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DefinitionBy Lloyd Pilapil

What is Answer Engine Optimization (AEO)?

Answer Engine Optimization (AEO) is the practice of structuring web content so AI engines can extract and cite it as a complete answer. AEO focuses on extraction-friendly formatting: BLUF paragraphs, FAQPage schema, HTML comparison tables, and speakable schema.

AEO is the discipline of making your content cite-able as an answer, not just rank-able as a result. It overlaps with GEO but focuses on the extraction layer specifically.

AEO vs GEO

GEO is the broader discipline — entity authority, citation accumulation, crawl access, content shape. AEO is the content-formatting subset of GEO that specifically optimizes for the extraction step. Both matter; AEO is the tactical content layer.

DimensionAEOGEO
ScopeContent formatting for extractionWhole-site authority + citation acquisition
Primary tacticsBLUF, FAQPage, tables, speakableSchema, llms.txt, backlinks, freshness
MeasurementCitation snippet winsCitation frequency across engines
OwnerContent writers + editorsSEO + content + technical teams
Timeline7-14 days per page30-90 days site-wide

The 4 AEO formatting tactics

  1. BLUF paragraphs — every H2 section opens with the answer in 1-3 sentences.
  2. FAQPage schema — 8+ Q&A pairs per page gives AI engines a structured extraction map.
  3. HTML comparison tables — AI extracts tables verbatim; prose comparisons get reworded.
  4. Speakable schema — targets specific DOM elements that voice/AI assistants read aloud.

Who needs AEO

Any business publishing content for buyers who research via AI. B2B SaaS, agencies, consultancies, and educational publishers benefit most. E-commerce benefits less because transactional queries route to Google Shopping, not extraction.

How to audit AEO readiness

Radar AEO Page Auditor scores any URL against 6 weighted categories: speakable schema (15 pts), answer-first content (20 pts), structured data quality (20 pts), data extractability (15 pts), content freshness (15 pts), entity authority (15 pts). Outputs an A-F grade with page-level fixes.

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