{
  "name": "Life Insurance Services",
  "edition_label": "October 2026",
  "edition_updated_at": "2026-10-11",
  "slug": "life-insurance-services",
  "kind": "subcategory",
  "parent_slug": "insurance-services",
  "url": "https://madgicx.com/labs/industries/insurance-services/life-insurance-services",
  "scope": "Category research. Parent-industry AOV benchmark shown as a separate reference.",
  "directory_status": "deferred",
  "page_readiness": "published",
  "directory_notice": null,
  "benchmark": {
    "status": "unavailable_insufficient_cohort",
    "slug": "life-insurance-services",
    "parent_slug": "insurance-services",
    "cohort_scope": "exact_child",
    "median_aov_usd": null,
    "p25_aov_usd": null,
    "p75_aov_usd": null,
    "metric_window": null,
    "scope_label": "The exact category cohort does not support a publishable AOV aggregate.",
    "methodology": "No publishable AOV benchmark is available for this category. Parent and sibling benchmarks are not substituted.",
    "read_at": "2026-10-11T14:09:37.376120+00:00",
    "period_label": "No publishable aggregate",
    "citation": "Madgicx Research & Labs. Life Insurance Services: no publishable AOV benchmark. The exact category cohort does not support a publishable AOV aggregate. Status reviewed 2026-10-11T14:09:37.376120+00:00. https://madgicx.com/labs/industries/insurance-services/life-insurance-services#benchmark",
    "source": {
      "name": "Madgicx Research & Labs",
      "url": "https://madgicx.com/labs/industries/insurance-services/life-insurance-services#benchmark"
    }
  },
  "metric_definitions": [],
  "metric_definitions_scope": "Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied.",
  "brands": null,
  "answers": [
    {
      "group": "In this category",
      "id": "answer-leadservices1-life-insurance-services-1",
      "question": "When does a life insurance lead become an insurer-approved application?",
      "text": "Guardian describes underwriting as the insurer’s assessment that can determine approval and pricing. Keep an inquiry, submitted application and underwriting decision separate in the campaign report; requesting a quote or speaking with an agent does not establish approval.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-leadservices1-life-insurance-services-1",
      "citation": "Madgicx Research & Labs. Life Insurance Services. When does a life insurance lead become an insurer-approved application? Guardian describes underwriting as the insurer’s assessment that can determine approval and pricing. Keep an inquiry, submitted application and underwriting decision separate in the campaign report; requesting a quote or speaking with an agent does not establish approval.  Source: https://www.guardianlife.com/life-insurance/underwriting Answer: https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-leadservices1-life-insurance-services-1",
      "source_url": "https://www.guardianlife.com/life-insurance/underwriting"
    },
    {
      "group": "In this category",
      "id": "answer-leadservices1-life-insurance-services-2",
      "question": "Does a no-medical-exam life insurance offer mean there is no underwriting?",
      "text": "Guardian describes accelerated and simplified processes that can avoid an exam while still using underwriting. State the specific product path in the ad rather than equating no exam with guaranteed approval; count completed applications separately from the insurer’s eventual decision.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-leadservices1-life-insurance-services-2",
      "citation": "Madgicx Research & Labs. Life Insurance Services. Does a no-medical-exam life insurance offer mean there is no underwriting? Guardian describes accelerated and simplified processes that can avoid an exam while still using underwriting. State the specific product path in the ad rather than equating no exam with guaranteed approval; count completed applications separately from the insurer’s eventual decision.  Source: https://www.guardianlife.com/life-insurance/underwriting Answer: https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-leadservices1-life-insurance-services-2",
      "source_url": "https://www.guardianlife.com/life-insurance/underwriting"
    },
    {
      "group": "In this category",
      "id": "answer-leadservices1-life-insurance-services-3",
      "question": "Why should life insurance campaign cohorts allow for an underwriting decision later?",
      "text": "Guardian describes underwriting timing that varies with the process and information needed. Read submitted applications by their cohort and follow them to decision, rather than calling recent undecided cases failures or approvals. The source does not establish a universal campaign conversion window.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-leadservices1-life-insurance-services-3",
      "citation": "Madgicx Research & Labs. Life Insurance Services. Why should life insurance campaign cohorts allow for an underwriting decision later? Guardian describes underwriting timing that varies with the process and information needed. Read submitted applications by their cohort and follow them to decision, rather than calling recent undecided cases failures or approvals. The source does not establish a universal campaign conversion window.  Source: https://www.guardianlife.com/life-insurance/underwriting Answer: https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-leadservices1-life-insurance-services-3",
