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2025 — Present · Active

SEO · AEO · GEO Content Engine

Personal product

Summary

Content engine for SEO, answer-engine optimization (AEO), and generative engine optimization (GEO): a 7-stage subagent pipeline (strategy, research, brief, write, optimize, quality-gate, programmatic) architected to scale to 100,000+ pieces across 108 categories in 12 verticals. Python scoring/audit tooling (content-score, slop-audit, fleet-score) enforces a quality gate before publish; thousands of pieces tracked through the pipeline to date.

Production content pipeline with automated quality gates — architected for six-figure scale, in active execution across waves.

Who it helps

  • Brands optimizing for classic search and generative answers

Features & functionality

  • 7-stage subagent pipeline: strategy, research, brief, write, optimize, quality-gate, programmatic
  • 108 categories across 12 verticals; pillar, spoke, glossary, and comparison page types
  • Python scoring/audit scripts: content-score, slop-audit, fleet-score
  • Schema snippets (Article, FAQPage, HowTo, Breadcrumb) and llms.txt/robots.txt templates

Stack

PythonMarkdownJSON SchemaMulti-agent pipelines

Links