Roadmap

1.0 — Foundation

• Core definition and seven pillars
• SEO/GEO relationship
• Metric vocabulary
• Visibility integrity & poisoning defense
• Governance and contribution model

1.1 — Measurement specification

• Sampling protocol for queries/prompts
• Cross-model/cross-engine normalization
• Confidence intervals and repeatability guidance
• Source/citation classification

1.2 — Entity & provenance specification

• Canonical entity record
• Evidence/provenance schema
• Change and freshness model

1.3 — Integrity specification

• Threat taxonomy
• Anomaly severity model
• Recovery-state model
• Incident reporting template

2.0 — Multi-surface VGO

• Agents and autonomous discovery
• Multimodal discovery
• Commerce/vertical assistants
• Machine-to-machine discovery