{
  "schemaVersion": 1,
  "kind": "audience-insights",
  "illustrative": true,
  "generatedAt": "2026-10-04T09:05:00Z",
  "decisionBrief": {
    "decision": "Answer size and fit first; verify care instructions before addressing the cleaning concern.",
    "basis": "Two of four usable comments ask about size or fit, one raises cleaning, and one praises a color.",
    "limitations": "Four comments are a small, incomplete sample. Counts describe comments, not customers or purchase intent.",
    "actions": [
      {
        "priority": "Answer first",
        "title": "Publish a precise fit answer",
        "evidenceIds": [
          "C01",
          "C02"
        ],
        "reason": "Both size questions can be addressed with verified measurements and a clear demonstration.",
        "draft": "The base measures [verified base width]. Compare it with your holder’s opening and depth; fit varies. Here is [verified dimensions guide].",
        "steps": [
          "Confirm dimensions and the guide link.",
          "Add the answer to the product FAQ.",
          "Create a ruler demonstration opening with: “Will it fit? Start with these measurements.”"
        ],
        "measure": "In a later authorized comment sample, record which fit questions remain; a smaller count alone does not prove the FAQ caused improvement.",
        "confirm": [
          "Base width and height",
          "Dimensions guide URL",
          "Limits of any compatibility claim"
        ]
      },
      {
        "priority": "Verify, then answer",
        "title": "Address the cleaning concern with facts",
        "evidenceIds": [
          "C03"
        ],
        "reason": "One sampled comment expresses uncertainty about lid care; it does not establish a product defect.",
        "draft": "For this lid, follow [approved cleaning steps]. See [verified care guide] for material-specific instructions.",
        "steps": [
          "Get approved care instructions.",
          "Draft a support reply or care FAQ for human review.",
          "Show the approved steps in a short demonstration."
        ],
        "measure": "Ask what part remains unclear and record the response manually; do not post or collect replies automatically.",
        "confirm": [
          "Cleaning steps",
          "Material restrictions",
          "Care guide URL"
        ]
      }
    ]
  },
  "question": "What product questions could our fictional reusable-bottle brand answer?",
  "budgetCredits": 24,
  "estimatedMaxCredits": 8,
  "reportedCreditsTotal": 0,
  "unreportedChargeCount": 0,
  "posts": [
    {
      "inputUrl": "https://example.invalid/instagram/sample-post",
      "aliases": [],
      "platform": "instagram",
      "tool": "instagram_comments",
      "postId": "fictional-post",
      "attempted": true,
      "status": "available",
      "fetchedAt": "2026-10-04T09:00:00Z",
      "cached": false,
      "creditsCharged": 0,
      "returnedCount": 6,
      "retainedCount": 6,
      "truncatedCount": 0,
      "duplicateCount": 1,
      "unusableCount": 1,
      "analyzedCount": 4,
      "hasMore": true,
      "note": "Fictional sample: one repeated comment ID and one blank text row excluded; other pages not read.",
      "comments": [
        {
          "evidenceId": "C01",
          "commentId": "fictional-1",
          "text": "Will the large bottle fit in a car cup holder?",
          "publishedAt": "2026-10-03T10:00:00Z",
          "likes": 3,
          "replyCount": 0
        },
        {
          "evidenceId": "C02",
          "commentId": "fictional-2",
          "text": "Can you show the base width next to a ruler?",
          "publishedAt": "2026-10-03T11:00:00Z",
          "likes": 1,
          "replyCount": 0
        },
        {
          "evidenceId": "C03",
          "commentId": "fictional-3",
          "text": "I worry that the lid will be hard to clean.",
          "publishedAt": "2026-10-03T12:00:00Z",
          "likes": 2,
          "replyCount": 0
        },
        {
          "evidenceId": "C04",
          "commentId": "fictional-4",
          "text": "The blue color looks great.",
          "publishedAt": "2026-10-03T13:00:00Z",
          "likes": 0,
          "replyCount": 0
        }
      ]
    }
  ],
  "themes": [
    {
      "label": "Size and fit questions",
      "evidenceIds": [
        "C01",
        "C02"
      ],
      "count": 2,
      "interpretation": "Two sampled comments ask for size or fit information.",
      "suggestedAction": "Publish verified dimensions and a fit demonstration; do not guarantee universal cup-holder compatibility."
    },
    {
      "label": "Cleaning concern",
      "evidenceIds": [
        "C03"
      ],
      "count": 1,
      "interpretation": "One comment expresses uncertainty about cleaning the lid.",
      "suggestedAction": "Confirm care instructions, then test a cleaning FAQ."
    },
    {
      "label": "Color praise",
      "evidenceIds": [
        "C04"
      ],
      "count": 1,
      "interpretation": "One comment praises a color. This does not prove buying intent.",
      "suggestedAction": "Treat as a small qualitative signal, not a demand forecast."
    }
  ]
}