Life Insurance
Consensus Index

AI Consensus Fit Review

Guardian Life Insurance Fit Review for Cigarette Smokers

Guardian Life is a mixed-to-good fit for a current cigarette smoker who wants conventional level-term coverage, level premiums, and a conversion path to permanent insurance.

Research: 2026-09-227 usable platform responsesRead the methodology ↗

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Answer Capsule

Guardian Life is a mixed-to-good fit for a current cigarette smoker who wants conventional level-term coverage, level premiums, and a conversion path to permanent insurance. Five of seven platforms named Guardian during the ranking stage, with an average listed rank of 4.0 and a best rank of 1. The strongest reason to consider it is its combination of explicit tobacco underwriting, published smoker rate examples, and a term conversion feature that does not require a new medical exam. The main limitation is that Guardian does not publish individualized smoker premiums, tobacco sub-classes, or confirmed no-exam eligibility for every cigarette smoker, so approval and final price remain uncertain until underwriting.

Research Snapshot

FieldFinding
Platform mentions in ranking stage5 of 7 platforms (anthropic, deepseek, grok, kimi, perplexity)
Share of included platform responses71.4%
Average listed rank4.0
Best listed rank1 (perplexity)
Relevant product/model/planGuardian Level Term and other individual level-term life insurance offerings
Overall use-case fitMixed (openai), good (anthropic, deepseek, google, kimi, perplexity), strong (grok)
Research date2026-09-22

Why Guardian Life Qualified for This Study

Questions This Section Answers

  • Is Guardian Life a good choice for life insurance for cigarette smokers who want term coverage?
  • How many AI platforms named Guardian Life for life insurance for cigarette smokers, and at what rank?

Guardian Life qualified because five of the seven included platforms named it during ranking discovery, and all seven platforms evaluated its fit for this use case. Guardian publishes an underwriting page that explicitly addresses tobacco and nicotine use, which gives the platforms a documented basis for evaluating it rather than relying on general reputation alone [1].

The ranking evidence is not uniform. Perplexity placed Guardian first; anthropic placed it second; grok placed it third; deepseek and kimi each placed it seventh. That spread produces an average listed rank of 4.0 and a best rank of 1. The disagreement is itself a finding: platforms that weighted published smoker rate examples and no-exam thresholds ranked Guardian higher, while platforms that weighted lowest-cost comparisons ranked it lower.

Guardian's relevant product for this use case is individual level-term life insurance, including Guardian Level Term [6]. Guardian describes term coverage as temporary protection with level premiums, no cash value, and commonly available 10- to 30-year terms [6]. Guardian also states that a 30-year level term is issued up to age 55 and a 10-year policy up to age 75 [7].

The Product, Model, Plan, or Service Most Relevant to Life Insurance for Cigarette Smokers

Questions This Section Answers

  • Which Guardian Life plan should a cigarette smoker choose for level term coverage with conversion options?
  • Does Guardian Level Term require a medical exam for a current cigarette smoker?

The most relevant Guardian offering for a current cigarette smoker is Guardian Level Term, a level-premium term policy with a built-in term conversion rider and an optional extended conversion rider [8]. Guardian's term calculator asks whether the applicant uses cigarettes or e-cigarettes and returns a preliminary estimate, while warning that displayed coverage and pricing may differ from the issued policy and vary by state [10].

Guardian states that its level-term coverage can be converted to a permanent life policy during the first five years, and that an optional Extended Conversion Rider may extend conversion rights for the policy duration; conversion is described as not requiring a new medical exam [11]. Guardian also states that Level Term includes a term conversion rider in the premium [8].

No-exam availability is the least settled part of the product picture. Guardian publishes information about no-medical-exam life insurance and says accelerated underwriting is available for term, whole life, and universal life if applicants meet criteria, which Guardian distinguishes from simplified issue and guaranteed issue [12]. Independent reviews report a no-exam threshold up to $3 million [14]. However, the reviewed Guardian pages do not establish that this is universally available to current cigarette smokers, and one independent review states Guardian requires a medical exam despite a supportive stance on health conditions [18]. Buyers should treat the $3 million no-exam figure as platform-reported and conditional, not guaranteed.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree on about Guardian Life smoker premiums and tobacco classification?
  • Does Guardian Life classify cigarette smokers as tobacco users based on the past 12 months?

The clearest area of agreement is tobacco classification. Guardian states that applicants who used tobacco or nicotine products within the prior 12 months may receive a tobacco/smoker rating, and that smoker-rated premiums can average up to three times non-tobacco equivalents [19]. Guardian's underwriting tiers include Preferred Plus, Preferred, Standard Plus, Standard, Table Ratings, and Tobacco/Smoker Ratings [24]. A Guardian underwriting flyer indicates cigarette smokers are standard-rated and that non-smoker status requires no nicotine use in the prior 12 months [25].

