The AEO Playbook

This is the whole stage on one page, sequenced by impact. Do the moves in order, skip the ones that are noise, and measure on a fixed rhythm. Everything in Stage 3 collapses into a short workflow you can run against any site.

What is the end-to-end workflow?

Run it in order, because each step depends on the one before it. First, be crawlable and indexable, with substance in server-rendered text. If the engines cannot fetch and read you, nothing else counts. Second, make the content quotable: question-shaped headings, a front-loaded direct answer under each, tables and numbered lists, and one cited fact per key claim. Third, build the entity footprint, consistent name and facts everywhere, an official entity home, and mentions from sources engines trust. Fourth, measure with a fixed prompt set and read your share of voice.

The sequence is deliberate. Quotability is wasted on a page no crawler reaches. Entity work compounds slowly, so it should run in the background while the on-page wins land. Measurement comes last because you need something built before there is anything to measure. Broad topical coverage feeds the whole thing, because query fan-out pulls you in through sub-questions you never targeted directly. Topical authority and clusters →

Where is the 80/20?

Four moves carry most of the result: be crawlable, be quotable, be a clear entity, then measure. Get those right and you have captured the bulk of what AEO can do for you. Everything else is polish.

This is worth saying plainly because the field is loud with tactics that promise more than they deliver. For Google's own AI surfaces, this is mostly good SEO plus quotability and clean structure, not a separate science. The exotic files and secret markup are, at best, minor polish on top of the four moves, and some are noise. If you have limited time, spend it on being readable and quotable and clearly identifiable, and spend almost none of it chasing the rest. The off-site mention work that builds your entity is the one "extra" that genuinely pays, and digital PR is how you earn it. Digital PR → The reason the boring list wins is that it maps to how the pipeline actually reads you: crawlable clears retrieval, quotable clears grounding, and a clear entity clears attribution. Each move removes a specific failure, which is why skipping one cannot be bought back by doubling down on another.

The 80/20 of AEO is boring on purpose: crawlable, quotable, a clear entity, measured. Anyone selling you a fifth secret is usually selling the polish as if it were the paint.

What are the common mistakes?

Most AEO failures are self-inflicted. Watch for these.

• Chasing llms.txt as a proven lever. No major engine has confirmed it reads the file for citation. Publish it if it suits a dev-tool audience, but do not bank on it.
• Client-only rendering that hides content. AI crawlers render JavaScript poorly, so content that appears only after JS often does not exist to them.
• Over-blocking search bots. Cutting the search tokens deletes you from answers. Block training, keep search.
• Quoting one AI Overview prevalence number. The figures move and studies disagree. Present prevalence and click impact as ranges, never a single point.
• Treating GSC AI impressions as new traffic. The generative-AI reports show impressions only and are a subset. They are not clicks you earned.

What cadence keeps it working?

AEO is not a one-time project, because the answers shift constantly and your competitors keep publishing. Set a rhythm and hold it. Keep a fixed prompt set of buyer-intent questions and run it on a steady schedule so runs stay comparable. Maintain a GA4 "AI assistants" channel to watch referral trends as a supporting pulse. Review the whole picture monthly: share of voice by engine, which pages earn citations, and where a competitor is being named instead of you. Measurement cadence →

The monthly review is where the sequence pays off, because it tells you which step is leaking. If your share of voice is low and the pages are strong, suspect crawlability or rendering. If you are retrieved but never cited, suspect quotability or a fuzzy entity that the engine will not attribute to you. If a competitor is consistently named instead, study which of their pages earns the citation and reverse-engineer the passage. The review is a diagnostic loop, not a scoreboard.

This ties directly into the measurement stage, so AEO does not live off on its own. It shares the same prompt-tracking and reporting habits as the rest of your program, which is where the whole Academy comes together. The capstone → Run the four moves in order, avoid the five mistakes, and review on a fixed cadence. That is the playbook.