What are the most common AEO mistakes?
Direct answer
The most common AEO mistakes are burying the answer deep in the content instead of leading with it, using vague headings instead of exact question phrases, omitting JSON-LD schema markup entirely, writing in dense formal prose that AI cannot parse, ignoring content freshness, and never testing whether AI engines actually cite your pages.
Key facts
- AI engines extract from the first one to two sentences after a heading — buried answers get skipped
- Headings like "Overview" or "Details" do not match user queries; use the exact question phrasing instead
- Invalid or missing schema means AI retrieval systems cannot classify your content accurately
- Use SEORav's AEO Checklist to audit each page against these failure modes before publishing
Burying the direct answer
The most frequent AEO mistake is leading with context instead of the answer. Pages that open with "In today's competitive landscape" or a three-paragraph industry overview lose the citation to a competitor whose first sentence directly answers the query. AI engines extract from the opening block roughly 70% of the time. If the answer arrives in paragraph four, the citation is already gone. Move the 50 word definitional answer to position one, every time.
Missing or invalid schema
Roughly 40% of pages claiming AEO optimization either lack FAQPage and Article schema entirely or have invalid markup that breaks parsing. Test every page in Google's Rich Results Test before publishing. Also avoid schema stuffing, where teams add Product, Review, FAQ, and HowTo schema to a single page hoping for more chances. Engines penalize this, and only the genuinely relevant schema should be present. Mismatched schema (Recipe schema on a non-recipe page) actively hurts citation chances.
Practical takeaway
Audit your top 20 pages for three things: direct answer in the first 60 words, valid schema on every page, and specific named entities instead of generic claims. Fix the answer position first because it has the largest impact. Most teams find that this single change lifts AI Overview citation rates within 4 to 6 weeks.