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XEO Insights

AI-Native Discoverability Intelligence

Weekly insights on AI-native discoverability from the XEO Management team. Delivered every Tuesday at 10:00 AM ET.

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Weekly Intelligence Archives

Tuesday, June 30, 2026

Understanding Latent Niche Drift (LEO)

How models shift concept positioning over training cycles, and why mapping secondary neighborhoods keeps your brand discoverable when target vectors move.

Tuesday, June 23, 2026

Why LLMs Hallucinate Competitors Instead of You

An audit of model recommendation rates (MEO) showing how semantic coherence values impact agent selection preferences during high-affinity prompts.