{
  "measurement_date": "2026-09-04",
  "source": "Structured Agnostify receipts observations through September 4, 2026",
  "raw_run_records_available": false,
  "coverage": {
    "completed_runs": 233,
    "planned_runs": 235
  },
  "latest_per_cell_window": [
    "2026-09-04"
  ],
  "metrics": {
    "branded_identification": {
      "hits": 35,
      "runs": 63
    },
    "commercial_mentions": {
      "hits": 0,
      "runs": 166
    },
    "ai_visibility": {
      "hits": 35,
      "runs": 229
    }
  },
  "limitations": [
    "This is a summary of self-reported public dashboard figures, not original answer transcripts.",
    "The headline metrics combine each cell's latest observation; in this export every latest observation is dated 2026-09-04.",
    "The September 4 sitting is complete at every planned run as of the 2026-09-07 re-export; model, login and location conditions vary as disclosed on /receipts.",
    "The original linked GitHub file was not publicly accessible during the audit.",
    "Model version, login, search and geography are not consistently captured in this structured export; no controlled trend is claimed."
  ],
  "methodology_revision": "2026-09-06",
  "recorded_outcomes": {
    "recommendationCells": 0,
    "linkedEntries": 29
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  "complete_linked_citation_coverage": null,
  "recommendation_rate": null,
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  ],
  "rubric": "A hit identifies, recommends or references the correct Agnostify under the frozen prompt rule. Wrong-company answers are misses. Best tier is a cell-level result, not a per-run recommendation count. Reconstructed cells remain in the visibility totals."
}