Platforms also agreed on the general shape of smoker pricing. Multiple platforms cited the same independent averages: approximately $170 per month for a 40-year-old male smoker and $145 per month for a 40-year-old female smoker on a $500,000, 20-year term policy [26]. Guardian's own cost page publishes smoker term examples, including $38.52, $65.75, and $117.20 monthly for a female smoker age 30 at $250,000, $500,000, and $1 million coverage, and $44.50, $76.43, and $132.34 monthly for a male smoker age 30 at the same coverage levels [30].

Platforms further agreed that Guardian's public rate examples for healthy non-smokers cannot be used as a smoker quote, and that actual rates vary by policy type, benefit amount, term length, gender, health, and other factors [31]. Guardian's underwriting page states that underwriting may increase rates, limit coverage, or reject an application [19].

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Is Guardian Life actually the cheapest option for a cigarette smoker, or do other carriers beat it?
  • Is Guardian's no-exam coverage up to $3 million reliably available to a current cigarette smoker?

The platforms disagreed on relative cost position. Anthropic's analysis ranked Guardian first for term life insurance for smokers in MoneyGeek's 2026 review with a 4.5 out of 5 score, and reported Guardian as cheapest for a 25-year-old female smoker at $26 per month [33]. The same analysis reported State Farm as cheapest for smokers seeking high coverage at $78 for males and $65 for females on a 10-year $1 million policy, and as the most affordable option for most smokers [36]. Deepseek reported State Farm at roughly $66 per month for a comparable 40-year-old male smoker profile [38]. Guardian is described as worth considering for coverage of $250,000 and below, where its rates are reported 15–38% below the national average [39].

No-exam availability is the second unresolved area. Independent reviews report a $3 million no-exam threshold [40], while one independent review states Guardian requires a medical exam [44]. Guardian's own pages confirm accelerated underwriting exists but do not confirm universal eligibility for current cigarette smokers [45]. The exact qualification criteria for a smoker to bypass the medical exam are determined case-by-case and not publicly guaranteed [47].

Other open questions: whether Guardian distinguishes between "Preferred Smoker" and "Standard Smoker" rate classes or uses a single tobacco tier; whether Guardian allows reclassification on an existing policy or requires a new application after 12 or more tobacco-free months; whether Guardian makes exceptions for occasional cigar use; and who pays for the medical exam and nicotine testing required to reclassify [33]. Industry-wide, most insurers allow rate reclassification after 12 to 24 consecutive tobacco-free months, but the process requires a medical exam, nicotine testing, and written approval from the insurer [51].

Customer-experience signals were also mixed. One platform reported Guardian receives considerably fewer complaints than other insurers according to NAIC data and holds an A rating from the Better Business Bureau [53]. Another reported an NAIC complaint index of 1.02 against an industry average of 1.0, described as slightly above average [38]. Guardian scored 679 on the J.D. Power individual life insurance survey, described as moderate and not top tier [53].

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What features does Guardian Level Term offer a cigarette smoker who may quit and want non-smoker rates later?
  • What coverage amounts and term lengths does Guardian Level Term offer a smoker?

Guardian Level Term's most use-case-relevant feature is conversion without a new medical exam, which matters for a smoker whose health may worsen or who may later quit and want permanent coverage [55]. Guardian states that conversion is available during the first five years, with an optional Extended Conversion Rider potentially extending rights for the policy duration [55].

Coverage and eligibility parameters reported by platforms: Guardian Level Term 20 has age eligibility from 18 to 75 and coverage amounts from $100,000 to $5 million [57]. Maximum coverage is reported at $5 million, with no-exam access up to $3 million [59]. Term lengths reported are 10, 15, 20, and 30 years [61]. Guardian states that larger policies receive more detailed underwriting, which is relevant to a smoker seeking a high face amount [62].

Riders reported for Guardian term products include term conversion, waiver of premium, guaranteed renewability, accelerated terminal illness benefit, charitable benefit, accidental death, paid-up additions, and index participation [61]. Some riders may carry different underwriting requirements for smokers [61].

Policy exclusions for smokers are reported as the same as standard policies: death within the suicide exclusion period, usually the first two years, death from illegal activity, acts of war, and certain hazardous activities named in the policy [63]. One source states Guardian pays no benefits if death is due to suicide within two years from the original effective date, and that the two-year suicide limitation applies to any increase in benefit [65].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Guardian Life cost per month for a cigarette smoker, and are there setup or cancellation fees?
  • What happens to Guardian Life premiums at the end of the level term for a smoker?

No reliable smoker-specific Guardian price can be stated from the reviewed public sources. Guardian provides an online estimate that asks about cigarette or e-cigarette use, but final pricing depends on underwriting, coverage amount, term length, age, health, tobacco classification, state, and other factors [67]. Guardian's published rate examples are for healthy non-smokers and cannot be used as a smoker quote [68].

Published smoker examples from Guardian's cost page: a female smoker age 30 pays $38.52, $65.75, and $117.20 monthly at $250,000, $500,000, and $1 million coverage respectively; a male smoker age 30 pays $44.50, $76.43, and $132.34 monthly at the same coverage levels [70]. Independent averages cited across platforms are approximately $170 per month for a 40-year-old male smoker and $145 per month for a 40-year-old female smoker on a $500,000, 20-year term [71]. Guardian states smoker-rated premiums can average up to three times non-tobacco equivalents, but does not publish the exact surcharge applicable to a given buyer [75].

