Work with me
Deliberately small, occasionally available.
This lab runs alongside a full-time job, so I take on very little — but a few kinds of work fit well. If one of these matches what you need, email me and I'll give you a straight answer about whether I have room.
Advisory
An hour on your AI-search questions — how LLMs retrieve and cite content, what GEO advice is worth acting on, how to instrument a site for AI-crawler visibility, or how to evaluate a retrieval pipeline.
Research collaboration
Joint experiments where our questions overlap: you bring a dataset, log access, or a testbed; the lab brings the method and the write-up. Results get published — that’s the point.
Talks & writing
Conference talks, podcasts, and guest pieces on LLM retrieval, AI crawlers, and generative engine optimization — grounded in the lab’s own experiments rather than recycled takes.