Growth architecture that fits where you actually are
Some brands need to know what AI is saying about them. Some need measurement they can trust. Some need both, run by someone senior. There is a clear model for each.
AEO/GEO Visibility Audit
A full diagnostic of how AI engines see your brand. Entity records, structured data, citation sources, and live answer testing across ChatGPT, Gemini, Perplexity, and Google AI Overviews. You get a scored gap analysis and a prioritised fix roadmap. Fully remote. Delivered in 2-3 weeks.
Revenue Measurement Architecture
A 47-point diagnostic of your acquisition data pipelines, then the rebuild. I map the gap between what the platforms report and your actual bank account, make GA4 your source of truth, and make AI and organic visible as revenue sources alongside paid.
Fractional Growth Partner
Senior AI visibility and measurement leadership on a retained basis. I build the pipelines and the AI-search footprint so your internal team can turn the crank. Async reviews, strategic direction, agency oversight, performance accountability.
Based in South Africa? See AEO/GEO consulting for South African brands.
Start with a 30-minute strategy call
Tell me where you are. I will tell you which engagement makes sense, or whether none does. No pitch. Just clarity.