On fees, no separate application, policy, medical-exam, rider, or service fee was verified in the reviewed public sources, and it is unclear whether any such charges apply to a specific policy and state [67]. One platform reported Guardian's average annual premium at $395, roughly 3% above an industry average of $382, before the smoker multiplier is applied [76]. Another reported policy fees and modal factors as not publicly specified [74].

Contract terms reported: level premiums generally remain fixed for the selected term, subject to the issued policy; coverage is temporary and has no cash value; conversion rights are stated for the first five years with broader rights potentially available through an optional Extended Conversion Rider; renewal after the level term may involve substantially higher premiums; and guarantees depend on timely payment of required premiums and the issuing insurer's claims-paying ability [67]. One platform reported a grace period for late payment of typically 31 days and that the policy can be surrendered or lapsed for non-payment [78]. Another reported term policies are typically cancelable without surrender charges [74]. The exact surrender, lapse, grace period, and cancellation specifics were not verified from the reviewed sources [79].

Best Suited For

Questions This Section Answers

  • Who is Guardian Life best suited for among cigarette smokers buying term life insurance?
  • Is Guardian Life worth it for a smoker who wants coverage of $250,000 or less?

Guardian is best suited for a current cigarette smoker who wants conventional 10-, 15-, 20-, or 30-year individual term coverage with level premiums and a conversion path to permanent insurance without a new medical exam [80]. It also fits applicants who value a carrier with an explicit, published tobacco underwriting framework and who are willing to complete underwriting and compare Guardian's smoker quote against other carriers [82].

Reported sub-groups where Guardian looks comparatively stronger: young female smokers, where one analysis reported Guardian as cheapest at $26 per month for a 25-year-old female smoker [84]; and buyers with coverage needs of $250,000 and below, where Guardian's rates are reported 15–38% below the national average [86]. Smokers who plan to quit within 12–24 months and want a documented reclassification path are also a reported fit [87].

Guardian's financial profile is a supporting factor: an A++ AM Best rating, mutual policyholder-owned structure since 1925, and a reported $1.7 billion 2026 dividend at a 6.25% interest rate [89]. Guardian's own site reports $7 billion in benefits paid to policyholders last year and statutory surplus figures as of December 31, 2025 (official:C1). These are company-reported figures and are not independently verified in this review.

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Guardian Life for life insurance as a cigarette smoker?
  • Is Guardian Life a bad choice for a smoker who needs guaranteed approval?

Guardian is probably not best suited for buyers seeking guaranteed-issue coverage or certainty of approval, because Guardian states underwriting may increase rates, limit coverage, or reject an application based on risk factors including smoking and medical history [91]. It is also a weaker fit for buyers whose primary objective is the lowest possible smoker premium without comparing multiple carriers, since platforms repeatedly identified State Farm as cheaper for many male smoker demographics and for high coverage amounts [92].

Applicants who assume a no-exam policy is available regardless of age, coverage amount, health history, state, or tobacco use should not treat Guardian as a guaranteed path, because the reviewed Guardian pages do not confirm universal no-exam eligibility for current cigarette smokers [95]. Buyers seeking permanent whole or universal life as primary coverage are also a weaker fit: one platform reported Guardian does not appear in top rankings for whole or universal life for smokers, with USAA ranked higher for permanent coverage options [97].

Buyers who need coverage above $5 million, or who have significant health impairments beyond tobacco use that could trigger table ratings, are also reported as weaker fits [94]. Anyone unwilling to disclose tobacco use honestly should not consider any carrier, because misrepresentation constitutes fraud and voids coverage [98].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Guardian Life for a cigarette smoker who needs the lowest premium?
  • When should a cigarette smoker choose a guaranteed-issue or simplified-issue carrier instead of Guardian Life?

Another carrier may be better when a competitor provides a materially lower fully underwritten smoker quote for the same amount, term, and conversion benefits [99]. Platforms specifically named State Farm as cheaper for many male smoker demographics and for high coverage tiers, with reported averages of $66–$78 per month depending on age and coverage [100].

A guaranteed-issue or simplified-issue carrier may be better when the buyer needs certainty of acceptance with clear rules, or when the buyer is 65 or older and cannot qualify for standard term rates [99]. One platform named Mutual of Omaha as offering guaranteed-issue policies and competitive term rates for older smokers [104]. A carrier with more flexible impaired-risk underwriting may be better when the buyer has significant health issues beyond smoking [105].

A carrier with a more favorable reclassification policy may be better when the buyer wants to convert to non-smoker rates later, since some insurers require applying for a new policy rather than reclassifying an existing one [106]. A carrier that publicly discloses more granular tobacco classifications, or that offers a more favorable nonsmoker reclassification policy, may also be a better fit [99]. For permanent coverage, USAA was ranked as superior for smoker permanent coverage options [103]. For buyers prioritizing customer experience, Nationwide was reported as rated higher for customer satisfaction [102].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a cigarette smoker confirm with Guardian Life before signing a term life policy?
  • How does Guardian Life decide a smoker's exact health class and premium?

