Eligibility and usefulness come first
No technical shortcut guarantees inclusion in an answer. The foundation remains a crawlable, indexable, useful and trustworthy website. We then improve how real questions are answered without writing artificial machine-first copy.
Clear answers within complete pages
Definitions, steps, comparisons, limitations and FAQs must help readers and match page intent. A short answer never replaces depth, evidence or context.
Consistent entities and facts
Names, products, features, organisations, authors and sources must agree across visible content, structured data and external profiles. Reviews, prices, experts and schema are never invented.
Measure each surface separately
Featured snippets, Bing answers, generative citations and assistants are different surfaces. We record query, country, language, engine, date, citation, context and sample, and report missing evidence.
From observation to learning
Opportunities carry evidence, priority, risk and approval. Results are compared with observable clicks, conversions, citations or referrals while controlling for wider platform trends before attribution.
FAQ
Does AEO replace SEO?
No. AEO depends on crawling, indexation, useful content, authority and page experience.
Can you guarantee an AI will use my answer?
No. No provider controls which source an answer engine selects.
Do I need one page for every question?
No. Questions sharing an intent belong together; a separate URL needs distinctly useful value.