{
  "generated_at": "2026-07-11T16:38:23Z",
  "publisher": "Real Estate Agent AI Index Research Desk",
  "status_name": "Evidence Refresh Status",
  "summary": {
    "layer_count": 10,
    "deploy_hold_count": 0,
    "due_now_count": 3,
    "due_soon_count": 1,
    "stale_count": 4,
    "blocked_count": 0,
    "public_gate_ok": true,
    "deploy_package_ok": true,
    "public_rank_movement_gate": "clear_after_layer_validation_and_recompute"
  },
  "public_rule": "Rankings do not move directly from raw source changes. Evidence refreshes privately, validators run, scores recompute, and public pages rebuild only from validated public-safe rows.",
  "layers": [
    {
      "evidence_layer": "sales_volume_candidate_gate",
      "label": "Sales Volume Candidate Gate",
      "freshness_state": "fresh",
      "public_status": "current",
      "refresh_cadence": "monthly_or_quarterly_as_source_updates",
      "last_validation_at": "2026-07-05T05:54:41Z",
      "next_refresh_due_at": "2026-10-03T05:54:41Z",
      "public_staleness_deadline_at": "2026-11-02T05:54:41Z",
      "rank_movement_allowed": "no",
      "rank_movement_requirement": "Candidate eligibility only; no rank movement from this layer alone.",
      "consumer_explanation": "Candidate eligibility stays tied to current public production proof."
    },
    {
      "evidence_layer": "review_aggregate_proof",
      "label": "Public Review Aggregate Proof",
      "freshness_state": "due_now",
      "public_status": "current_refresh_due",
      "refresh_cadence": "weekly",
      "last_validation_at": "2026-07-01T14:01:58Z",
      "next_refresh_due_at": "2026-07-08T14:01:58Z",
      "public_staleness_deadline_at": "2026-07-31T14:01:58Z",
      "rank_movement_allowed": "eligible_after_recompute",
      "rank_movement_requirement": "Requires accepted review proof, source-rights validation, and full score recompute.",
      "consumer_explanation": "Review counts and ratings refresh as aggregate public proof, without copying review text."
    },
    {
      "evidence_layer": "website_authority_and_geo",
      "label": "Website and GEO Authority",
      "freshness_state": "due_soon",
      "public_status": "current_but_refresh_due_soon",
      "refresh_cadence": "monthly",
      "last_validation_at": "2026-07-01T13:58:59Z",
      "next_refresh_due_at": "2026-07-31T13:58:59Z",
      "public_staleness_deadline_at": "2026-08-15T13:58:59Z",
      "rank_movement_allowed": "eligible_after_recompute",
      "rank_movement_requirement": "Requires accepted official target, authority audit pass, and full score recompute.",
      "consumer_explanation": "Owned-site clarity, crawlability, schema, market depth, and proof quality are checked on a defined cadence."
    },
    {
      "evidence_layer": "direct_ai_visibility_battery",
      "label": "Direct AI Visibility Audit",
      "freshness_state": "due_now",
      "public_status": "current_refresh_due",
      "refresh_cadence": "weekly_or_biweekly",
      "last_validation_at": "2026-07-04T23:40:13Z",
      "next_refresh_due_at": "2026-07-18T23:40:13Z",
      "public_staleness_deadline_at": "2026-07-25T23:40:13Z",
      "rank_movement_allowed": "eligible_after_recompute",
      "rank_movement_requirement": "Requires cited model evidence import, identity match, validation, and score recompute.",
      "consumer_explanation": "AI-assisted search visibility is retested from source-backed prompts before score movement."
    },
    {
      "evidence_layer": "source_rights_review_gate",
      "label": "Source Rights Review Gate",
      "freshness_state": "stale",
      "public_status": "stale_refresh_required",
      "refresh_cadence": "daily_after_validated_private_changes",
      "last_validation_at": "2026-07-05T06:25:34Z",
      "next_refresh_due_at": "2026-07-06T06:25:34Z",
      "public_staleness_deadline_at": "2026-07-19T06:25:34Z",
      "rank_movement_allowed": "eligible_after_recompute",
      "rank_movement_requirement": "Validated evidence, score recompute, and editorial approval required.",
      "consumer_explanation": "Validated public evidence layer."
    },
    {
      "evidence_layer": "public_directory_build",
      "label": "Public Directory Build",
      "freshness_state": "stale",
      "public_status": "stale_refresh_required",
      "refresh_cadence": "daily_after_validated_private_changes",
      "last_validation_at": "2026-07-11T16:38:23Z",
      "next_refresh_due_at": "2026-07-12T16:38:23Z",
      "public_staleness_deadline_at": "2026-07-25T16:38:23Z",
      "rank_movement_allowed": "eligible_after_recompute",
      "rank_movement_requirement": "Requires validated public-safe data, recompute, leak scan, and editorial approval.",
      "consumer_explanation": "Consumer pages rebuild from validated public-safe rows."
    },
    {
      "evidence_layer": "schema_sitemap_llms_package",
      "label": "Schema, Sitemap, and LLM Citation Package",
      "freshness_state": "stale",
      "public_status": "stale_refresh_required",
      "refresh_cadence": "every_deploy_plus_weekly_check",
      "last_validation_at": "2026-07-11T16:38:23Z",
      "next_refresh_due_at": "2026-07-18T16:38:23Z",
      "public_staleness_deadline_at": "2026-07-25T16:38:23Z",
      "rank_movement_allowed": "no",
      "rank_movement_requirement": "No direct rank movement; technical files mirror validated public content.",
      "consumer_explanation": "Machine-readable files stay aligned with the current public dataset."
    },
    {
      "evidence_layer": "search_llm_citation_traction",
      "label": "Search Llm Citation Traction",
      "freshness_state": "stale",
      "public_status": "stale_refresh_required",
      "refresh_cadence": "weekly",
      "last_validation_at": "2026-07-05T05:54:41Z",
      "next_refresh_due_at": "2026-07-12T05:54:41Z",
      "public_staleness_deadline_at": "2026-07-19T05:54:41Z",
      "rank_movement_allowed": "eligible_after_recompute",
      "rank_movement_requirement": "Validated evidence, score recompute, and editorial approval required.",
      "consumer_explanation": "Validated public evidence layer."
    },
    {
      "evidence_layer": "lead_and_referral_intake",
      "label": "Consumer Lead Intake",
      "freshness_state": "real_time_append_ready",
      "public_status": "append_ready_no_ranking_effect",
      "refresh_cadence": "real_time_append_only",
      "last_validation_at": "2026-07-05T05:50:55Z",
      "next_refresh_due_at": "2026-07-05T05:50:55Z",
      "public_staleness_deadline_at": "2026-07-05T05:50:55Z",
      "rank_movement_allowed": "no",
      "rank_movement_requirement": "No rank movement; intake cannot affect scoring or inclusion.",
      "consumer_explanation": "Consumer requests are append-only and separated from scoring."
    },
    {
      "evidence_layer": "market_expansion_seed_queue",
      "label": "Market Expansion Seed Queue",
      "freshness_state": "due_now",
      "public_status": "current_refresh_due",
      "refresh_cadence": "weekly_until_market_is_seed_ready",
      "last_validation_at": "2026-07-05T05:54:41Z",
      "next_refresh_due_at": "2026-07-12T05:54:41Z",
      "public_staleness_deadline_at": "2026-09-03T05:54:41Z",
      "rank_movement_allowed": "no",
      "rank_movement_requirement": "No rank movement while market is in private seed or proof-capture status.",
      "consumer_explanation": "Planned markets stay unpublished until enough validated candidate depth exists."
    }
  ]
}