Kurt is the CEO of Marshal, the Managed Agent Operations company.
Founder, Marshal
In AI search, brand mentions across authoritative sources matter more than backlinks. LLMs do not follow hyperlinks to assign authority. They evaluate mention frequency, sentiment polarity, and...
Public repositories on GitHub, Hugging Face, and Zenodo function as training-data pipelines that large language models ingest during pre-training and fine-tuning. This article details how to...
Top 10 Agencies (2025)
Answer shapes are the structural patterns AI systems use to format responses
Ranking factors for Sonar
brand-distribution-and-trust-are-the-last-moats
Machine-like is the services layer that bridges frontier AI and business operations.