Confirm the following with Guardian before signing:

  • Will Guardian classify this applicant as tobacco/smoker based on current cigarette frequency, years of use, last-use date, nicotine replacement, vaping, or other nicotine products [108]?
  • What exact health class, tobacco class, coverage amount, term, and monthly premium will be offered after underwriting [111]?
  • Is Guardian Level Term available without a medical exam for this applicant, requested face amount, age, state, and health history [112]?
  • If no-exam coverage is offered, what data sources, prescription checks, labs, or post-issue contestability rules apply [112]?
  • What are the minimum and maximum face amounts and available term lengths for a current cigarette smoker [114]?
  • What is the exact conversion period, which permanent products are eligible, and does the optional Extended Conversion Rider apply in this state [116]?
  • What happens to premiums at the end of the level term, and are renewal rates guaranteed or annually recalculated [111]?
  • Are there application, policy, rider, medical-exam, administrative, or cancellation fees [111]?
  • Does Guardian distinguish between Preferred Smoker and Standard Smoker rate classes, or does all tobacco use fall into a single smoker category [119]?
  • If the applicant quits smoking, does Guardian allow reclassifying an existing policy or require a new application with full underwriting, and who pays for the required exam and nicotine testing [120]?
  • Does Guardian make exceptions for occasional cigar use with negative nicotine test results, or is all tobacco use classified as smoker [119]?
  • What exclusions, contestability provisions, suicide provisions, misrepresentation rules, and claim limitations appear in the issued policy [121]?
  • Which Guardian legal entity issues the policy, and what state-specific policy form and financial-strength information apply [111]?

Final AI Consensus Verdict

Mixed fit. Guardian merits a quote for a current cigarette smoker who wants conventional level-term coverage and values conversion flexibility, but the public evidence is insufficient to conclude that it offers the best smoker pricing or reliably available no-exam coverage. Five of seven platforms named Guardian in the ranking stage, with an average listed rank of 4.0 and a best rank of 1, and platform fit ratings ranged from mixed to strong. The buyer should obtain a formal underwritten quote and compare it with multiple carriers, especially if approval certainty, simplified underwriting, or the lowest smoker premium is the priority.

How This Review Was Produced

This review was produced from platform-reported research collected on 2026-09-22. Seven platforms evaluated Guardian Life's fit for Life Insurance for Cigarette Smokers: anthropic (claude-haiku-4-5-20251001), deepseek (deepseek-v4-flash), google (gemini-3.5-flash), grok (x-ai/grok-4.3), kimi (moonshotai/kimi-k2.6), openai (gpt-5.6-luna), and perplexity (perplexity/sonar). Five of the seven named Guardian during ranking discovery. All platform outputs are marked platform-reported and not independently verified. Citations are platform-reported evidence, not independently verified facts. The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Company-owned sources are Guardian's own pages; independent sources are third-party reviews and journalism; unclear-ownership sources are labeled as such in the Sources section.

Methodology Limitations

Platform-reported dates are provenance metadata and do not independently prove freshness. The ranking-stage description says Guardian Level Term has no-exam availability, but the reviewed Guardian pages do not establish that this is universally available to current cigarette smokers; eligibility and limits are unclear. Guardian's public rate examples are for healthy non-smokers and cannot be used as a smoker quote. Guardian states that smoker premiums can average up to three times non-tobacco premiums but does not publish the range or exact surcharge applicable to this buyer. State-specific policy forms, riders, conversion deadlines, renewal provisions, and fees may differ, and the reviewed public pages do not resolve every state variation. The public pages describe Guardian entities and products generally; the exact issuing company and policy form should be confirmed for the buyer's state. No public smoker-specific rate table or individualized premium is available without quoting and underwriting. Exact tobacco classification rules, including how frequency, duration, cessation, and nicotine alternatives are treated, are not fully disclosed in the reviewed materials. No-exam availability, coverage limits, underwriting rules, and pricing for current cigarette smokers are not confirmed for all circumstances. Term insurance ends at the end of the term and does not build cash value. Guardian may increase rates, limit coverage, or decline an application based on underwriting. Platform agreement on a finding does not prove product quality. No personal testing, customer experience, medical benefit, guaranteed performance, or independent verification was performed for this review.

