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Content Depth vs Content Length Content Depth: information density and topical authority. Harder to measure but what actually drives citation. Quick answer: Content depth beats content length because AI engines extract citation-ready answer-units, not word counts. A 1500-word page with specific claims, real examples, and edge case coverage outperforms a 4000-word padded page. Padding triggers […]
If you've invested in AEO, you want to know whether it's working. Tracking AI citations is harder than tracking search rankings because the tools are newer and the data is messier. Here's the practical playbook to track AI citations. Quick answer: Track AI citations four ways: manual checks of 10 to 20 buyer-intent queries across […]
The major AI engines look similar from the outside but cite sources with meaningful differences. Understanding the differences helps you optimize for the engines that matter most for your category. Quick answer: The engines differ at the margins. ChatGPT rewards content depth, schema, and entity signals. Perplexity cites aggressively and prefers fresh sources. Google AI […]
Two pages on similar topics. Similar word counts. Similar quality. One gets cited regularly by AI engines. The other doesn't. Why some pages get cited and others don't usually traces to factors that aren't obvious from reading the content. Here's what they are. Quick answer: Ten factors decide the gap: where the answer lives on […]
Most sites audit AEO and SEO separately. Two reports, two prioritized lists, two strategies. This wastes effort because about 60 percent of the work is the same. Here's the single-pass workflow to audit AEO and SEO together and produce one prioritized fix list. Quick answer: Run three checks on the same day: an AEO audit, […]
The pitch sounds clean: skip SEO and do AEO only. AI search is the future, blue-link search is dying, just focus on AI engines. This is wrong for most businesses. Here's the honest breakdown of when you can actually skip SEO and do AEO only, and when you can't. Quick answer: No for about 95 […]
About 60 percent of AEO and SEO work overlaps. The other 40 percent pulls in different directions. This post covers where the disciplines diverge and how to navigate the conflicts The 40% Divergence: Where AEO and SEO Pull in Different Directions. Quick answer: AEO and SEO diverge on 10 fronts: content structure, header style, trust […]
People treat AEO and SEO as competing disciplines. They are not. The AEO and SEO overlap covers about 60 percent of the work. This post covers what overlaps and why understanding the overlap saves money and effort. Quick answer: About 60 percent of AEO and SEO work is identical: clean architecture, page speed, mobile-friendliness, HTTPS, […]
"How long will this take to work" is the question every AEO program faces. The honest AEO timeline depends on what stage you're starting from and what you mean by "work." This post breaks down realistic expectations so you can set the right targets. Quick answer: The AEO timeline runs in three stages. Audit score […]
"Every business needs AEO" is technically true and strategically useless. Some categories are urgent. Some have time. This post separates who benefits most from AEO so you know where you stand. Quick answer: Local service businesses benefit most: law firms, dentists, contractors, real estate, and medical practices see citation lift in 60 to 120 days. […]
The three layers of AEO are content (what you publish), structure (how it's organized), and trust (who you are). Each layer multiplies the value of the others. This post breaks down what each layer does, how they compound, and where most sites fall short. Quick answer: The three layers are content (buyer questions answered completely […]
For two decades, "search optimization" meant Google. The whole field of SEO is built around Google's ranking algorithm, its blue-link results, and the buyer journey that flows through those clicks. That world has not disappeared, but it has stopped being the only world. We explain why AEO exists now Quick answer: AEO exists because search […]
Has your SEO agency adopted AEO yet? If you pay one monthly and you've never had a conversation about AI search, this post is for you. Most agencies haven't adapted, and the gap won't show up in your traditional metrics until your competitors lap you in ChatGPT, Perplexity, and Google AI Overview. Quick answer: Probably […]
You ran an AEO audit. You have a score and a list of issues. Now what? How to Read an AEO Audit Report Without an SEO Background. Quick answer: Start with the overall score: most sites land between 45 and 70, below 40 means foundational issues, above 80 is strong. Read the top three issues […]
Most articles say "audit your site quarterly." That advice is wrong because it ignores what stage the site is in. A site in active build needs weekly audits. A site in maintenance needs quarterly. A site that just had a major change needs an audit the day after. Here we explain "How Often Should You […]
You ran an AEO audit. You got a number between 0 and 100. Without context, the number is just a number. AEO score bands give you that context. Quick answer: Five bands: 90 to 100 is the outlier zone earned by six-plus months of sustained AEO work, 80 to 89 is strong with consistent citations, […]
