Understand why standard static models fail in AI-driven search environments and highly volatile B2B scenarios.
Learn how ChatGPT, Claude, and Gemini citations are changing forecasting assumptions and click CTR models.
Deploy frameworks that forecast visibility, pipeline conversion, SQL volumes, and revenue outcomes.
Formulate conservative, expected, and aggressive growth models ready for B2B board and CFO review.
Isolate the highest-value inputs needed to project B2B SEO and paid acquisition ROI with audit-level accuracy.
Move beyond impressions and traffic rankings to forecast pipeline value and pipeline contribution.
Project organic search growth and citation share in verticals heavily disrupted by generative answers.
Model CPC inflation, ad auction volatility, and audience saturation patterns across channels.
Design forecasting dashboards and templates that B2B executive leadership teams actually trust.
Map out a step-by-step action plan to align search attribution with pipeline CRM performance from day one.
Your Strategist
CEO & Lead Growth Engineer
After building full-stack digital architectures and engineering B2B search pipelines for 25+ years, Steve works with B2B operators to grow organic pipeline and recover from search updates.
Steve combines deep full-stack technical engineering with high-stakes SEO forensics to audit visibility and build pipeline engines that survive CFO scrutiny.