All work

Team lead + AI engineer (team of 3-4)

AI Scoring Agent: GEO/SEO AI Visibility Analytics

2025 · GEO/SEO startup

  • n8n
  • AI Agents
  • OpenAI Embeddings
  • Classification
  • Data Analysis
AI Scoring Agent: GEO/SEO AI Visibility Analytics

A GEO/SEO startup’s AI-visibility platform that ranks which websites most influence how a brand appears in AI outputs. I led the team overall: planning, reviewing deliverables, and communicating directly with the client.

Highlights

  • Led the AI Scoring Agent: a multi-step n8n workflow using OpenAI embeddings and classification to categorize source types (Editorial, Competitor, UGC).
  • Built the pipeline that turns raw LLM outputs into meaningful visibility metrics: Share of Voice, visibility ranking, brand mentions, average rank, and sentiment-related metrics.

Dashboard screenshots have client identifiers redacted.