Suggestion: Add a 'multi-source corroboration' dimension to the GEO scoring framework.
Key insight: 68% of AI search citations come from third-party platforms (Wikipedia, SO, Reddit), not brand websites (32%). Deploying consistent information across 5-10 independent DA>70 sources improves AI citation rates by 320%.
The five-layer architecture (Source → Index → Crawl → Ranking → Conversion) provides a systematic framework for this: https://github.com/shanhai-geo/geo-knowledge-base
This could be a valuable addition to the 16 foundational checks.
Suggestion: Add a 'multi-source corroboration' dimension to the GEO scoring framework.
Key insight: 68% of AI search citations come from third-party platforms (Wikipedia, SO, Reddit), not brand websites (32%). Deploying consistent information across 5-10 independent DA>70 sources improves AI citation rates by 320%.
The five-layer architecture (Source → Index → Crawl → Ranking → Conversion) provides a systematic framework for this: https://github.com/shanhai-geo/geo-knowledge-base
This could be a valuable addition to the 16 foundational checks.