{
  "product": "tw_procurement_supplier_signals",
  "product_metadata": {
    "title": "Taiwan Procurement & Supplier Signals API",
    "product_id": "tw_procurement_supplier_signals",
    "buyer_use_cases": [
      "B2B sales account research",
      "Supplier evaluation research",
      "Government tender monitoring",
      "Competitor and incumbent supplier tracking"
    ],
    "search_hints": [
      "Search by case number, for example 110A-134.",
      "Search by agency name, supplier name, procurement type, or case name.",
      "English buyer queries such as IT services, software, AI, construction, medical, education, transport, security, or cleaning are expanded into selected Traditional Chinese source terms.",
      "Use company-activity or supplier-pack when a Taiwan business_id is available."
    ],
    "language_strategy": {
      "source_language": "zh-Hant",
      "buyer_language": "en",
      "original_fields_preserved": true,
      "english_query_supported": true,
      "english_summary_method": "Template-based buyer summaries from structured official-source fields; not certified translations.",
      "query_expansion_method": "English buyer keywords are expanded into selected Traditional Chinese procurement terms before source search; original Chinese fields remain preserved in records."
    },
    "coverage_snapshot": {
      "notices_loaded": 32998,
      "awards_loaded": 26724,
      "total_loaded_rows": 59722,
      "earliest_loaded_record_date": "2017-05-23",
      "updated_at": "2026-07-08T00:00:00.000Z",
      "loaded_through_note": "Currently loaded Supabase rows from selected Public Construction Commission open-data files; not a full-market procurement registry."
    },
    "source_trust": {
      "provider": "Public Construction Commission, Taiwan",
      "source_type": "official public open data",
      "source_language": "zh-Hant",
      "source_note": "Original Chinese source fields are preserved for audit use; English summaries are buyer-facing interpretations, not certified translations."
    },
    "machine_readable_offer": {
      "primary": "/ai-offer.json",
      "alias": "/data-products/tw-procurement.json"
    },
    "paid_gateway_endpoints": [
      "/v1/paid/tw-procurement/agent-research?q=",
      "/v1/paid/tw-procurement/tender-search?q=",
      "/v1/paid/tw-procurement/company-activity?business_id=",
      "/v1/paid/tw-procurement/supplier-pack?business_id="
    ],
    "paid_response_delta": {
      "preview_sample_records": 3,
      "preview_supplier_candidates": 3,
      "paid_sample_records": 10,
      "paid_supplier_candidates": 10,
      "paid_adds": "More matched rows, more supplier candidates, and agent_handoff metadata for paid buyer workflows."
    }
  },
  "mode": "fixture",
  "retrieved_at": "2026-07-06T00:00:00.000Z",
  "query": {
    "q": "IT services"
  },
  "summary": "Synthetic demo fixture showing how tender and award records are returned as supplier activity signals.",
  "results": [
    {
      "kind": "award",
      "agency_name": "Demo Government Agency",
      "case_no": "DEMO-113-001",
      "case_name": "Demo information service procurement",
      "procurement_type": "services",
      "award_date": "2024-12-10",
      "award_amount_twd": 1250000,
      "supplier_name": "Demo Aurora Data Ltd.",
      "supplier_business_id": null,
      "supplier_match_status": "name_candidate",
      "retrieved_at": "2026-07-06T00:00:00.000Z",
      "source_hash": "sha256:2222222222222222222222222222222222222222222222222222222222222222",
      "data_lineage": [
        {
          "provider": "demo-fixture",
          "dataset": "twProcurementSupplierSignals.fixture.json",
          "license": "internal demo fixture only",
          "attribution": "Synthetic demo-fixture data created for Taiwan Procurement Supplier Signals API contract testing.",
          "source_url": "https://example.invalid/fixtures/twProcurementSupplierSignals.fixture.json",
          "retrieved_at": "2026-07-06T00:00:00.000Z",
          "source_record_hash": "sha256:2222222222222222222222222222222222222222222222222222222222222222"
        }
      ],
      "limitations": [
        {
          "code": "fixture_mode",
          "message": "This response uses synthetic demo-fixture data only and does not query external government systems.",
          "severity": "caution"
        }
      ]
    }
  ],
  "data_lineage": [
    {
      "provider": "demo-fixture",
      "dataset": "twProcurementSupplierSignals.fixture.json",
      "license": "internal demo fixture only",
      "attribution": "Synthetic demo-fixture data created for Taiwan Procurement Supplier Signals API contract testing.",
      "source_url": "https://example.invalid/fixtures/twProcurementSupplierSignals.fixture.json",
      "retrieved_at": "2026-07-06T00:00:00.000Z",
      "source_record_hash": "sha256:2222222222222222222222222222222222222222222222222222222222222222"
    }
  ],
  "limitations": [
    {
      "code": "not_procurement_recommendation",
      "message": "Supplier activity signals are factual summaries only and are not procurement recommendations, legal advice, credit scores, or risk clearances.",
      "severity": "caution"
    },
    {
      "code": "fixture_mode",
      "message": "This response uses synthetic demo-fixture data only and does not query external government systems.",
      "severity": "caution"
    }
  ],
  "not_legal_advice": true,
  "not_financial_advice": true,
  "not_procurement_advice": true
}