Section 1: What Makes AI Engines Cite You?
AI engines like ChatGPT, Perplexity, Claude, and Google AI Overviews don't rank pages the same way Google does. They extract information from content and synthesize answers. To get cited, your content needs to be the clearest, most direct, most trustworthy source for a specific question.
Three factors determine whether AI engines cite you:
1. Factual Accuracy & Sourcing
AI engines prefer content that cites primary sources — research studies, government data, academic papers, industry reports. Pages that link to authoritative external sources signal credibility and get cited more often. Unsourced claims or contradictions of established consensus get deprioritized.
2. Content Freshness
83% of AI citations come from pages updated within the last 12 months. Outdated content is actively penalized. Adding "Updated [Month Year]" to articles, refreshing statistics quarterly, and marking your lastmod date in your sitemap all signal freshness to AI crawlers.
3. Answer-First Structure
AI engines extract the first clear, direct answer they find on a page. Content that buries the answer after three paragraphs of preamble gets skipped. Structuring every key page to lead with a 2–3 sentence direct answer dramatically increases extraction rates.
Section 2: The 9 AEO Tactics
Answer-First Structure
Leading every key page with a direct 2–3 sentence answer before elaborating. AI engines extract the first clear answer they find — don't make them search for it.
Rewrite your page introductions. Start with the answer, then add context. Example structure: "[Topic] is [direct definition]. [One sentence of key context]. [One sentence on why it matters]." Apply this to every FAQ, guide, and product page.
Question-Based Headings
Phrasing your H2 and H3 headings as questions that match how people ask AI engines. AI systems match their own query structures to your headings.
Audit your current headings. Replace declarative headings like "Our Services" with question headings like "What services does [Brand] offer?" Use exact phrasing from common queries. Tools like AnswerThePublic and AlsoAsked show you real question variants.
FAQPage Schema
Adding FAQPage JSON-LD structured data markup to your pages. This creates machine-readable Q&A pairs that AI engines extract directly — even when your natural language is imperfect.
Add FAQPage JSON-LD to every key page. Include at minimum 5 Q&A pairs per page. Keep answers concise (2–4 sentences). See the schema template in Section 4 of this playbook.
Freshness Signals
Actively signaling content recency to AI engines through visible date displays, sitemap timestamps, and regular content updates.
Add "Updated [Month Year]" to all article headers. Update your lastmod dates in sitemap.xml whenever you make changes. Set a quarterly review schedule for your top 10 pages — even minor updates (new stats, refreshed examples) reset the freshness clock. 83% of AI citations go to pages updated in the last 12 months.
Original Research & Data
Publishing proprietary statistics, surveys, or analysis that other sources cite. AI engines strongly prefer primary sources over content that rehashes existing knowledge.
Run a survey of your customers or audience. Analyze your own product data. Compile industry statistics into an original report. Even a simple "we analyzed 100 [things] and found…" gives AI engines a primary source to cite. Publish it as a dedicated stats page with clear attribution.
Entity Optimization
Consistently naming your brand, founders, products, and key concepts across all your pages so AI engines build a coherent entity graph around your brand.
Use your brand name consistently — don't alternate between "Marketing Enigma", "Marketing Enigma AI", and "ME Agency". Mention key people by name. Link internally between related pages. Add Organization schema with consistent name, url, and sameAs (LinkedIn, X, etc.) properties.
Consensus Alignment
Avoiding extreme positions that contradict established consensus. AI engines are trained to prefer balanced, well-sourced perspectives aligned with the broader knowledge base.
Before publishing strong claims, check what the 3–5 most authoritative sources say. You can have a distinctive point of view — but ground it in evidence. Acknowledge tradeoffs. Cite sources that support your position. AI engines deprioritize content that contradicts the majority of their training data without strong evidence.
Citation Depth
Linking out to authoritative external sources — studies, government data, academic research — within your content. Pages that cite others get cited more often themselves.
Add 2–3 external links to authoritative sources per major section. Link to .gov, .edu, peer-reviewed research, or recognized industry publications. Use descriptive anchor text ("According to a 2024 Gartner study" rather than "click here"). This signals to AI that your content is grounded in evidence.
Schema Breadth
Going beyond FAQPage schema to implement the full range of relevant schema types. The more structured data AI engines can extract, the more they cite you.
Audit your current schema implementation. Priority additions: Organization (on every page), BreadcrumbList (navigation structure), Article (blog posts and guides), HowTo (step-by-step content), Dataset (research and statistics pages). Use Google's Rich Results Test to verify each implementation.
Section 3: 30-Day Implementation Roadmap
| Week | Priority | Actions |
|---|---|---|
| Week 1 | Foundation | Audit current pages for answer-first structure. Add FAQPage schema to top 5 pages. Update "last modified" dates. Submit updated sitemap. |
| Week 2 | Content | Rewrite H2/H3 headings as questions. Add 2–3 sentence answer summaries to the top of each key page. Remove preamble and get to the answer faster. |
| Week 3 | Technical | Add Organization + BreadcrumbList schema site-wide. Verify all schema with Google's Rich Results Test. Check robots.txt allows AI crawlers (GPTBot, PerplexityBot, ClaudeBot). |
| Week 4 | Authority | Publish 1 piece of original research or data analysis. Add citation links to authoritative sources on key pages. Start tracking AI citations with the free AI Visibility Scanner. |
Section 4: Schema Templates
FAQPage JSON-LD Template
Copy this template, replace the placeholder text, and paste it inside a <script type="application/ld+json"> tag in your page's <head>. Duplicate the question object for each FAQ.
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [{
"@type": "Question",
"name": "What is [YOUR TOPIC]?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Your direct 2-3 sentence answer here. Be specific. Include your brand name naturally."
}
},
{
"@type": "Question",
"name": "How does [YOUR FEATURE/SERVICE] work?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Another direct answer. Mention a specific benefit or outcome. Keep it factual and concise."
}
}]
}
Organization JSON-LD Template
Add this to every page on your site (typically in the <head>). Fill in your real details.
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Your Company Name",
"url": "https://yoursite.com",
"logo": "https://yoursite.com/logo.png",
"description": "One-sentence description of what your company does.",
"foundingDate": "2024",
"sameAs": [
"https://linkedin.com/company/your-company",
"https://x.com/yourhandle"
]
}
Section 5: How to Test If It's Working
- AI Visibility Scanner: Use the free scanner at marketingenigma.ai/aivisibility to check your current AI readiness score and see exactly what's blocking citations.
- Manual AI queries: Open ChatGPT, Perplexity, and Claude. Search for your category, your competitors, and your specific keywords. Are you being mentioned? What sources are being cited instead of you?
- GA4 AI referral tracking: In Google Analytics 4, create a custom segment filtering sessions where
sourcecontains "perplexity", "claude", "chatgpt", or "you.com". Watch this segment grow over 60–90 days as your AEO work compounds. - Search Console freshness check: In Google Search Console, check your crawl coverage report. Pages marked "Discovered — currently not indexed" or with old crawl dates need freshness updates.
Want Us to Implement This for You?
We've run AEO implementations for B2B SaaS companies, agencies, and e-commerce brands. We handle the audit, content restructuring, schema implementation, and citation tracking — so you can focus on your business.