{
  "url": "https://agentability.io/index/mixpanel.html",
  "tier": "Lagging",
  "score": 23,
  "product": "Mixpanel",
  "findings": [
    {
      "score": 0,
      "finding": "Expose an activity/audit log or a 'why this result' affordance that records system actions in machine-readable form (a visible activity feed plus a JSON event log).",
      "check_id": "T1",
      "severity": "high",
      "principle": "transparency"
    },
    {
      "score": 0,
      "finding": "Surface confidence/certainty on key outputs (a confidence field in API responses, or a 'verified vs best-guess' label in the UI).",
      "check_id": "T2",
      "severity": "high",
      "principle": "transparency"
    },
    {
      "score": 0,
      "finding": "Offer a one-line summary plus an expandable drill-down for important results.",
      "check_id": "T3",
      "severity": "high",
      "principle": "transparency"
    },
    {
      "score": 0,
      "finding": "Attach source references or input citations (link or id) to generated outputs.",
      "check_id": "T4",
      "severity": "high",
      "principle": "transparency"
    },
    {
      "score": 0,
      "finding": "Gate destructive actions behind an explicit, distinctly-labelled confirmation step — not a same-styled button.",
      "check_id": "C1",
      "severity": "high",
      "principle": "control"
    },
    {
      "score": 0,
      "finding": "Provide a labelled pause/cancel/stop control for long-running actions; give it an accessible name like 'Cancel import', not a bare icon.",
      "check_id": "C2",
      "severity": "high",
      "principle": "control"
    }
  ],
  "audited_at": "2026-06-12",
  "page_scores": {
    "docs": 42.2,
    "pricing": 37.3,
    "homepage": 23.2
  },
  "principle_scores": {
    "status": 0,
    "control": 0.198,
    "chunking": 0.47,
    "defaults": 0.5,
    "handoffs": 0,
    "shadow_ui": 0.15,
    "transparency": 0,
    "machine_readability": 0.535
  }
}