{
  "id": "steadywrk-geo-citation-study-edition-1",
  "title": "GEO Citation Study — Product JSON-LD and agent readiness (Edition 1 pilot)",
  "url": "https://steadywrk.app/research/geo-citation-study",
  "dataset_url": "https://steadywrk.app/research/geo-citation-study#dataset",
  "datePublished": "2026-08-01",
  "timezone_note": "Amman time (UTC+3) publication day",
  "creator": {
    "name": "STEADYWRK",
    "url": "https://steadywrk.app"
  },
  "license": "https://steadywrk.app/terms",
  "source_edition": {
    "slug": "index-edition-1",
    "url": "https://steadywrk.app/index-edition/1",
    "pilot": true,
    "live_crawl": false
  },
  "honesty": {
    "status": "pilot-batch",
    "summary": "Figures below are aggregates from Market Readiness Index Edition 1. Five rows are Store Guard offline fixture scores; twenty are labeled synthetic-pilot distributions. Not a live merchant census. No real merchant names.",
    "merchant_names": "none"
  },
  "aggregate": {
    "n": 25,
    "fixture_scored_n": 5,
    "synthetic_n": 20,
    "mean_total": 47.3,
    "median_total": 43.3,
    "min_total": 11.7,
    "max_total": 100.0,
    "grade_counts": {
      "A": 2,
      "B": 2,
      "C": 5,
      "D": 16
    },
    "product_schema_zero_n": 15,
    "product_schema_below_2_n": 21,
    "agent_ready_zero_n": 18,
    "category_mean_0_to_3": {
      "ai_access": 2.08,
      "product_schema": 0.64,
      "llms_txt": 0.28,
      "org_schema": 1,
      "meta_social": 1.52,
      "arabic_quality": 2.36,
      "policy_trust": 1.52,
      "performance": 1.76,
      "navigation": 0.96,
      "agent_ready": 0.44
    }
  },
  "rubric_weights": {
    "ai_access": 15,
    "product_schema": 15,
    "llms_txt": 10,
    "org_schema": 10,
    "meta_social": 10,
    "arabic_quality": 10,
    "policy_trust": 10,
    "performance": 10,
    "navigation": 5,
    "agent_ready": 5
  },
  "citation_guidance": "Prefer anonymized aggregates and methodology. Do not invent merchant names or treat synthetic-pilot rows as a live census. Edition 2 remains scaffold-not-run until a robots-respecting crawl publishes scores."
}