      "source_url": "https://www.guardianlife.com/life-insurance/underwriting"
    },
    {
      "group": "In this category",
      "id": "answer-leadservices1-life-insurance-services-4",
      "question": "What outcome should follow an agent conversation in life insurance reporting?",
      "text": "Guardian distinguishes an agent’s help with the application from the underwriter’s decision. Measure the completed application and resulting decision after the conversation, while keeping the conversation itself as a service milestone. Do not credit every agent contact as an issued policy.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-leadservices1-life-insurance-services-4",
      "citation": "Madgicx Research & Labs. Life Insurance Services. What outcome should follow an agent conversation in life insurance reporting? Guardian distinguishes an agent’s help with the application from the underwriter’s decision. Measure the completed application and resulting decision after the conversation, while keeping the conversation itself as a service milestone. Do not credit every agent contact as an issued policy.  Source: https://www.guardianlife.com/life-insurance/underwriting Answer: https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-leadservices1-life-insurance-services-4",
      "source_url": "https://www.guardianlife.com/life-insurance/underwriting"
    },
    {
      "group": "Category research",
      "id": "answer-benchmark-status",
      "question": "Which AOV benchmark is shown?",
      "text": "The reference benchmark is for Insurance Services.",
      "context": "Parent industry benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-benchmark-status",
      "citation": "Madgicx Research & Labs. Life Insurance Services. Which AOV benchmark is shown? The reference benchmark is for Insurance Services. Parent industry benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/insurance-services#benchmark Answer: https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-benchmark-status",
      "source_url": "https://madgicx.com/labs/industries/insurance-services#benchmark"
    },
    {
      "group": "Use this research",
      "id": "answer-download-research",
      "question": "Can I download this industry research?",
      "text": "The exports section provides this edition in Markdown and JSON, along with a research index. Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-download-research",
      "citation": "Madgicx Research & Labs. Life Insurance Services. Can I download this industry research? The exports section provides this edition in Markdown and JSON, along with a research index. Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.  Source: https://madgicx.com/labs/industries/insurance-services/life-insurance-services#reuse Answer: https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-download-research",
      "source_url": "https://madgicx.com/labs/industries/insurance-services/life-insurance-services#reuse"
    },
    {
      "group": "Use this research",
      "id": "answer-cite-research",
      "question": "How should I cite a finding from this page?",
      "text": "Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-cite-research",
      "citation": "Madgicx Research & Labs. Life Insurance Services. How should I cite a finding from this page? Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.  Source: https://madgicx.com/labs/industries/insurance-services/life-insurance-services#reuse Answer: https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-cite-research",
      "source_url": "https://madgicx.com/labs/industries/insurance-services/life-insurance-services#reuse"
    }
  ],
  "parent_benchmark_reference": {
    "scope": "parent_industry",
    "parent_slug": "insurance-services",
    "parent_name": "Insurance Services",
    "source_url": "https://madgicx.com/labs/industries/insurance-services#benchmark",
    "benchmark": {
      "status": "verified_aggregate",
      "slug": "insurance-services",
      "parent_slug": null,
      "cohort_scope": "root_and_children",
      "median_aov_usd": 74.84,
      "p25_aov_usd": 28.03,
      "p75_aov_usd": 166.01,
      "metric_window": null,
      "scope_label": "Equal-weight AOV benchmark",
      "methodology": "Median and middle 50% of observed account-level average order values in USD, with each account weighted equally. Use this range as a comparison, not a profitability measure.",
      "read_at": "2026-10-11T14:09:37.376120+00:00",
      "period_label": "Dated snapshot",
      "citation": "Madgicx Research & Labs. Insurance Services account AOV: median $74.84; middle 50% $28.03 to $166.01. Snapshot read 11 October 2026. https://madgicx.com/labs/industries/insurance-services#benchmark",
      "source": {
        "name": "Madgicx Research & Labs",
        "url": "https://madgicx.com/labs/industries/insurance-services#benchmark"
      }
    },
    "citation": "Madgicx Research & Labs. Insurance Services account AOV: median $74.84; middle 50% $28.03 to $166.01. Snapshot read 11 October 2026. https://madgicx.com/labs/industries/insurance-services#benchmark"
  }
}