How is AEO different from optimizing for Google Featured Snippets?Featured snippet optimization is a subset of AEO. The goal is similar, to earn placement in a direct answer surface, but the systems are different. Featured snippets are generated by Google’s search algorithm from indexed pages. AI answer engines retrieve from a broader set of sources using different extraction mechanics. Optimizing for featured snippets helps but does not guarantee placement in AI-generated answers.Should we put FAQ schema on every page?FAQ schema is one signal among many, not a guaranteed entry point into AI answers. AI systems do not simply ingest schema and repeat it. They evaluate the quality, clarity, and relevance of the underlying content. Schema helps signal structure but it does not substitute for content that directly and clearly answers the question being asked.What is the ideal length for an answer to be picked up by an answer engine?Concise and complete. A direct answer that covers the question without requiring context from surrounding content is more likely to be extracted. There is no universal word count rule. The practical standard is: if the passage were pulled out of the page entirely, would it still make sense and answer the question? If yes, it is structured correctly.Does AEO work for transactional queries or only informational ones?Both. AI answer engines handle informational, comparative, and recommendation queries. A brand that earns citation in responses to product comparison questions or service recommendation queries is directly in the purchase path. AEO is not limited to top-of-funnel awareness.How do you find the questions people are actually asking AI platforms?Through prompt testing, customer interviews, sales call analysis, and tools that monitor AI search queries. Standard keyword research tools report Google search volume, not AI query patterns. The gap is real and requires a different research methodology.Is AEO worth it if AI engines do not always link back to the source?Citation without a link still has value. Brand mentions in AI responses influence awareness and purchase consideration even when no link is provided. The measurement shifts from click-through rate to citation rate and brand presence in AI-generated answers. Referral traffic from AI platforms that do link is an additional metric.How do you prevent AI from misrepresenting your brand in answers?By establishing clear, consistent entity signals and publishing authoritative source content that AI systems can verify against. Hallucination and misrepresentation are more common when the brand’s own content is sparse, inconsistent, or poorly structured. A brand with strong entity signals and well-sourced content gives AI systems less room to fill gaps with inaccurate associations.Can small businesses compete in AEO against large platforms?Yes, within specific topical niches. Wikipedia and Reddit dominate general knowledge queries. Small businesses are not competing there. They are competing within specific geographic markets, industry verticals, and service categories where they can establish genuine topical authority. Narrower scope increases the probability of citation.Work with Plate Lunch Collective on AEO
