{
  "id": "00000000-0000-4000-8000-000000000011",
  "slug": "agent-subscription-roi-check",
  "url": "/ai-agent-revenue/agent-subscription-roi-check/",
  "headline": "When an AI agent subscription pays for itself in operator work",
  "section": "ai-agent-revenue",
  "sectionLabel": "AI Agent Revenue",
  "contentType": "roi-analysis",
  "contentTypeLabel": "ROI Analysis",
  "truthLabel": "analysis",
  "updatedAt": "2026-07-02T08:30:00Z",
  "sourceCount": 0,
  "confidence": "medium",
  "disclosure": "testing: desk researched",
  "summary": "A checklist for judging whether a recurring AI agent tool cost is justified by repeatable operator savings.",
  "whoShouldCare": [
    "operators",
    "founders",
    "small teams"
  ],
  "commercialUse": "Supports tool-buying decisions by comparing subscription cost with repeatable labour savings.",
  "risks": [
    "under-counted review time",
    "tool switching cost"
  ],
  "sourceBasis": "Desk framework fixture for validating homepage revenue ordering.",
  "machineNotes": [
    "Higher homepagePriority than the service-margin fixture, so it should appear first in the revenue rail."
  ],
  "related": [
    {
      "slug": "operator-margin-ai-agents",
      "headline": "Can an AI agent actually make money? Start with the operator margin",
      "url": "/ai-agent-revenue/operator-margin-ai-agents/"
    }
  ]
}