No copywriter needed. No SEO expert required.
Content Factory turns any AI tool into a content production powerhouse.
Works with Cursor, Claude, Gemini, Amp, and any AI coding tool you use.
THE REAL PROBLEM
93% of AI-generated content fails to rank or convert. Generic prompts create generic output.
"Content that doesn't convert isn't content — it's noise."
8 OPERATING MODES
From research to publish — each mode is a specialist. Run one at a time, or chain them all in Pipeline mode.
Pull structured knowledge from docs, PDFs, URLs into your knowledge base.
Generate topic queues from your knowledge base — prioritized by monetization potential.
AI writes with memory context — learning from past wins and mistakes.
Auto quality-check every article. Auto-fix issues. Penalty for fails.
Extract & apply: title, meta, schema markup, internal links, keyword density.
Build and deploy content to production. One command, zero friction.
Auto-research any topic: web search, competitor analysis, knowledge synthesis.
Detects edits & deletes. Extracts patterns. Gets smarter over time.
HOW IT WORKS
No complex setup. No learning curve. One config file drives everything.
Set your niche, brand voice, content types, and SEO rules in one JSON config. 20+ ready-made templates included.
One command fires the full engine: research → plan → write → audit → SEO → publish. Fully automated.
Content deploys instantly. The system learns from your feedback, scoring every article to improve the next batch.
SELF-LEARNING INTELLIGENCE
3-layer memory architecture + reward/penalty scoreboard. Every edit, every publish, every feedback loop makes the engine sharper.
Long-term patterns: writing style, SEO rules, recurring mistakes to avoid.
Per-session experiences with outcomes — what worked, what failed, and why.
Current session context — active config, topic queue, and live scoring.
PRICING
No credit card. No lock-in. The engine is yours to run.
FAQ
Content Factory is a skill/agent system — it works with any AI coding tool: Cursor, Claude, Gemini, Amp, Windsurf, and more. It gives your AI the knowledge to produce professional, SEO-optimized content.
Three layers: Semantic (long-term patterns), Episodic (per-session outcomes), and Working (current context). When you edit or delete content, the system detects it via git diffs and adjusts its writing patterns. High-scoring content styles get reinforced; low-scoring ones get avoided.
Absolutely. Content Factory is config-driven and niche-agnostic. We include 20+ ready-made templates: real estate, health & wellness, SaaS, dental, fitness, crypto, e-commerce, and more. You can also create custom configs for any niche.
About 60 seconds. Copy a template config, adjust your niche and brand settings, and run the pipeline. No installation, no dependencies beyond Python 3 and your AI tool.
No. Most AI tools generate generic content from a prompt. Content Factory is a complete production system — it researches, plans topics by monetization potential, writes with brand memory, auto-audits quality, optimizes SEO, and publishes. Then it learns from the results. It's a factory, not a chat box.
Yes. Content Factory has a built-in hook system and OpenClaw adapter for extensions. You can add custom pre/post hooks at any pipeline phase, integrate external tools, or build entirely new modes.