Search systems that compound.
Custom AI that ships.
I design and operate agentic SEO systems, LLM visibility programs, and custom AI software for B2B teams. Strategy, code, content, and measurement stay in one pair of hands.
SYSTEMS, NOT DELIVERABLE PILES
Choose the bottleneck.
I build the operating layer.
Search compounds only when research, publishing, authority, and measurement share one feedback loop. AI creates leverage only when evaluation and ownership are designed in from day one.
01 Search operating system
Agentic SEO
A production system for topical research, briefs, expert content, internal links, schema, quality control, and weekly decisions. Built around your sales motion and installed in your stack.
- 6-week ramp
- 40+ pages / month
- Human release gate
02 Production software
Custom AI builds
RAG systems, internal agents, evaluation pipelines, and workflow automation designed around your data. Working software in your repo, with tests and runbooks.
- From discovery to live
- Evals before demos
- 30-day handover
Map a site locally, see where the authority graph breaks, and leave with a prioritized content plan.
Run the audit ↗HOW IT WORKS
Four steps. Two weeks to live.
- 01 Define
Brief.
A 60-minute call. You talk, I take notes. We end with one page, a price, and no follow-up sales theatre.
- 02 Connect
Wire.
Week one. Sales-call transcripts and product docs become a topic graph or system spec. You see the first drafts on day three.
- 03 Operate
Run.
The agents go to work. Drafts and code land in your CMS or repo. You review asynchronously, with receipts.
- 04 Prove
Ship.
It goes live. Posts publish, the system serves traffic, and the eval suite watches for regressions through the first 30 days.
WRITING & OPEN RESEARCH
Useful enough to steal.
Specific enough to cite.
Long-form playbooks, field notes, and open datasets from live search and AI systems.
Explore all 70 pieces ↗-
GEO2026AI Recommendation Index: what six models recommend
A transparent index of 144 AI answers across four software categories, with share of voice, first-pick results, methodology, and study limitations.
Read the field note ↗ -
GEO2026LLM SEO: how to optimize for AI search and citations
A practical LLM SEO system for crawl access, source selection, citable passages, entity clarity, and measurement across ChatGPT, Perplexity, and Google.
Read the field note ↗ -
Topical Authority2026Topical authority: how to build, measure, and compound it
Build topical authority with a six-signal measurement model, failure atlas, DR 6 live case, and a practical Google-vs-LLM comparison.
Read the field note ↗ -
Agentic SEO2026Agentic SEO: the operator playbook for autonomous search
Agentic SEO replaces passive tools with systems that execute search goals end-to-end. Here is how operators wire agents to ship work without manual prompting.
Read the field note ↗ -
Technical SEO2026Technical SEO: make every search signal observable
A practical technical SEO system for discovery, crawling, rendering, indexing, serving, and measurement — with tests for every state.
Read the field note ↗
BOOKING JUNE · 2 SPOTS LEFT