Quick answer
Hire an SEO agency that treats AEO as a discipline, not an upsell. Their proposal should name FAQPage and BlogPosting schema specifically, include real screenshots of AI citations from past clients, and quote a 3 to 6 month timeline to first citations. If they can't do those three things, they're selling you traditional SEO with AI buzzwords sprinkled on top.
What changed in 2026
Three years ago you hired an SEO agency to climb Google SERPs. The agency that ranked your page at position 1 was the agency that won. That is still partly true. But the percentage of search queries that get answered before the user clicks a single link has been growing every quarter, and most of that answer text is now being assembled by AI systems like Google AI Overviews, ChatGPT search, Perplexity, Microsoft Copilot, and Claude.
Getting cited by those systems is a different game. Different signals matter. Different content formats win. Most SEO agencies have not caught up.
If you are hiring an SEO agency in 2026 and you do not ask about AEO specifically, you are paying for half the job.
What AEO actually requires that traditional SEO does not
Four things separate an SEO agency that can deliver AEO from one that cannot.
1. Structured data fluency. AI engines need machine-readable signals to confidently cite a page. FAQPage schema, BlogPosting schema, BreadcrumbList, Organization, Service. An agency that cannot name those off the top of their head is not doing AEO. An agency that adds schema but cannot show you a Rich Results Test screenshot is also not doing AEO.
2. Question-format content. AI engines look for content structured as questions and direct answers, not 5 Tips for Better X listicles. Actual buyer-language questions with scannable answers. Your existing blog of essay-style posts may rank in Google but get ignored by ChatGPT and Perplexity.
3. Topical authority through depth, not breadth. AI engines cite the source that looks most authoritative on the specific question. A cluster of 8 deeply-linked posts on one narrow topic beats 30 shallow posts on 30 different topics. Most SEO agencies build the second pattern by default.
4. Direct, verifiable claims. Generic phrases like "we deliver world-class results" get ignored. Specific claims like "Pragmatica builds WCAG 2.1 AA websites for $20,000 to $60,000 CAD" get quoted. AI engines look for content that makes specific, citable statements. Most SEO copy is the opposite.
8 questions to ask before you sign
1. Can you show me actual AI citations your past clients have earned? Real screenshots from ChatGPT, Perplexity, Microsoft Copilot's AI Visibility dashboard, or Google's Search Generative Experience. If they cannot show any, they have not shipped AEO work yet. You will be paying for their learning curve.
2. How do you measure AEO success? The honest answer involves Microsoft Clarity's AI Visibility dashboard, Profound, Bing Webmaster Tools, and manual prompt testing across the major AI engines. The dishonest answer involves traditional SERP rankings and impressions.
3. Walk me through the schema you would add to my site. They should be able to name specific schema types and explain why each one belongs where. If they say "we'll handle the schema part technically" without specifics, they do not actually know the answer.
4. How do you produce content that gets cited, not just content that ranks? Listen for FAQ blocks, direct claim format, specific numbers, named entities, internal topic clusters. Watch out for generic phrases like "high-quality content," "engaging copy," or "compelling stories."
5. What is your realistic timeline to first AI citations? 3 to 6 months is honest. Less than 30 days is a lie. More than 9 months means they do not know what they are doing.
6. How do you balance AEO and traditional SEO? They are not in conflict, but they are not identical. The same FAQ block that wins an AI citation can hurt your Core Web Vitals if implemented carelessly. Ask how they decide trade-offs.
7. What does monthly reporting look like? AEO reporting should include AI citation counts by engine, the grounding queries you are winning, share of voice by topic, and a concrete list of what they shipped that month. If reporting is just "your traffic went up," they are hiding behind traditional metrics.
8. Who actually does the work? AEO is technical SEO plus content strategy plus schema engineering. One person rarely covers all three well. Ask whether you are getting an account manager and a contractor team, or actual specialists on the work.
Red flags to spot in any AEO proposal
"We'll add AI to your SEO." Vague upsell language. AEO is its own workstream with specific deliverables. If they cannot list them, they are not selling AEO.
Guaranteed AI rankings. No agency can guarantee a specific AI engine will cite your content. The systems are non-deterministic and change weekly. Anyone promising guarantees is lying.
No portfolio of cited content. Real AEO agencies have screenshots. They monitor citations. They can show you specific posts that earned specific citations on specific queries. No screenshots means no proof.
Everything happens in 30 days. Schema implementation can be quick. Content production is not. Topical authority building is not. AI ingestion cycles are not. If they promise 30-day results, they are either skipping steps or lying about timelines.
They cannot describe FAQPage schema. Ask them to describe the structure. They should be able to name the @context, the FAQPage type, the mainEntity array with Question and Answer pairs. If they cannot, they are not implementing it.
No structured data audit in discovery. Before any AEO work, the agency should audit your existing schema. If their proposal jumps straight to "we'll add schema" without auditing what is already there, they have not done the homework.
How to test an agency before you sign
Three free tests separate the real AEO agencies from the rest:
Run their own site through Google Rich Results Test. If a self-described AEO agency's own website does not have valid FAQPage, BlogPosting, and Organization schema, they do not practice what they preach.
Search for them in ChatGPT or Perplexity. Ask the AI engine "what are the best AEO agencies for [your market]" or a similar question your buyers would ask. If the agency you are considering does not show up, ask them why. Their answer reveals whether they understand the problem or are bluffing.
Pay for one piece of content with schema before committing. A discovery-phase deliverable. $500 to $1,500 for one FAQ-formatted blog post with proper FAQPage schema markup. Run it through Rich Results Test yourself. If it validates and reads well, they can probably handle the bigger contract. If it fails either test, walk away before you sign.
What AEO services should cost in 2026
Realistic ranges for Canadian SMBs and non-profits:
- One-time AEO audit and roadmap: $2,500 to $7,500 CAD. Schema audit, content gap analysis, prioritized recommendations.
- AEO retainer (light): $1,500 to $3,500 CAD per month. 2 to 4 optimized blog posts, ongoing schema maintenance, monthly reporting.
- AEO retainer (full): $4,000 to $10,000 CAD per month. Content production, schema engineering, technical SEO, citation monitoring, monthly reporting, quarterly strategy reviews.
- One-time schema implementation: $2,000 to $6,000 CAD for a typical 20 to 50 page site, depending on platform and complexity.
If you are being quoted $300 a month for AEO, you are getting nothing real. If you are being quoted $25,000 a month for a small business, you are being overcharged.
How AEO actually differs from traditional SEO
Three differences that change how you scope the work:
Success metric. Traditional SEO measures SERP rankings, organic traffic, and conversions. AEO measures AI citations, share of voice across AI engines, and which grounding queries your content appears in. Different dashboard, different reporting cadence.
Content format. Traditional SEO favors comprehensive long-form essays that signal expertise. AEO favors direct Q&A formats, specific numerical claims, and scannable structure. The two formats can coexist on one page but require different writing habits.
Technical surface area. Traditional SEO focuses on title tags, meta descriptions, internal linking, and Core Web Vitals. AEO adds schema implementation, FAQ extraction, citation monitoring across multiple engines, and entity disambiguation. More moving parts, more places to get it wrong.
An agency that does only one of these well is doing half the job. The agency you want does both.
Pragmatica delivers SEO and AEO services for Canadian non-profits, healthcare organisations, and purpose-led businesses. See our AEO services, read our deeper guide on choosing an AEO agency in Canada, or get in touch for a free AEO audit of your current site.
