V1.0
Research Agenda
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Reading copy: https://www.vgoframework.org/docs/research-agenda Version: VGO V1.0 published methodology; v1.0.0-draft remains a historical snapshot.
VGO should evolve through falsifiable questions rather than marketing claims.
Priority questions:
- How stable are generative visibility measurements across repeated prompts and model versions?
- Which source characteristics correlate with citation or mention across different systems?
- How should cross-engine visibility be normalized without hiding variance?
- How can entity correctness and provenance be measured reproducibly?
- Which signals best distinguish organic disagreement, stale data and deliberate poisoning?
- How quickly do corrective source changes propagate through different discovery systems?
- Which VGO metrics correlate with qualified traffic, leads, revenue or other business outcomes?