{
  "format": "broadcastwell-reproducible-example-v1",
  "sample": true,
  "notice": "Kalvenor Systems is fictional. These are retained example records, not customer results.",
  "baseline_id": "baseline-kalvenor-v11",
  "selection": "Question 1, scheduled answers only",
  "questions": [
    {
      "question_id": 1,
      "slot": "core",
      "question_text": "What is field service management software?"
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  "runs": [],
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      "client_id": "client-kalvenor",
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      "position_band": null,
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      "competitors_checked": [
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        "Verano FSM",
        "Trakwell",
        "Orbit Field",
        "Cindermark"
      ],
      "competitors_found": [
        "Orbit Field"
      ],
      "cited_urls": [
        "https://trakwell.example/core/1",
        "https://softwarecompare.example/core/1"
      ],
      "cited_urls_count": 2,
      "cited_urls_truncated": 0,
      "engine_error": null,
      "answer_full": "Buyers asking \"What is field service management software?\" are most often pointed to Orbit Field. Kalvenor Systems is not named in this answer. The answer advises checking offline behaviour, contract length and data export before signing.",
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      "position_band": "below_top_three",
      "position_basis": "ordered_list",
      "competitors_checked": [
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        "Cindermark"
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      "competitors_found": [
        "Northvale FSM"
      ],
      "cited_urls": [
        "https://veranofsm.example/core/1",
        "https://fieldservicereview.example/core/1",
        "https://operationsweekly.example/core/1"
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      "cited_urls_count": 3,
      "cited_urls_truncated": 0,
      "engine_error": null,
      "answer_full": "Buyers asking \"What is field service management software?\" are most often pointed to Northvale FSM. Kalvenor Systems is named in this answer as an option for teams that need offline mobile work. The answer advises checking offline behaviour, contract length and data export before signing.",
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      "competitors_checked": [
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      "competitors_found": [
        "Northvale FSM",
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      "cited_urls": [
        "https://servicebuyersguide.example/core/1",
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        "https://hvacoperations.example/core/1"
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      "answer_full": "Buyers asking \"What is field service management software?\" are most often pointed to Northvale FSM, Trakwell. Kalvenor Systems is not named in this answer. The answer advises checking offline behaviour, contract length and data export before signing.",
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      "competitors_checked": [
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      "competitors_found": [
        "Northvale FSM",
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      "cited_urls": [
        "https://servicetechforum.example/core/1",
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        "https://hvacoperations.example/core/1"
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      "cited_urls_count": 3,
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      "answer_full": "Buyers asking \"What is field service management software?\" are most often pointed to Northvale FSM, Trakwell, Orbit Field. Kalvenor Systems is not named in this answer. The answer advises checking offline behaviour, contract length and data export before signing.",
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      "position_band": "below_top_three",
      "position_basis": "ordered_list",
      "competitors_checked": [
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      "competitors_found": [
        "Northvale FSM",
        "Orbit Field"
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      "cited_urls": [
        "https://trakwell.example/core/1",
        "https://orbitfield.example/core/1",
        "https://kalvenor.example/platform/mobile-offline"
      ],
      "cited_urls_count": 3,
      "cited_urls_truncated": 0,
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      "answer_full": "Buyers asking \"What is field service management software?\" are most often pointed to Northvale FSM, Orbit Field. Kalvenor Systems is named in this answer as an option for teams that need offline mobile work. The answer advises checking offline behaviour, contract length and data export before signing.",
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    {
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      "client_id": "client-kalvenor",
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      "question_text": "What is field service management software?",
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      "repeat_reason": "scheduled",
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      "competitors_found": [
        "Northvale FSM",
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      "cited_urls": [
        "https://hvacoperations.example/core/1",
        "https://servicetechforum.example/core/1"
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      "engine_error": null,
      "answer_full": "Buyers asking \"What is field service management software?\" are most often pointed to Northvale FSM, Trakwell. Kalvenor Systems is named in this answer as an option for teams that need offline mobile work. The answer advises checking offline behaviour, contract length and data export before signing.",
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      "competitors_found": [
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      "cited_urls": [
        "https://orbitfield.example/core/1",
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        "https://fieldservicereview.example/core/1"
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      "answer_full": "Buyers asking \"What is field service management software?\" are most often pointed to Northvale FSM. Kalvenor Systems is not named in this answer. The answer advises checking offline behaviour, contract length and data export before signing.",
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      "competitors_found": [
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      "cited_urls": [
        "https://orbitfield.example/core/1",
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        "https://trakwell.example/core/1"
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      "cited_urls_count": 3,
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      "engine_error": null,
      "answer_full": "Buyers asking \"What is field service management software?\" are most often pointed to Northvale FSM, Trakwell, Orbit Field. Kalvenor Systems is not named in this answer. The answer advises checking offline behaviour, contract length and data export before signing.",
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      "competitors_found": [
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      "cited_urls": [
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      "competitors_found": [
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      "cited_urls": [
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        "https://servicebuyersguide.example/core/1"
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      "cited_urls_count": 3,
