Joseph Darnell

I'm Joseph Darnell. I run Automaton Agency, a creative technology agency in Austin that builds AI-powered systems for SMBs and growth-stage companies. I write the practitioner field reports on this site — the 30-day AI Overview citation report, the 60-day GEO vs SEO field report, the Claude Cowork build-vs-buy decision, and the rest — and the methodology I describe in each one is the same methodology running this site's own program in production. Everything I publish is something I've built, shipped, or am actively running. The case studies at /work are real client engagements with real outcomes. You can verify me at LinkedIn, GitHub, and through the verification block below. This page exists so the work I publish has a single attributable author, not three different bylines stacked across the same site.

I started Automaton in 2018. Before that, I spent years implementing digital sales and marketing systems for small businesses — consulting in the Infusionsoft and Keap ecosystem, and cofounding a startup before that. I studied international relations at Brigham Young University and later earned an MSBA from Colorado State. The path from there to here was not linear — I came to creative technology by building things for myself and then realizing the same patterns worked for clients, not the other way around.

The agency does one thing: we build AI-powered systems that keep producing value after the engagement ends. Most of what we ship is for SMBs and growth-stage professional services firms — law firms, accounting practices, wealth management practices, and the operators who run them. We work as an embedded creative-technical partner, not a project-based vendor. The case studies at /work document specific engagements; the field reports at /insights document the methodology underneath them.

The agency is intentionally small. Our scope is the work, not headcount. I'm involved in everything we ship — every system, every case study, every published pillar carries my actual fingerprints on the architecture or the prose or both. When you read a Joseph Darnell byline on this site, that's what it means.

I publish field reports on subjects I've actually shipped against. Right now that means:

• AI implementation for professional services firms — legal (Claude Cowork for law firms, AI due diligence with Claude Cowork), accounting (AI for accountants), wealth management (AI for wealth management).
• The creative technology agency model — what a creative technology agency actually does, the AI agency category decoder, what an AI-powered agency does differently, the creative technologist as the new agency.
• Build-vs-buy decisions in AI tooling — Claude Cowork vs Claude Code, AI receptionist build-vs-buy, the framework underneath them.
• AEO / GEO methodology — the 30-day AI Overview citation field report, Part 2 on what changed after Google's official guide, the GEO vs SEO 60-day field report, the implementer's playbook for ranking in AI Overviews.
• The Five-Layer Framework — our underlying systems thesis. It's the lens behind almost every other piece on this site.

I don't write on adtech, on creator-economy growth hacking, on outbound sales tooling, or on enterprise AI strategy. Those are adjacent to my work but not areas I've shipped in production. If you're looking for opinions on those, I'm not the right author.

How to email me: I read everything. I respond fast if it's interesting, slowly if it's RFP-shaped, never if it's outbound BDR pitches. I'm bad at “let's hop on a quick call” — write me the thing and I'll write back. The contact form and direct email both work; the form routes to the same inbox.