AI growth automation systems
Trend intake, keyword scoring, page brief generation, quality gates, and weekly reporting loops.
About / Work With Me
AI Growth Bench is designed to show how I think about content systems, growth experiments, automation pipelines, and AI search visibility.
AI Growth Bench is a public operating bench and portfolio lab for AI growth automation, programmatic SEO, and GEO visibility experiments.
Turning trend signals into scored keyword opportunities.
Designing programmatic SEO systems with quality gates and index tracking.
Structuring pages for GEO and answer-engine visibility.
Building lightweight public systems before adding databases or paid infrastructure.
Reporting experiments in a format clients and employers can evaluate quickly.
Trend intake, keyword scoring, page brief generation, quality gates, and weekly reporting loops.
Structured page templates, sitemap logic, content QA, index tracking, and thin-page prevention.
Page structure reviews for direct answers, entity clarity, source quality, and citation readiness.
Hands-on execution for small teams that need clean systems, evidence logs, and reliable follow-up.
Example engagement
Audit the current SEO and content workflow.
Build a trend and keyword scoring sheet or lightweight app.
Create 10 to 30 page briefs with quality gates before publishing.
Set up sitemap, index tracking, and weekly experiment reporting.
Run manual GEO checks across answer engines and record evidence.
Proof surfaces