2.11 Twenty Principles for AEO (Answer Engine Optimization)

3.2 AEO Content Auditing: Finding Quick Wins

In this episode, we're diving into AEO content auditing—finding the quick wins hiding in your existing pages. You don't need to start from scratch. Most sites are sitting on content that's already close to working in AI systems; it just needs tightening and smarter structure. We walk through a practical, six-step audit framework you can run in a spreadsheet: * Step 1: Build your audit tracker with columns for URL, Page Title, Primary Topic, Word Count, and Last Updated * Step 2: Add structural health checks—Schema Status, H1 Present, H2/H3 Structure, and Internal Links * Step 3: Run the "answer location test" to see if your best answer sits above or below the fold * Step 4: Test AI citation behavior with columns for AI Citation Status, Summary Accuracy, Fact Extraction Quality, and What Broke * Step 5: Check RAG optimization—Will lifting your content in chunks preserve its meaning? Add columns for chunking status and reason. * Step 6: Audit evidence and attribution—does your page give AI systems a reason to trust and cite you? This isn't glamorous work, but it's where the easiest wins are hiding. Fix the pages that are close but failing, and you'll start seeing citations, quotes, and visibility—without rewriting your entire site. Spreadsheet Labels Mentioned: * URL * Page Title * Primary Topic * Word Count * Last Updated * Schema Status * H1 Present * H2/H3 Structure * Internal Links * Answer Location * AI Citation Status * Summary Accuracy * Fact Extraction Quality * What Broke? * Chunking (Step 5 Result) * Chunking Reason (Step 5 Reason)

3.1 Building Your AEO Tech Apps

Welcome back to AEO Decoded with Gary Crossey. In this episode, we're diving into the essential tech stack you need to execute an effective Answer Engine Optimization strategy. Key Topics Covered: * Schema markup tools and validation * AI visibility monitoring platforms * Content management systems optimized for AEO * AI testing playgrounds and prompt libraries * Analytics beyond click-through rates * Documentation and knowledge management * The minimum viable AEO tech stack for beginners No fluff, no sponsorships—just the practical toolkit you need to implement AEO effectively. Whether you're starting from scratch or scaling up your existing strategy, this episode gives you the technological foundation to make AEO work in practice. Related Episodes: * Episode 2.1: Entity-First Optimization * Episode 2.3: Conversation Design Principles * Episode 2.10: Operating Cadence and Organizational Implementation Next Episode: Episode 3.2 - Content Auditing for Quick AEO Wins

2.11 Twenty Principles for AEO (Answer Engine Optimization)

Season 2 Bonus Recap: Advanced AEO Strategies Welcome to a special bonus recap of AEO Decoded Season 2. This episode pulls together all 10 advanced episodes into one actionable system you can start using today. What You'll Learn: * The 20 core AEO principles from Season 2, distilled into three layers: foundational and maintenance * How entity graphs, schema harmonization, and RAG patterns work together * Multimodal evidence strategies and E-E-A-T signals tuned for AI * Operating cadences and resilience engineering to keep your AEO system running * One action you can complete this week to build your AEO foundation Key Topics Covered: * Entity graphs in practice * Schema harmonization and vocabulary stacking * RAG-aware content design * Passage-level optimization and chunking strategies * Multimodal evidence and captions as claims * E-E-A-T for LLMs * Freshness, versioning, and change logs * Redirect hygiene and resilience engineering * Industry adapters for compliance-sensitive fields * Share of answers, accuracy QA, and AEO scorecards * Operating cadence and runbook creation This episode is for you if: * You listened to Season 2 and want a merged reference guide * You're new to AEO and want the advanced playbook in one place * You're ready to move from theory to implementation What's Next: Season 3 launches next week! I'll be taking a new site and applying these 20 AEO principles in real time, reporting back on what works, what doesn't, and what changes we see.

2.10 Putting it together: Your AEO operating cadence

In this Season 2 finale of AEO Decoded, Gary Crossey reveals the operating cadence that turns AEO from a one-time project into a sustainable competitive advantage. This episode covers: * The quarterly audit framework: entity graph maintenance, schema harmonisation, multimodal evidence reviews, and conversation tree expansion * Monthly analytics rhythms: What to track, how often, and what to do when the numbers shift * Owner roles and runbooks: Who does what, and how to make it repeatable without burning out your team * Real-world implementation: How to start small, build momentum, and scale your AEO operations sustainably Gary answers listener questions about convincing stakeholders, running AEO with lean teams, tracking the right metrics, and avoiding the biggest mistakes teams make when building their cadence. Your one action this week: Schedule your first quarterly AEO audit. Pick one audit type, block off two hours, create a simple runbook, and document what you find. Plus: A preview of next week's Season 2 recap and what's coming in Season 3. Related Episodes: * Episode 8: AEO Analytics: Measuring Success in the Age of AI Search * Episode 10: Measuring AEO Success: Beyond Traditional Metrics Got questions? Email admin@irishguy.us [admin@irishguy.us] — Gary reads every message and features the best ones on the show. Subscribe now on Spotify, Apple Podcasts, or your favorite podcast platform to catch the Season 2 recap and be first to hear Season 3.

2.9 Measurement beyond clicks: AI presence, passage‑level lift, and accuracy QA

In this episode of AEO Decoded, Gary Crossey explores how to measure AEO success beyond traditional clicks and traffic metrics. Learn the three core components of effective measurement: AI presence (are you showing up in answers?), quality (are you being represented correctly?), and business impact (is it changing outcomes?). Gary breaks down practical approaches to tracking your share of answers, scoring quality with a simple three-point scale, and identifying downstream business signals like branded search growth, better leads, and shorter sales cycles. In the Q&A Lightning Round, Gary answers listener questions about proving ROI when traffic is flat, tracking AI presence without expensive tools, preventing brand misrepresentation, and reporting to leadership when attribution is messy. Your actionable item this week: Build a 10-question "Share of Answer" baseline and score each answer for presence, quality, and business impact. Then pick one "Okay" or "Bad" result and fix the passage on your site that should get quoted. This is the penultimate episode of Season 2 — tune in next week for the Season 3 announcement!