{
  "publisher": "EarShots",
  "snapshot_date": "2026-11-04",
  "workspace_cohort": "Four accessible nonfixture tracked-product workspaces; names withheld",
  "prompt_records": {
    "retrieved": 303,
    "limit_per_workspace": 100,
    "limit_reached_in_workspaces": 1,
    "listening_origin": 200,
    "seeds": 75,
    "manual": 28,
    "measure": "Stored source labels, not demand or validated prompt quality"
  },
  "listening_records": {
    "query_days": 30,
    "total_workspace_records": 583,
    "friction": 98,
    "questions": 16,
    "praise": 195,
    "buying_signals": 5,
    "muted_or_excluded": 269,
    "cross_workspace_deduplicated": false,
    "labels_manually_validated": false
  },
  "qualitative_review": {
    "full_records_reviewed": 10,
    "observations_selected": 6,
    "source_kind": "Public GitHub issues/pull requests",
    "selected_source_dates": ["2026-09-26", "2026-11-02"],
    "selection": "Purposive selection from report and Context Buzz examples, not random",
    "limits": [
      "Company types are applications, not separate industry cohorts",
      "No claim of customer status or autonomous agent authorship",
      "No measured adoption, conversion or ROI results",
      "Identifiers, source URLs and exact quotations withheld"
    ]
  }
}