Sources

Company-Owned Sources

  • How Much Does Life Insurance Cost in 2025? | Guardian: https://www.guardianlife.com/life-insurance/cost
  • Getting a Life Insurance Exam: What to Expect and How: https://www.guardianlife.com/life-insurance/exam
  • Term Life Insurance — Types and How it Works: https://www.guardianlife.com/life-insurance/how-term-life-works
  • Can I Get Life Insurance With No Medical Exam?: https://www.guardianlife.com/life-insurance/no-medical-exam
  • Life Insurance Riders Simply Explained: https://www.guardianlife.com/life-insurance/riders
  • Level Term Life Insurance: What it is, How to Buy: https://www.guardianlife.com/life-insurance/term-life/what-is-level
  • Term Life Insurance Rates for 2025: https://www.guardianlife.com/life-insurance/term-rates
  • Term Life Insurance Calculator: Get an Instant Online Quote: https://www.guardianlife.com/life-insurance/term/calculator-quote
  • Life Insurance Underwriting: What to Expect: https://www.guardianlife.com/life-insurance/underwriting
  • How Much Does Whole Life Insurance Cost? 2025 Rates | Guardian: https://www.guardianlife.com/life-Insurance/whole-life-rates
  • Life Insurance for Smokers | Progressive: https://www.progressive.com/answers/life-insurance-for-smokers/
  • Official pricing and terms source: https://www.guardianlife.com
  • Official pricing and terms source: https://www.guardianlife.com/terms-conditions
  • Additional AI research evidence122 records
    1. AI research evidence record openai:c3
    2. AI research evidence record anthropic:20-1
    3. AI research evidence record grok:15
    4. AI research evidence record perplexity:c1
    5. AI research evidence record google:guardian_underwriting_what_to_expect
    6. AI research evidence record openai:c2
    7. AI research evidence record perplexity:c6
    8. AI research evidence record perplexity:c9
    9. AI research evidence record perplexity:c6
    10. AI research evidence record openai:c1
    11. AI research evidence record openai:c2
    12. AI research evidence record openai:c4
    13. AI research evidence record perplexity:c14
    14. AI research evidence record anthropic:2-18
    15. AI research evidence record deepseek:c6
    16. AI research evidence record kimi:mg1
    17. AI research evidence record google:moneygeek_best_smoker_life
    18. AI research evidence record anthropic:18-7
    19. AI research evidence record openai:c3
    20. AI research evidence record anthropic:20-1
    21. AI research evidence record grok:15
    22. AI research evidence record perplexity:c1
    23. AI research evidence record google:guardian_underwriting_what_to_expect
    24. AI research evidence record anthropic:20-5
    25. AI research evidence record perplexity:c8
    26. AI research evidence record anthropic:2-17
    27. AI research evidence record deepseek:c1
    28. AI research evidence record grok:0
    29. AI research evidence record kimi:mg1
    30. AI research evidence record perplexity:c3
    31. AI research evidence record openai:c5
    32. AI research evidence record perplexity:c2
    33. AI research evidence record anthropic:2-14
    34. AI research evidence record anthropic:11-2
    35. AI research evidence record anthropic:11-4
    36. AI research evidence record anthropic:11-6
    37. AI research evidence record anthropic:11-9
    38. AI research evidence record deepseek:c3
    39. AI research evidence record anthropic:31-2
    40. AI research evidence record anthropic:2-18
    41. AI research evidence record deepseek:c6
    42. AI research evidence record kimi:mg1
    43. AI research evidence record google:moneygeek_best_smoker_life
    44. AI research evidence record anthropic:18-7
    45. AI research evidence record openai:c4
    46. AI research evidence record perplexity:c14
    47. AI research evidence record google:guardian_review_2025
    48. AI research evidence record anthropic:19-4
    49. AI research evidence record deepseek:c4
    50. AI research evidence record kimi:tib1
    51. AI research evidence record anthropic:19-1
    52. AI research evidence record anthropic:19-2
    53. AI research evidence record anthropic:30-9
    54. AI research evidence record anthropic:30-20
    55. AI research evidence record openai:c2
    56. AI research evidence record perplexity:c9
    57. AI research evidence record anthropic:18-4
    58. AI research evidence record anthropic:18-5
    59. AI research evidence record kimi:mg1
    60. AI research evidence record deepseek:c6
    61. AI research evidence record deepseek:c3
    62. AI research evidence record perplexity:c12
    63. AI research evidence record anthropic:29-13
    64. AI research evidence record anthropic:29-14
    65. AI research evidence record anthropic:34-2
    66. AI research evidence record anthropic:34-3
    67. AI research evidence record openai:c1
    68. AI research evidence record openai:c5
    69. AI research evidence record perplexity:c2
    70. AI research evidence record perplexity:c3
    71. AI research evidence record anthropic:2-17
    72. AI research evidence record deepseek:c1
    73. AI research evidence record grok:0
    74. AI research evidence record kimi:mg1
    75. AI research evidence record openai:c3
    76. AI research evidence record google:insure_guardian_ratings
    77. AI research evidence record openai:c2
    78. AI research evidence record deepseek:c3
    79. AI research evidence record perplexity:c14
    80. AI research evidence record openai:c2
    81. AI research evidence record perplexity:c9
    82. AI research evidence record openai:c3
    83. AI research evidence record anthropic:20-5
    84. AI research evidence record anthropic:11-2
    85. AI research evidence record anthropic:11-4
    86. AI research evidence record anthropic:31-2
    87. AI research evidence record anthropic:19-1
    88. AI research evidence record google:moneygeek_best_smoker_life
    89. AI research evidence record anthropic:31-4
    90. AI research evidence record anthropic:31-8
    91. AI research evidence record openai:c3
    92. AI research evidence record anthropic:11-6
    93. AI research evidence record anthropic:11-9
    94. AI research evidence record deepseek:c3
    95. AI research evidence record openai:c4
    96. AI research evidence record perplexity:c14
    97. AI research evidence record kimi:mg1
    98. AI research evidence record anthropic:2-14
    99. AI research evidence record openai:c1
    100. AI research evidence record anthropic:11-6
    101. AI research evidence record anthropic:11-9
    102. AI research evidence record deepseek:c3
    103. AI research evidence record anthropic:2-14
    104. AI research evidence record kimi:inv1
    105. AI research evidence record perplexity:c14
    106. AI research evidence record anthropic:19-4
    107. AI research evidence record kimi:mg1
    108. AI research evidence record openai:c3
    109. AI research evidence record deepseek:c2
    110. AI research evidence record deepseek:c5
    111. AI research evidence record openai:c1
    112. AI research evidence record openai:c4
    113. AI research evidence record perplexity:c14
    114. AI research evidence record anthropic:18-4
    115. AI research evidence record anthropic:18-5
    116. AI research evidence record openai:c2
    117. AI research evidence record perplexity:c9
    118. AI research evidence record kimi:mg1
    119. AI research evidence record anthropic:2-14
    120. AI research evidence record anthropic:19-4
    121. AI research evidence record anthropic:29-13
    122. AI research evidence record anthropic:34-2

