{
  "_meta": {
    "name": "State of AI Prompting 2026 — Dataset",
    "description": "Aggregate quality scores for real AI prompts submitted to SurePrompts in 2026, scored 0–100 across 8 dimensions. Includes score distribution, per-dimension fill rates, monthly trend, and raw-vs-engineered quality lift.",
    "creator": "SurePrompts",
    "url": "https://sureprompts.com/blog/state-of-ai-prompting-2026",
    "license": "https://creativecommons.org/licenses/by/4.0/",
    "methodology": "Each prompt was scored 0–100 across 8 weighted dimensions (Length & Detail 20, Role/Persona 15, Specificity 15, Structure 15, Output Format 10, Constraints 10, Context 10, Examples 5) by the same deterministic engine that powers the free SurePrompts Prompt Quality Score tool. Aggregate-only: no raw prompt text is stored or published.",
    "sampleSize": 971,
    "temporalCoverage": "2026-03-25/2026-06-02",
    "variableMeasured": [
      "Overall prompt quality score (0–100)",
      "Length & Detail (0–20)",
      "Role/Persona (0–15)",
      "Specificity (0–15)",
      "Structure (0–15)",
      "Output Format (0–10)",
      "Constraints (0–10)",
      "Context (0–10)",
      "Examples (0–5)"
    ]
  },
  "rawPrompts": {
    "count": 971,
    "averageScore": 20.53,
    "medianScore": 16,
    "p25": 2,
    "p75": 35,
    "shareBelow50": 0.896,
    "distribution": {
      "0-19": 532,
      "20-39": 265,
      "40-59": 119,
      "60-79": 49,
      "80-100": 6
    },
    "histogram": [
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      0,
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      0
    ]
  },
  "engineeredPrompts": {
    "count": 971,
    "averageScore": 77.15,
    "medianScore": 85,
    "distribution": {
      "0-19": 79,
      "20-39": 8,
      "40-59": 32,
      "60-79": 169,
      "80-100": 683
    },
    "histogram": [
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  },
  "qualityLift": {
    "averagePoints": 56.62,
    "relativePercent": 275.8
  },
  "dimensions": [
    {
      "name": "Examples",
      "fillRate": 0.0257,
      "missingShare": 0.9743
    },
    {
      "name": "Structure",
      "fillRate": 0.0443,
      "missingShare": 0.8867
    },
    {
      "name": "Constraints",
      "fillRate": 0.0793,
      "missingShare": 0.9207
    },
    {
      "name": "Context",
      "fillRate": 0.0814,
      "missingShare": 0.9186
    },
    {
      "name": "Role/Persona",
      "fillRate": 0.0958,
      "missingShare": 0.9042
    },
    {
      "name": "Output Format",
      "fillRate": 0.1792,
      "missingShare": 0.8208
    },
    {
      "name": "Length & Detail",
      "fillRate": 0.3723,
      "missingShare": 0.4696
    },
    {
      "name": "Specificity",
      "fillRate": 0.4969,
      "missingShare": 0.1648
    }
  ],
  "rawPromptLength": {
    "averageWords": 44.5,
    "distribution": {
      "0-9": 261,
      "10-25": 275,
      "26-50": 193,
      "51-100": 124,
      "101+": 118
    }
  },
  "monthlyTrend": [
    {
      "month": "2026-03",
      "count": 82,
      "avgInputScore": 14.390243902439025
    },
    {
      "month": "2026-04",
      "count": 472,
      "avgInputScore": 20.23093220338983
    },
    {
      "month": "2026-05",
      "count": 384,
      "avgInputScore": 21.7734375
    },
    {
      "month": "2026-06",
      "count": 33,
      "avgInputScore": 25.545454545454547
    }
  ]
}