DUFixOSv2.4.1
94Autonomous
aeo-content.mdAEO + JSON-LD
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Loading AEO editor...
Markdown + AEOUTF-8Spaces: 2
AEO Score:94%
LLM Vision— real-time extraction preview
Diff Heatmap
GPT-5
96% confidence
Extracted Answer

Answer Engine Optimization (AEO) is the practice of structuring web content so that large language models can accurately extract, cite, and present it as authoritative answers.

High extraction weight
Medium weight
All Engines Overview
AI Critic

Strong answer placement. Your @answer tag fires within the first 80 characters — excellent. Schema coverage is complete. One suggestion: add a numeric statistic to the @faq section to increase extractability by ~8%.

Agent Timeline— autonomous revision history
Agent Timeline
Researcher
2m ago

Found 14 high-authority sources for "AEO best practices 2026"

Writer
1m 48s ago

Generated 3 content variants with avg AEO score 91.2

Schemer
1m 30s ago

Injected FAQPage + Article JSON-LD schema

Citer
1m 12s ago

Missing statistic on citation rates — auto-adding from Stanford dataset

Scorer
58s ago

Final AEO score: 94 — above autonomy threshold (92)

Researcher
12s ago

Starting research cycle for "Schema Markup Cheat Sheet"