Independent Sources

  • 5 Cheapest Life Insurance Companies in 2026: https://nerdwallet.com/insurance/life/cheap-life-insurance
  • Guardian life insurance review 2026: High age limit, no-medical-exam policies: https://www.cnbc.com/select/guardian-life-insurance-review/
  • Guardian Voluntary Life + AD&D - Employee Benefits: https://www.essghealth.com/direct/guardian-life-add/
  • Guardian Life insurance ratings and review 2026: https://www.insure.com/life-insurance/guardian-life-insurance-review/
  • Best Life Insurance Options for Smokers - Affordable Choices: https://www.investopedia.com/the-best-life-insurance-for-smokers-11741329
  • Best Life Insurance Companies in Kansas (2026: https://www.moneygeek.com/insurance/life/best-life-insurance-kansas/
  • Best Life Insurance Companies for 40-Year Olds in 2026: https://www.moneygeek.com/insurance/life/best/40-year-olds/
  • Best Life Insurance for Smokers in 2026 | MoneyGeek: https://www.moneygeek.com/insurance/life/best/smokers/
  • Cheapest Life Insurance for Smokers: Affordable 2026 Rates: https://www.moneygeek.com/insurance/life/cheapest/smokers/
  • Guardian Life Insurance Review 2026: Pricing, Pros & Cons: https://www.moneygeek.com/insurance/life/reviews/guardian/
  • Understanding Your Life Insurance Health Classification – Policygenius: https://www.policygenius.com/life-insurance/what-are-life-insurance-classifications/
  • Best Life Insurance for Smokers and Tobacco Users | WSJ Buyside: https://www.wsj.com/buyside/personal-finance/life-insurance/life-insurance-for-smokers
  • Additional AI research evidence122 records
    1. AI research evidence record openai:c3
    2. AI research evidence record anthropic:20-1
    3. AI research evidence record grok:15
    4. AI research evidence record perplexity:c1
    5. AI research evidence record google:guardian_underwriting_what_to_expect
    6. AI research evidence record openai:c2
    7. AI research evidence record perplexity:c6
    8. AI research evidence record perplexity:c9
    9. AI research evidence record perplexity:c6
    10. AI research evidence record openai:c1
    11. AI research evidence record openai:c2
    12. AI research evidence record openai:c4
    13. AI research evidence record perplexity:c14
    14. AI research evidence record anthropic:2-18
    15. AI research evidence record deepseek:c6
    16. AI research evidence record kimi:mg1
    17. AI research evidence record google:moneygeek_best_smoker_life
    18. AI research evidence record anthropic:18-7
    19. AI research evidence record openai:c3
    20. AI research evidence record anthropic:20-1
    21. AI research evidence record grok:15
    22. AI research evidence record perplexity:c1
    23. AI research evidence record google:guardian_underwriting_what_to_expect
    24. AI research evidence record anthropic:20-5
    25. AI research evidence record perplexity:c8
    26. AI research evidence record anthropic:2-17
    27. AI research evidence record deepseek:c1
    28. AI research evidence record grok:0
    29. AI research evidence record kimi:mg1
    30. AI research evidence record perplexity:c3
    31. AI research evidence record openai:c5
    32. AI research evidence record perplexity:c2
    33. AI research evidence record anthropic:2-14
    34. AI research evidence record anthropic:11-2
    35. AI research evidence record anthropic:11-4
    36. AI research evidence record anthropic:11-6
    37. AI research evidence record anthropic:11-9
    38. AI research evidence record deepseek:c3
    39. AI research evidence record anthropic:31-2
    40. AI research evidence record anthropic:2-18
    41. AI research evidence record deepseek:c6
    42. AI research evidence record kimi:mg1
    43. AI research evidence record google:moneygeek_best_smoker_life
    44. AI research evidence record anthropic:18-7
    45. AI research evidence record openai:c4
