SEO gets you found. AEO gets you chosen.
I help B2B brands turn AI search visibility into measurable growth across Google, AI Overviews, ChatGPT, Perplexity, Gemini, and emerging answer engines.
Proof points
AI Search Proof Lab
The AI Search Proof Lab is a public portfolio of experiments, audits, templates, and workflows showing how brands appear, disappear, and compete inside AI-generated answers, AI Overviews, and emerging agent-assisted search journeys.
A live GEO measurement experiment combining Cloudflare AI Crawl Control, Otterly.ai prompt tracking, and Claude analysis to baseline how a brand appears across AI answer engines and which sources get cited.
Demonstrates: AI crawler control, prompt tracking, brand ranking measurement, citation analysis, and a repeatable GEO baseline methodology.
A practical workflow for identifying where competitors are cited in AI answers, where a brand is missing, and which content to refresh first.
Demonstrates: citation tracking, competitor analysis, prompt gap mapping, source evaluation, and AEO/GEO prioritization.
A sample reporting framework for connecting AI citation visibility, share of voice, prompt coverage, competitor gaps, AI referral signals, and organic performance to business impact.
Demonstrates: executive reporting structure, AI visibility measurement, prompt coverage analysis, competitor gap framing, answer-surface visibility, and business-impact storytelling.
A 15-prompt AI search benchmark showing which brands, domains, and content formats are cited for enterprise AI data security questions.
Demonstrates: prompt testing, citation analysis, brand visibility benchmarking, and SEO/AEO/GEO strategy.
A practical brief framework for turning AI search prompts into structured, answer-first content designed for visibility, citations, and buyer-intent coverage.
Demonstrates: prompt-to-page mapping, answer-first structure, entity coverage, FAQ strategy, schema planning, and SEO/AEO/GEO execution.
What I Do
About
My work sits at the intersection of search, AI, and buyer behavior.
As search shifts from ranking to retrieval, I help brands become easier for AI systems to interpret, trust, cite, and surface.
I build GEO, AEO, technical SEO, and structured content systems that move brands from being indexed to being understood and chosen.