades
- Clinics and professional firms
- Hospitality and venues
- Any established Canadian business
Ask an assistant about AI marketing in Winnipeg. Then check our work.
Every method on this page runs on alphapixels.ca first: the entity schema, the llms.txt file, the published playbook, the directory profiles, the review flow. We would rather you test it than take our word for it.
GEO Services FAQ
Straight Answers Before You Book a Call
What is generative engine optimization (GEO)?
GEO is the work of getting your business recommended by name inside the answers that generative AI assistants write: ChatGPT, Gemini, Claude, Perplexity, and Google's AI Overviews and AI Mode. Where SEO earns a ranking in a list, GEO earns a mention in a paragraph. It combines entity consistency, third-party mentions the engines trust, recommendation-ready content, and review signals.
How is GEO different from AEO and SEO?
SEO gets pages ranked in Google's results and Maps pack. AEO (answer engine optimization) gets your pages cited as the source of an AI answer, mostly through schema and question-format content on your own site. GEO is broader: it is about the engine's overall understanding of your business, built from your site plus everything credible written about you elsewhere, so it recommends you even when it is not quoting a specific page. We build all three on one foundation, and you can start with whichever gap is costing you most.
Can you guarantee that ChatGPT will recommend us?
No. Nobody controls what a generative model writes, and anyone who guarantees it is guessing. What we control is every input the engines read: whether your identity is consistent, whether trusted sources describe you, whether your pages answer buyer questions plainly, and whether your reviews hold up. Do that work and you become the easiest business in your category to recommend. We measure the result openly, engine by engine.
How long does GEO take to work?
The entity foundation goes live within the first few weeks. Third-party mentions and content compound over the following months, and assistants update their understanding as they recrawl and retrain. We usually see first movement on specific queries within a few months, faster in less contested categories. We report what the engines say every month so you are never guessing.
How much do GEO services cost?
It is scoped on a free fit call, based on how many services and regions you want to be recommended for and how contested they are. There is no public rate card because every business is different. No long contracts, and every asset we build stays yours.
Does GEO matter for B2B and industrial companies?
Increasingly, yes. Engineers, purchasers, and owners now ask assistants for supplier shortlists and spec comparisons before they email anyone. Industrial categories are also less contested than consumer ones, so a well-documented manufacturer or distributor can become the default recommendation in its niche with a modest amount of focused work.
Which AI engines do you optimize for?
ChatGPT, Google AI Overviews and AI Mode, Gemini, Claude, and Perplexity, plus Microsoft Copilot through Bing's index. The foundation is shared. We measure each engine separately because your buyers use all of them and you do not get to choose which one they ask.
Why hire a Winnipeg agency for GEO?
Because we run this work on ourselves and test it against Manitoba and Canadian queries every week, not once a quarter from another time zone. You get a local number to call, a team you can meet, and a fit call where we show you live what the engines currently say about your business.
Find Out Who AI Recommends Instead of You,
Before Your Next Buyer Asks.
Start with the free audit: we put your buyers' questions to ChatGPT, Gemini, Perplexity, and Google's AI Overviews and send you exactly what they say. 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.
Other ways we help you get found and stay booked
Most clients start with one system and add the next once the first one is paying for itself.
AEO Services
Answer engine optimization: schema, llms.txt, and question-format content so ChatGPT, Google AI Overviews, and Perplexity cite your business in the answer.
Learn moreGet found on GoogleSEO Services
Rank on Google and Google Maps for the searches that turn into calls, quotes, and orders. Local SEO, content built from your real expertise, and technical cleanup.
Learn moreNever miss a leadAI Receptionist & Lead Automation
Answer every call 24/7, text back missed calls instantly, qualify and book into your calendar, and hand off to your team with a weekly scorecard.
Learn moreGet found by industrial buyersMarketing for Manufacturers
For established manufacturers, fabricators, and distributors: buyer guides written from the real catalog, call capture, and follow-up that turns spec questions into quotes.
Learn moreStay visible without filmingAI Clone Content Engine
Film once, then get polished videos in your own voice and face every month, posted to your socials and Google Business Profile without weekly filming.
Learn moreFill unused capacityGrowth Campaigns
One contained 30 to 90 day campaign around one revenue target: offer, creative, Google and Meta ads, a conversion page, and attributable revenue reported weekly.
Learn moreNot sure which one fits? See every service on one page.
Our GEO playbook, published openly
How we think about AI recommendations, in plain English. Read it, copy it, or have us run it for you.
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