    46. AI research evidence record perplexity:c14
    47. AI research evidence record google:guardian_review_2025
    48. AI research evidence record anthropic:19-4
    49. AI research evidence record deepseek:c4
    50. AI research evidence record kimi:tib1
    51. AI research evidence record anthropic:19-1
    52. AI research evidence record anthropic:19-2
    53. AI research evidence record anthropic:30-9
    54. AI research evidence record anthropic:30-20
    55. AI research evidence record openai:c2
    56. AI research evidence record perplexity:c9
    57. AI research evidence record anthropic:18-4
    58. AI research evidence record anthropic:18-5
    59. AI research evidence record kimi:mg1
    60. AI research evidence record deepseek:c6
    61. AI research evidence record deepseek:c3
    62. AI research evidence record perplexity:c12
    63. AI research evidence record anthropic:29-13
    64. AI research evidence record anthropic:29-14
    65. AI research evidence record anthropic:34-2
    66. AI research evidence record anthropic:34-3
    67. AI research evidence record openai:c1
    68. AI research evidence record openai:c5
    69. AI research evidence record perplexity:c2
    70. AI research evidence record perplexity:c3
    71. AI research evidence record anthropic:2-17
    72. AI research evidence record deepseek:c1
    73. AI research evidence record grok:0
    74. AI research evidence record kimi:mg1
    75. AI research evidence record openai:c3
    76. AI research evidence record google:insure_guardian_ratings
    77. AI research evidence record openai:c2
    78. AI research evidence record deepseek:c3
    79. AI research evidence record perplexity:c14
    80. AI research evidence record openai:c2
    81. AI research evidence record perplexity:c9
    82. AI research evidence record openai:c3
    83. AI research evidence record anthropic:20-5
    84. AI research evidence record anthropic:11-2
    85. AI research evidence record anthropic:11-4
    86. AI research evidence record anthropic:31-2
    87. AI research evidence record anthropic:19-1
    88. AI research evidence record google:moneygeek_best_smoker_life
    89. AI research evidence record anthropic:31-4
    90. AI research evidence record anthropic:31-8
    91. AI research evidence record openai:c3
    92. AI research evidence record anthropic:11-6
    93. AI research evidence record anthropic:11-9
    94. AI research evidence record deepseek:c3
    95. AI research evidence record openai:c4
    96. AI research evidence record perplexity:c14
    97. AI research evidence record kimi:mg1
    98. AI research evidence record anthropic:2-14
    99. AI research evidence record openai:c1
    100. AI research evidence record anthropic:11-6
    101. AI research evidence record anthropic:11-9
    102. AI research evidence record deepseek:c3
    103. AI research evidence record anthropic:2-14
    104. AI research evidence record kimi:inv1
    105. AI research evidence record perplexity:c14
    106. AI research evidence record anthropic:19-4
    107. AI research evidence record kimi:mg1
    108. AI research evidence record openai:c3
    109. AI research evidence record deepseek:c2
    110. AI research evidence record deepseek:c5
    111. AI research evidence record openai:c1
    112. AI research evidence record openai:c4
    113. AI research evidence record perplexity:c14
    114. AI research evidence record anthropic:18-4
    115. AI research evidence record anthropic:18-5
    116. AI research evidence record openai:c2
    117. AI research evidence record perplexity:c9
    118. AI research evidence record kimi:mg1
    119. AI research evidence record anthropic:2-14
    120. AI research evidence record anthropic:19-4
    121. AI research evidence record anthropic:29-13
    122. AI research evidence record anthropic:34-2

