Enterprise Search & Applied AI OperatorJames F. Gibbons

Independent R&D

Enterprise Search Intelligence, Measurement Systems & Applied AI

SerpRadio is the lab for search intelligence after the dashboard era

SerpRadio is where I test ideas about AI discovery, signal architecture, materialized-state systems, and the interfaces that might make search intelligence more legible.

Independent R&D

A place to test the next operating language for search

SerpRadio sits adjacent to client and employer work. It is where I can prototype future-facing ideas about search intelligence without waiting for the market to settle on the right vocabulary.

Search intelligence experiments

Modeling visibility as a changing system rather than a static rank report.

Materialized-state architectures

Exploring how stateful data products can make search, demand, and narrative systems more durable.

AI discovery research

Studying how brands get interpreted, cited, and surfaced by answer engines and LLM-driven interfaces.

Signal modeling and narrative design

Building interfaces and editorial structures that help operators read complex systems more clearly.