Work
This page is for businesses whose content exists but doesn't surface in AI answers, sites with decent traffic but no real entity presence, and companies that are tired of being invisible to the tools their customers now ask instead of Google.
AEO & GEO strategy
AI models like ChatGPT, Gemini, and Perplexity are answering the questions your customers used to Google, and most businesses have no idea whether they get mentioned. AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) are about fixing that: making sure your business is the one cited when the answer involves you.
Query fan-out analysis (mapping the actual questions and follow-ups a model generates around your space), entity optimization, and structured data implementation, delivered as a prioritized action list plus the schema and content changes to execute it.
Content systems
Publishing enough content to matter, and keeping it current, is a labor problem more than a strategy problem. I build automated pipelines that handle the repetitive parts: pulling source data, drafting, optimizing, and publishing on a schedule.
A working n8n workflow (or equivalent) wired into your CMS and any relevant APIs, documented well enough that your team can run and modify it without me.
Search visibility audits
Traditional SEO metrics don't tell you whether AI models can find or correctly describe your business. An audit that only checks rankings is missing half the picture now.
A baseline report covering traditional search rankings alongside AI citation presence (where you show up in AI answers, where you don't, and why), with concrete next steps.
Proof
- Product troubleshooting site: built an end-to-end pipeline that scrapes, parses manuals, generates structured content, and auto-publishes. 65+ guides across 5 categories, running on under $10/month infrastructure.
- B2B SaaS client: 300% organic growth in 4 months through entity optimization, structured data, and query fan-out content strategy.
- Internal reporting automation: replaced a weekly manual AI-citation check with a scheduled workflow, cutting a 3-hour task to under 10 minutes.
Have a problem that fits? Get in touch →