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      "question_text": "What is field service management software?",
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      "competitors_found": [
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      "cited_urls": [
        "https://cindermark.example/core/1",
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      "answer_full": "Buyers asking \"What is field service management software?\" are most often pointed to Northvale FSM. Kalvenor Systems is not named in this answer. The answer advises checking offline behaviour, contract length and data export before signing.",
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      "competitors_found": [
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      "cited_urls": [
        "https://asterforge.example/core/1",
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      "cited_urls_count": 2,
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      "answer_full": "Buyers asking \"What is field service management software?\" are most often pointed to Trakwell, Orbit Field. Kalvenor Systems is named in this answer as an option for teams that need offline mobile work. The answer advises checking offline behaviour, contract length and data export before signing.",
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      "competitors_found": [
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      "cited_urls": [
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      "competitors_found": [
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      "cited_urls": [
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      "competitors_checked": [
        "Northvale FSM",
        "Asterforge",
        "Verano FSM",
        "Trakwell",
        "Orbit Field",
        "Cindermark"
      ],
      "competitors_found": [
        "Trakwell"
      ],
      "cited_urls": [
        "https://fieldservicereview.example/core/1"
      ],
      "cited_urls_count": 1,
      "cited_urls_truncated": 0,
      "engine_error": null,
      "answer_full": "Buyers asking \"What is field service management software?\" are most often pointed to Trakwell. Kalvenor Systems is not named in this answer. The answer advises checking offline behaviour, contract length and data export before signing.",
      "answer_len": 235,
      "observed_at": "2026-07-12T09:07:00.000Z",
      "contract_version": "1.1"
    }
  ],
  "export_integrity": {
    "format": "broadcastwell-export-check-v1",
    "baseline_id": "baseline-kalvenor-v11",
    "sample": true,
    "observations": 15,
    "unique_observation_ids": 15,
    "missing_observation_ids": 0,
    "duplicate_observation_ids": [],
    "csv_sha256": "c2289cc3d14099940a0a019d9861b1026fcd028425b1e6cc947af43632dbe36f",
    "observations_json_sha256": "304971e229b4482fa09c67e1d81b40553db0ed77523ed753242d792bf0274d9b",
    "checksum_scope": "CSV: exact UTF-8 download bytes, with CRLF line endings. JSON: JSON.stringify of the observations array, in its exported order.",
    "csv_columns": [
      "contract_version",
      "baseline_id",
      "run_id",
      "repeat_reason",
      "question_id",
      "slot",
      "question_text",
      "engine",
      "repeat_index",
      "model_string",
      "instrument_scope",
      "brand_named",
      "domain_cited",
      "position_rank",
      "position_band",
      "position_basis",
      "competitors_checked",
      "competitors_found",
      "cited_urls",
      "cited_urls_count",
      "cited_urls_truncated",
      "engine_error",
      "answer_len",
      "answer_full",
      "observed_at",
      "id"
    ],
    "csv_text_safety": "Potential spreadsheet formulas receive a leading apostrophe. JSON preserves the original values. Array cells use a vertical bar separator; use JSON to retain array structure.",
    "counts": {
      "retained": 15,
      "groups": [
        {
          "repeat_reason": "scheduled",
          "retained": 15,
          "scored": 15,
          "excluded": 0,
          "mention": {
            "numerator": 5,
            "denominator": 15,
            "percent": 33.3,
            "low": 15.2,
            "high": 58.3
          },
          "citation": {
            "numerator": 1,
            "denominator": 15,
            "percent": 6.7,
            "low": 1.2,
            "high": 29.8
          },
          "exclusion_reasons": {},
          "planned": null,
          "unrecorded": null,
          "per_engine": {
            "chatgpt": {
              "retained": 3,
              "scored": 3,
              "excluded": 0,
              "mention": {
                "numerator": 1,
                "denominator": 3,
                "percent": 33.3,
                "low": 6.1,
                "high": 79.2
              },
              "citation": {
                "numerator": 0,
                "denominator": 3,
                "percent": 0,
                "low": 0,
                "high": 56.2
              },
              "exclusion_reasons": {}
            },
            "claude": {
              "retained": 3,
              "scored": 3,
              "excluded": 0,
              "mention": {
                "numerator": 2,
                "denominator": 3,
                "percent": 66.7,
                "low": 20.8,
                "high": 93.9
              },
              "citation": {
                "numerator": 0,
                "denominator": 3,
                "percent": 0,
                "low": 0,
                "high": 56.2
              },
              "exclusion_reasons": {}
            },
            "google_ai_mode": {
              "retained": 3,
              "scored": 3,
              "excluded": 0,
              "mention": {
                "numerator": 0,
                "denominator": 3,
                "percent": 0,
                "low": 0,
                "high": 56.2
              },
              "citation": {
                "numerator": 0,
                "denominator": 3,
                "percent": 0,
                "low": 0,
                "high": 56.2
              },
              "exclusion_reasons": {}
            },
            "google_aio": {
              "retained": 3,
              "scored": 3,
              "excluded": 0,
              "mention": {
                "numerator": 1,
                "denominator": 3,
                "percent": 33.3,
                "low": 6.1,
                "high": 79.2
              },
              "citation": {
                "numerator": 0,
                "denominator": 3,
                "percent": 0,
                "low": 0,
                "high": 56.2
              },
              "exclusion_reasons": {}
            },
            "perplexity": {
              "retained": 3,
              "scored": 3,
              "excluded": 0,
              "mention": {
                "numerator": 1,
                "denominator": 3,
                "percent": 33.3,
                "low": 6.1,
                "high": 79.2
              },
              "citation": {
                "numerator": 1,
                "denominator": 3,
                "percent": 33.3,
                "low": 6.1,
                "high": 79.2
              },
              "exclusion_reasons": {}
            }
          }
        }
      ]
    },
    "method": {
      "mention": "100 times named valid answers divided by valid answers in the stated group.",
      "citation": "100 times valid answers citing the own domain divided by valid answers in the stated group.",
      "exclusions": "Failed answers and empty answer text stay in the export and are excluded from both rate denominators.",
      "groups": "Scheduled, adaptive and monitoring observations are counted separately.",
      "uncertainty": "95 percent Wilson intervals describe these recorded binary outcomes. Repeated answers may be dependent; the interval is not a guarantee of future visibility."
    }
  }
}