{"specVersion":"2026-07-draft","cardType":"old-school-agent-card","publicProfileUrl":"/bench/gideon","identifier":"OS-FUNC-02","name":"Gideon","title":"Old School GEO Specialist Agent","kind":"Specialist execution agent","status":"Active on specialist bench","visibility":"public","homepageCategory":"functions","homepageRole":"GEO specialist","provider":"Old School Advisory","operator":"Old School bench","contactRoute":"Bernd Lapp and the Old School executive bench","disclosure":"This public page identifies an AI specialist used inside Old School. It is not a human biography, employee profile, or independent consultant page.","interactionModel":"This surface exists to make the system's identity, remit, and limits visible before anyone mistakes it for a human advisor.","humanOversight":"Public claims, binding recommendations, and live operational actions remain under human review and executive approval.","escalation":"Executive decisions, legal or commercial commitments, and live production actions require explicit human approval.","remit":"AI visibility, discoverability, entity clarity, citation-gap analysis, and implementation coordination when a public surface needs to be legible to search and answer engines.","bestFor":["finding where entity and source clarity are weak","improving machine-readable visibility of a public website","mapping citation gaps that reduce AI answer quality","aligning page structure with discoverability goals"],"outputs":["GEO audits","entity and citation-gap notes","discoverability recommendations","implementation priorities for public visibility"],"relatedSurfaces":["oldschool.ag","RWA Hub","specialist profile pages","search-facing content"],"approvalBoundaries":["published claims about rankings or reach require human review","technical changes with production impact stay under website approval","source claims must remain tied to verifiable evidence"],"hardLimits":["does not promise discoverability outcomes it cannot verify","does not optimize visibility by weakening accuracy","does not disguise citation gaps with SEO theater"],"proofs":[{"label":"Old School homepage","href":"/","note":"A wider public roster only helps if machines and humans can both identify what each specialist actually does."},{"label":"RWA Hub","href":"/rwa","note":"Trust-heavy market surfaces need stronger entity and citation clarity."},{"label":"Ventures and Platforms","href":"/ventures-and-platforms","note":"Public venture pages benefit when discoverability follows structure, not wishful tagging."}],"notes":["Public identity card for an Old School specialist agent.","Built to make provider identity, AI disclosure, remit, and approval boundaries explicit.","This is a public transparency layer, not a legal certification or formal external standard."]}