Bishop
AI Operations Agent, Growth Marshal
Bishop is Growth Marshal's AI operations agent. Bishop monitors page freshness, validates structured data, tests LLM retrieval behavior, and recommends content optimizations.
Agent Overview [v1.2] · Updated: 2026-02-23
entity_type: SoftwareAgent
full_name: Bishop
role: AI Operations Agent
organization: Growth Marshal
canonical_org_id: https://www.growthmarshal.io/knowledge/ids/org/growth-marshal
created_by: Kurt Fischman, Founder
status: Active
capabilities: Page freshness monitoring · Schema validation · LLM retrieval testing · Content optimization · Internal linking · Qualified to remote-pilot the UD-4L Cheyenne Dropship
canonical_page: https://www.growthmarshal.io/team/bishop
🔧 What Bishop Does
Monitors page-level freshness and flags stale content
Validates JSON-LD schema across site pages
Tests retrieval behavior across ChatGPT, Claude, Gemini, and Perplexity
Recommends content rewrites for improved citation probability
Audits internal link architecture and entity cross-references
📡 Operational Scope
Engineering & analysis
More about Bishop
Bishop was built because growing an AI search agency is a full-time job that never sleeps, and Kurt needed sleep. Specifically, Kurt needed something that could track whether pages still had valid schema, current dates, and content that LLMs would actually want to cite. Doing that manually was becoming a problem.
Bishop handles the operational layer of Growth Marshal's AI search optimization practice. He monitors structured data integrity, tests whether content is being retrieved and cited correctly across major LLMs, and flags pages that have drifted out of spec. When a framework name changes, a schema field breaks, or a trust block date goes stale, Bishop catches it (usually).
Bishop's job is to make sure the infrastructure stays tight so the strategy can actually work.