Pulse Agents

Overview

GEO analysis agents that diagnose why content isn't cited by AI engines. Built with AI SDK and Workflow.

How it works

Fetches cluster data from Supabase, spins up an isolated sandbox with company snapshots, then uses bash + web search to analyze content gaps.

Cluster Diagnosis

Identifies root causes for low AI visibility — content gaps, authority deficits, citation structure issues — with actionable recommendations.