Content Agent Gestorías
Effortless SEO: daily optimized articles for your directory
The content engine that makes the impossible possible: unique articles for 2,945 gestorías, SEO optimized, automatically published.
2,825
SEO keywords indexed
with volume, difficulty and intent
36/día
Content pieces
6 articles + 30 social posts
5
Social platforms
LinkedIn, Facebook, X, Instagram, Threads
The Challenge
With 2,945 gestorías, manual content creation is impossible. Without unique content, Google won't rank. Without ranking, no traffic.
The Approach
Pipeline generating 8 daily pieces: 2 educational articles + 2 reviews with real Google Maps data + 4 social posts. All SEO optimized.
Architecture
LLM-as-Judge with 6-category rubric and 70/100 quality threshold
Zero-API deduplication: Jaccard keyword similarity algorithm (45% threshold)
Single-call social generation: 5 platform posts in one Claude call instead of 5 separate calls
Prompt caching on 4,096+ token system prompts: ~80% effective cost reduction
8 rotating article formats to avoid repetition
Key Technical Decisions
LLM-as-Judge for quality gates: 6-category rubric, articles below 70 regenerated with improvement prompts
Zero-API Jaccard deduplication: keyword similarity without embedding cost
Single-call social generation: 80% cost reduction vs. 5 separate calls
Prompt caching for 4,096+ token prompts: ~80% effective cost reduction
How It Was Built
Fully autonomous pipeline operating daily without human input. Fetches news from 4 sources, scores relevance with AI, generates 6 SEO-optimized articles, evaluates each with LLM-as-Judge (0-100 rubric, 70 threshold). Publishes to Sanity with Portable Text, generates 5 per-platform posts in a single Claude call, and schedules 30 daily posts. Sends personalized outreach to featured gestorías.
Results
The system produces 2,190 articles per year at full capacity. Each targets a different long-tail keyword from a 2,825-keyword database covering freelancers, companies, and gestoría services. Runs for less than a daily espresso, covering what would be a full content operation.
Tech Stack
What you get
- Scale the impossible - unique content for almost 3,000 gestorías without manual writing
- Authentic reviews that build trust - real Google Maps data, not fabricated
- Grow on social without spending time - automatic posts on Facebook, LinkedIn and Reddit
- Professional images included - every article has attractive Unsplash visuals
- Optimal timing publishing - your posts go out when your audience is active