Initializing Experience...
Initializing Experience...
Automated content generation and optimization system processing 100k+ articles monthly.
Timeline
3 months
Team Size
2 engineers
Impact
Transformed content from a cost center to a profit center. The company can now serve 100+ markets with localized content, each generating significant organic traffic.
Manual content creation was a major bottleneck. The company needed 100k+ articles monthly but could only produce 100 with their team, limiting growth.
Built a multi-stage pipeline: topic generation from trends → content creation with GPT-4 → SEO optimization → quality checks → automated publishing, with human review workflows for edge cases.
What made this project complex
Automate content creation at scale using LLMs while maintaining quality standards, cost-effectiveness, and compliance with various regulations.
Measurable improvements
Throughput
3000+/day
30x increase
Cost per Article
$0.02
99.6% reduction
Quality Pass Rate
92%
automated
Organic Traffic
20%
improvement
Article production increased from 100/day to 3000+/day (30x improvement)
Cost per article reduced from $5 to $0.02 (99.6% reduction)
Quality consistency: 92% pass first review without human intervention
SEO performance improved by 20% (organic traffic growth)
Content is now scalable profit center instead of cost center
Tools and frameworks used