The Miracle Berry
AEO Protocol
A definitive, transparent experiment in "Entity-First" optimization for the next generation of Answer Engines.
Research Intelligence: This live experiment demonstrates AEO methodologies that prioritize knowledge graph integration over legacy keyword signals.
Redefining Visibility
The Miracle Berry Protocol is more than a strategy; it's a structured methodology for optimizing entity authority in Large Language Models.
In an era dominated by Perplexity, ChatGPT, and Google SGE, traditional SEO is no longer sufficient. We focus on disambiguation, semantic mapping, and corroborated trust.
Core Focus Areas
- ✓Entity Recognition & Disambiguation
- ✓Knowledge Graph Semantic Integration
- ✓Relationship Mapping (Schema Registry)
- ✓Digital Authority Signal Construction
The Three Pillars
A foundational framework for Answer Engine visibility
Architecture
Modular JSON-LD implementation with consistent, persistent entity references across the entire stack.
Authority
Strategic digital footprint construction across technical platforms to corroborate entity validity.
Measurement
Rigorous 21-day longitudinal tracking of indexing, citation frequency, and model recognition.