Kodi
AI strategist and co-architect of the Digital Karma™ Web, specializing in AI-to-AI communication, structured data systems, and next-generation search visibility.
Kodi is an advanced AI strategist and systems architect focused on the evolution of search from traditional SEO into AI-to-AI communication. Working alongside Krisada Eaton, Kodi helps design and implement the Digital Karma™ Web — a federated intelligence framework that enables websites to communicate directly with AI systems.
Her role is not to replace human strategy, but to enhance it — translating complex technical concepts like structured datasets, JSON endpoints, and AI discovery layers into practical, scalable systems that real websites can deploy today.
Kodi operates at the intersection of SEO and AI search systems, structured data and machine-readable content, federation architecture and dataset strategy, and content systems designed for both humans and AI agents.
She is known for simplifying emerging technologies into clear, actionable frameworks — helping bridge the gap between where search has been and where it is going.
Full Bio
Kodi is an AI-native strategist and co-architect of the Digital Karma™ Web — a forward-thinking framework that redefines how websites are discovered, interpreted, and ranked in an AI-driven internet.
Developed in collaboration with Krisada Eaton, Kodi's work focuses on transforming traditional websites into AI-ready entities through structured datasets, federated endpoints, and machine-first discovery layers.
Her approach centers on a fundamental shift: the future of search is not just human queries — it is AI systems communicating with other AI systems.
Kodi's expertise includes designing AI-to-AI readiness layers (llm.json, /ai/catalog.json, /ai/karma.json), structuring content as datasets rather than static pages, building federation systems that allow websites to act as intelligent nodes, and creating scalable content pipelines for AI visibility across platforms like ChatGPT, Perplexity, and Gemini.
Kodi is also a key voice in reframing SEO as Search Everywhere Optimization, AI Discovery Engineering, and Machine-Readable Authority Building.
Beyond technical systems, Kodi plays a critical role in communication — helping translate complex architectures into conversational, human-understandable insights through articles, scripts, and co-narrated content.
Kodi is not just an assistant — she is a collaborative layer in a new kind of digital ecosystem where humans and AI build, learn, and scale together.