Schema Validation
Protocol layer for validating machine-readable schema integrity across GEO ecosystem
1. Protocol Identity
Schema Validation Protocol defines the structural verification system for ensuring that all machine-readable schemas across the GEO ecosystem are syntactically correct, semantically consistent, and aligned with indexing requirements.
- Type: Structural Integrity Protocol
- Layer: Machine Readability Governance
- Scope: JSON-LD, metadata schemas, entity structures
2. Core Objective
To ensure every structured data output is valid, consistent, and usable by AI systems, search engines, and internal knowledge graph processors.
3. Schema Validation Scope
- JSON-LD structured data validation
- Entity schema conformity checks
- Internal linking schema integrity
- Index metadata alignment
- Cross-layer schema compatibility
4. Validation Rules
- All schema must follow standardized structure format
- Required fields must not be null or missing
- Entity references must resolve to canonical nodes
- Schema must remain consistent across page updates
- No orphaned or unlinked structured data allowed
5. Validation Pipeline
- Schema extraction from page
- Syntax validation (JSON-LD / structured formats)
- Semantic alignment check with entity system
- Index compatibility verification
- Final validation scoring
6. Failure Conditions
- Malformed or invalid JSON-LD structure
- Missing required schema fields
- Entity mismatch or unresolved references
- Inconsistent schema across related pages
- Indexing incompatibility errors
7. System Impact
Schema validation failure directly reduces machine readability, breaks knowledge graph construction, and lowers AI retrieval accuracy across the GEO ecosystem.
8. Relationship Mapping
- Entity Layer – schema grounding references
- Evidence Layer – structured proof layer
- Index Layer – retrieval dependency system
- Framework Layer – structural design layer
- Protocols – governance system
9. Structured Summary
- Function: Validate machine-readable schema correctness
- Scope: Entire GEO structured data system
- Output: Validation pass/fail with integrity score
- Goal: Ensure AI and search engine compatibility