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AI VISIBILITY ENGINEERING
Canadian businesses rank well in Google Canada. In ChatGPT, Perplexity, and AI Overviews, US competitors dominate — not because their content is better, but because it is structured differently. Answer Engine Optimisation (AEO) fixes that with a Canadian-specific strategy: question mapping for Canadian buyer queries, direct-answer page restructuring, and monthly citation tracking.
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/ This is for you if
The Canadian business absent from ChatGPT — Your company ranks on the first page of Google.ca for your category. In ChatGPT, Perplexity, and AI Overviews, US firms appear in your place. Canadian-specific AEO strategy targets the queries Canadian buyers actually ask AI engines — not US-market question sets.
The content marketer who needs an AEO system, not a concept — You understand that AEO matters. You have read the think-pieces. What you need is the implementation: question mapping sourced from Canadian AI engine research, page restructuring methodology, FAQ schema templates, and a monthly brief format your team can run independently.
The Canadian B2B founder who searched ChatGPT and found US competitors — You queried your service category in ChatGPT and watched US firms fill every response. Their content is not more authoritative than yours — it is answer-first, schema-marked, and structured for AI citation. A Canadian-specific AEO strategy corrects the structural gap without requiring a content rebuild from scratch.
The marketing director investing in content that never reaches AI answers — Your Canadian content team publishes regularly. The content is thorough and well-researched. AI engines do not cite it because the answers are buried, the questions are editorial rather than buyer-decision, and there is no FAQPage schema to help AI engines identify what is quotable.
/ What's broken
Canadian B2B content typically follows long-form editorial conventions: introduction, context, body, conclusion. AI engines extract citable claims from the first one to two sentences of each section. Content that opens with context rather than a direct answer is passed over in favour of US competitors who lead with the claim.
Schema adoption among Canadian business websites lags significantly behind US counterparts. ChatGPT, Gemini, Perplexity, and Google AI Overviews all weight FAQPage and HowTo JSON-LD when selecting citation candidates. The structural disadvantage compounds the content disadvantage.
Most AEO tools and competitive analyses are US-centric. Canadian buyer queries — with Canadian context, regulatory references, and market terminology — are distinct from US equivalents. Generic AEO question sets miss the specific questions Canadian buyers ask AI engines in your category.
AI citation engines operate within tight text windows. An answer embedded in sentence seven of a 150-word paragraph will not be extracted, regardless of its accuracy or authority. Paragraph restructuring — one claim, 30 to 50 words, answer first — is the mechanical requirement US competitors have already implemented.
/ What we engineer
Each workstream is built by the team that audits it, and wired into the rest of your growth system.
We score every existing page against 14 AI citability criteria. Each page receives a citation-potential score. The audit report identifies which pages to restructure first, with specific attention to pages competing against US content in Canadian AI Overview responses.
We build a 100+ question inventory by querying ChatGPT, Perplexity, and Google AI Overviews directly for Canadian buyer decision queries. Questions are classified by intent, mapped to existing pages or content gaps, and prioritised by the citation opportunity they represent against current US competitors.
We rewrite your top 10 pages in answer-first, quotable format targeting Canadian buyer queries. Section openings deliver direct claims. Paragraphs are shortened to 30 to 50 words. Structure is optimised for AI extraction while preserving the Canadian market context that distinguishes your content from US alternatives.
Every restructured page receives FAQPage and HowTo JSON-LD. Schema is written, validated, and delivered ready for your development team or CMS. Canadian-specific FAQ questions are included to signal local relevance to AI engines.
We build a monthly brief template your Canadian content team can use to produce AEO-ready pages independently. Each brief includes the target question, required answer structure, schema template, and a citation checklist.
We track 20 Canadian buyer queries monthly across 12 AI engines. Monthly reports show citation rate, competitor share (including US competitor displacement), and a brief for one new AEO-ready page targeting a Canadian-specific query.
/ What changes
/ Common questions
Straight answers on scope, timelines and cost. Anything else, ask us directly.
Ask us directlyAnswer Engine Optimization is the practice of restructuring content so AI engines — ChatGPT, Gemini, Perplexity, and Claude — can extract and cite it in direct-answer responses. It involves question mapping, answer-first page restructuring, FAQ and HowTo schema implementation, and citation rate monitoring.
US competitors dominate Canadian AI citations primarily because US content marketing culture adopted answer-first structure and FAQ schema earlier than Canadian equivalents. The gap is structural and correctable — Canadian businesses that implement AEO strategy close the citation gap within 60 to 90 days.
We build Canadian-specific question inventories by querying AI engines directly for the buyer decision questions Canadian prospects ask in your category. Generic US keyword tools miss Canadian market context, regulatory terminology, and regional query patterns that matter for Canadian AI citation.
Pages restructured in answer-first format with FAQPage schema typically begin appearing in AI engine responses within 30 to 60 days. Citation rate movement across 20 tracked Canadian queries is measurable within 90 days.
No. AEO strategy restructures content within existing pages — rewriting section openings and shortening paragraphs. Schema is added via JSON-LD and requires no architectural changes.
⚠️ OWNER TO FILL — prices in CAD. Suggested framing: "The AEO strategy programme starts at CA$[X] for the audit and restructure phase. Monthly citation tracking is available from CA$[X] per month."
The programme monitors ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, Bing Copilot, and six additional AI-powered answer surfaces. Citation tracking covers 12 engines and includes Canadian regional AI Overview data where available.
Yes. The AEO content brief template is adapted for Canadian content teams and includes the target question, required answer structure, schema template, and a citability checklist. Most teams produce AEO-ready content independently after one handover session.
Start here
US competitors are not better than you — they are structured differently. An AEO audit in five days identifies exactly which of your pages to restructure. We rewrite the top ten, implement schema, and track citation rate monthly with explicit displacement tracking of US competitor citations. Five-day turnaround. No retainer required.
5-day turnaround · No retainer requiredIgnited Nepal
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