GEO Audit
An open research toolkit for evaluating technical, semantic and citation-readiness signals for generative search.
Software
Open tools that make applied research inspectable and reusable.
GSLHub software will connect methods, experiments and publications through versioned repositories, documentation and citable releases.
GSL Benchmark Toolkit
A reproducible framework for collecting, normalizing and comparing outputs from AI search systems.
Research Templates
Reusable structures for papers, datasets, software citation and reproducibility documentation.