{
  "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. No publishable AOV benchmark is available.",
  "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": "Median and middle 50% of account-level average order values. Each account value is purchase ROAS multiplied by cost per purchase in USD. Successful classifications, including manual corrections, with positive finite spend, purchases, ROAS and cost per purchase. Accounts are counted once with equal weight. Quartiles use linear interpolation. Root cohorts include direct root classifications and their child categories; exact-child cohorts exclude parent and sibling categories. The source selects the highest-spend coverage row per account among snapshots dated within the preceding 30 days; the underlying reporting period is not supplied. This is a dated aggregate advertising-data snapshot, not business-wide AOV or a census.",
    "read_at": "2026-10-11T14:09:37.376120+00:00",
    "period_label": "No publishable aggregate; underlying reporting period not supplied",
    "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": "Is an AOV benchmark available for this category?",
      "text": "No publishable AOV benchmark is available.",
      "context": "The exact category cohort does not support a publishable AOV aggregate. Parent and sibling benchmarks are not substituted.",
      "url": "https://madgicx.com/labs/industries/insurance-services/life-insurance-services#answer-benchmark-status",
      "citation": "Madgicx Research & Labs. Life Insurance Services. Is an AOV benchmark available for this category? No publishable AOV benchmark is available. The exact category cohort does not support a publishable AOV aggregate. Parent and sibling benchmarks are not substituted. Source: https://madgicx.com/labs/industries/insurance-services/life-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/life-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. This private draft is not licensed for public redistribution.",
      "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. This private draft is not licensed for public redistribution.  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": "When reuse is permitted, credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope. This private draft is not licensed for public redistribution.",
      "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? When reuse is permitted, credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope. This private draft is not licensed for public redistribution.  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"
    }
  ]
}