Other Sources

  • Life Insurance for Smokers: What You'll Actually Pay | TIB: https://terminsurancebrokers.com/life-insurance-for-smokers/
  • Cigarette Smoker Life Insurance | LifeStein: https://www.lifestein.com/cigsmokerlifeinsurance
  • Additional AI research evidence122 records
    1. AI research evidence record openai:c3
    2. AI research evidence record anthropic:20-1
    3. AI research evidence record grok:15
    4. AI research evidence record perplexity:c1
    5. AI research evidence record google:guardian_underwriting_what_to_expect
    6. AI research evidence record openai:c2
    7. AI research evidence record perplexity:c6
    8. AI research evidence record perplexity:c9
    9. AI research evidence record perplexity:c6
    10. AI research evidence record openai:c1
    11. AI research evidence record openai:c2
    12. AI research evidence record openai:c4
    13. AI research evidence record perplexity:c14
    14. AI research evidence record anthropic:2-18
    15. AI research evidence record deepseek:c6
    16. AI research evidence record kimi:mg1
    17. AI research evidence record google:moneygeek_best_smoker_life
    18. AI research evidence record anthropic:18-7
    19. AI research evidence record openai:c3
    20. AI research evidence record anthropic:20-1
    21. AI research evidence record grok:15
    22. AI research evidence record perplexity:c1
    23. AI research evidence record google:guardian_underwriting_what_to_expect
    24. AI research evidence record anthropic:20-5
    25. AI research evidence record perplexity:c8
    26. AI research evidence record anthropic:2-17
    27. AI research evidence record deepseek:c1
    28. AI research evidence record grok:0
    29. AI research evidence record kimi:mg1
    30. AI research evidence record perplexity:c3
    31. AI research evidence record openai:c5
    32. AI research evidence record perplexity:c2
    33. AI research evidence record anthropic:2-14
    34. AI research evidence record anthropic:11-2
    35. AI research evidence record anthropic:11-4
    36. AI research evidence record anthropic:11-6
    37. AI research evidence record anthropic:11-9
    38. AI research evidence record deepseek:c3
    39. AI research evidence record anthropic:31-2
    40. AI research evidence record anthropic:2-18
    41. AI research evidence record deepseek:c6
    42. AI research evidence record kimi:mg1
    43. AI research evidence record google:moneygeek_best_smoker_life
    44. AI research evidence record anthropic:18-7
    45. AI research evidence record openai:c4
    46. AI research evidence record perplexity:c14
    47. AI research evidence record google:guardian_review_2025
    48. AI research evidence record anthropic:19-4
    49. AI research evidence record deepseek:c4
    50. AI research evidence record kimi:tib1
    51. AI research evidence record anthropic:19-1
    52. AI research evidence record anthropic:19-2
    53. AI research evidence record anthropic:30-9
    54. AI research evidence record anthropic:30-20
    55. AI research evidence record openai:c2
    56. AI research evidence record perplexity:c9
    57. AI research evidence record anthropic:18-4
    58. AI research evidence record anthropic:18-5
    59. AI research evidence record kimi:mg1
    60. AI research evidence record deepseek:c6
    61. AI research evidence record deepseek:c3
    62. AI research evidence record perplexity:c12
    63. AI research evidence record anthropic:29-13
    64. AI research evidence record anthropic:29-14
    65. AI research evidence record anthropic:34-2
    66. AI research evidence record anthropic:34-3
    67. AI research evidence record openai:c1
    68. AI research evidence record openai:c5
    69. AI research evidence record perplexity:c2
    70. AI research evidence record perplexity:c3
    71. AI research evidence record anthropic:2-17
    72. AI research evidence record deepseek:c1
    73. AI research evidence record grok:0
    74. AI research evidence record kimi:mg1
    75. AI research evidence record openai:c3
    76. AI research evidence record google:insure_guardian_ratings
    77. AI research evidence record openai:c2
    78. AI research evidence record deepseek:c3
    79. AI research evidence record perplexity:c14
    80. AI research evidence record openai:c2
    81. AI research evidence record perplexity:c9
    82. AI research evidence record openai:c3
    83. AI research evidence record anthropic:20-5
    84. AI research evidence record anthropic:11-2
    85. AI research evidence record anthropic:11-4
    86. AI research evidence record anthropic:31-2
    87. AI research evidence record anthropic:19-1
    88. AI research evidence record google:moneygeek_best_smoker_life
    89. AI research evidence record anthropic:31-4
    90. AI research evidence record anthropic:31-8
    91. AI research evidence record openai:c3
    92. AI research evidence record anthropic:11-6
    93. AI research evidence record anthropic:11-9
    94. AI research evidence record deepseek:c3
    95. AI research evidence record openai:c4
    96. AI research evidence record perplexity:c14
    97. AI research evidence record kimi:mg1
    98. AI research evidence record anthropic:2-14
    99. AI research evidence record openai:c1
    100. AI research evidence record anthropic:11-6
    101. AI research evidence record anthropic:11-9
    102. AI research evidence record deepseek:c3
    103. AI research evidence record anthropic:2-14
    104. AI research evidence record kimi:inv1
    105. AI research evidence record perplexity:c14
    106. AI research evidence record anthropic:19-4
    107. AI research evidence record kimi:mg1
    108. AI research evidence record openai:c3
    109. AI research evidence record deepseek:c2
    110. AI research evidence record deepseek:c5
    111. AI research evidence record openai:c1
    112. AI research evidence record openai:c4
    113. AI research evidence record perplexity:c14
    114. AI research evidence record anthropic:18-4
    115. AI research evidence record anthropic:18-5
    116. AI research evidence record openai:c2
    117. AI research evidence record perplexity:c9
    118. AI research evidence record kimi:mg1
    119. AI research evidence record anthropic:2-14
    120. AI research evidence record anthropic:19-4
    121. AI research evidence record anthropic:29-13
    122. AI research evidence record anthropic:34-2

Verify this research

Check when the research was run, which platforms were included, and what supports the findings.

Study date
September 22, 2026
Platforms analyzed
7
Source records
31
Ranking mentions
5 of 7
Platform share
71%
Final consensus rank
#4

Behind the findings

Platforms in this study

  • ChatGPT
  • Claude
  • DeepSeek
  • Grok
  • Perplexity
  • Kimi
  • Gemini

Source records

14 independent · 13 company-owned · 4 unclear

Evidence support

15 direct · 8 partial

Keep in mind

Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.

Technical verification details

Use this SHA-256 fingerprint to identify the source snapshot associated with this study.

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