Life Insurance
Consensus Index

AI Consensus Fit Review

Protective Life Insurance Fit Review for Sleep Apnea

Protective Life is a qualified but not best-in-class fit for life insurance with sleep apnea.

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

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Answer Capsule

Protective Life is a qualified but not best-in-class fit for life insurance with sleep apnea. Six of seven platforms named Protective Life during the ranking stage, and it finished fourth overall with an average listed rank of 4.17 and a best rank of 1. The strongest reason to consider it is Protective Classic Choice Term: company materials state mild-to-moderate sleep apnea may qualify for best class, and the product offers 10- through 40-year level term coverage with conversion options. The main limitation is that Protective does not publish sleep-apnea-specific rate classes, CPAP-compliance thresholds, or pricing, and several platforms place its typical sleep apnea outcome at Standard rather than Preferred.

Research Snapshot

FieldFinding
Platform mentions in ranking stage6 of 7 platforms (anthropic, deepseek, grok, kimi, openai, perplexity)
Share of included platform responses85.7%
Average listed rank4.17
Best listed rank1 (grok)
Relevant product/model/planProtective Classic Choice Term life insurance
Overall use-case fitMixed to good; platform fit ratings ranged from "strong" (grok) to "uncertain" (deepseek)
Research date2026-09-22

Why Protective Life Qualified for This Study

Questions This Section Answers

  • Is Protective Life a good choice for life insurance for sleep apnea?
  • Why did AI platforms include Protective Life in sleep apnea life insurance rankings?

Protective Life qualified because it was named by six of the seven platforms during ranking discovery, the second-broadest mention base among the finalists, and because each platform identified a concrete term product relevant to a sleep-apnea applicant. The platforms did not agree on how strong the fit is: grok rated it "strong," anthropic, google, kimi, and perplexity rated it "good," openai rated it "mixed," and deepseek rated it "uncertain" [1].

The qualification rests on three supplied findings. First, Protective's own underwriting flyer states that mild-to-moderate sleep apnea may qualify for best class [2]. Second, Protective's quoting guide lists sleep-apnea underwriting questions covering diagnosis date, sleep-study date, treatment type, CPAP/BiPAP usage, height, and weight, which shows the carrier actively underwrites the condition rather than excluding it [8]. Third, independent broker compilations describe Protective as competitive at Standard class for moderate sleep apnea [4].

Protective's ranking position also reflects a split in how platforms weighted it. Grok placed it first; openai placed it second; perplexity third; deepseek fifth; kimi sixth; anthropic eighth. That spread is the clearest signal in the data: Protective is broadly recognized as relevant, but no consensus exists that it is the leading carrier for this condition.

The Product, Model, Plan, or Service Most Relevant to Life Insurance for Sleep Apnea

Questions This Section Answers

  • Which Protective Life plan should a buyer with sleep apnea apply for?
  • Does Protective Classic Choice Term require a medical exam for a sleep apnea applicant?

The relevant product is Protective Classic Choice Term, a fully underwritten level term policy, with accelerated underwriting available only in some cases [11]. Every platform that named a product named this one, though the labels varied slightly ("Classic Choice Term," "Protective Classic Choice Term Life Insurance," "term life insurance (fully underwritten)").

Company materials describe terms of 10, 15, 20, 25, 30, 35, and 40 years, level premiums during the guaranteed period, conversion options, riders, and a grace period [11]. Independent review data cites coverage from $100,000 to $50 million and notes Protective is one of only three carriers marketing 40-year level term [14]. Minimum face amounts are reported as $500,000 for ages 18–65, $100,000 for ages 66+, and $250,001 for 35–40 year periods [16].

Underwriting is the crux for this use case. Protective describes three paths: instant approval if eligible, accelerated underwriting with follow-up questions, and traditional underwriting that may include a medical exam and records review [17]. Google's platform response states that sleep apnea is listed among conditions that typically require traditional underwriting rather than the fluidless PLUS accelerated path [19]. Anthropic's response states Protective requires full medical underwriting including questionnaire, blood draw, urinalysis, paramedical exam, or physician reports [21]. Perplexity's response describes the no-exam path as conditional rather than universal [12].

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree on about Protective Life for sleep apnea applicants?
  • Does Protective Life reward CPAP compliance for sleep apnea underwriting?

The platforms agreed on four points, with the strongest agreement on the product and the weakest on outcomes.

Agreement 1: Protective Classic Choice Term is the relevant product. All seven platform responses identified Classic Choice Term or its equivalent as the product a sleep-apnea applicant would consider [23].

Agreement 2: Protective underwrites sleep apnea rather than excluding it. Company materials state mild-to-moderate sleep apnea may qualify for best class [30]. Protective's quoting guide asks for diagnosis date, sleep-study date, treatment type, CPAP/BiPAP usage, and height/weight [32].

Agreement 3: Treatment compliance and severity drive the outcome. Independent sources state insurers weigh severity, CPAP use, blood pressure, and cardiovascular health when assigning a risk class [34]. Industry-standard severity bands are AHI 5–15 mild, 15–30 moderate, and 30+ severe [36]. CPAP machines collect compliance data that can be accessed in underwriting, with consistent nightly use of 4+ hours described as essential [37].

Agreement 4: Pricing is competitive but not sleep-apnea-specific. Independent reviews describe Protective term rates as below average, with cited savings of $9–11 per month on $1 million policies [38]. No platform located a sleep-apnea-specific premium.

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • What rate class does Protective Life assign to sleep apnea applicants?
  • Is Protective Life better than Prudential for sleep apnea life insurance?

The sharpest disagreement concerns rate class. Anthropic's response cites an independent comparative list placing Protective sleep apnea cases in Regular (Standard) class, while Prudential is placed in Preferred Best and Zurich and Mass Mutual in Preferred Plus [40]. That same source is dated 2022 in the platform's own conflict note, so it may not reflect current underwriting. Grok's response states mild sleep apnea (AHI 15 or less) typically qualifies for best class whether treated or not, and moderate apnea (AHI 15–29.5) can qualify for best class with treatment compliance and no hypertension, drug/alcohol misuse, or benzodiazepine/opioid use [41]. Google's response states compliant applicants with mild-to-moderate, well-controlled apnea can qualify for "best class" or preferred tiers [42]. These positions are not reconciled in the supplied evidence.

A second disagreement concerns the no-exam path. Perplexity's response notes Protective's marketing snippet and product guide differ on how broadly no-exam applies, calling the eligibility path unclear [43]. Google's response states sleep apnea generally disqualifies applicants from the fluidless PLUS path [45]. OpenAI's response states accelerated approval may not be available when sleep apnea or related conditions require detailed records, an exam, or manual underwriting [46].

A third uncertainty concerns comparative pricing. Anthropic's response cites independent review data stating Prudential charges 10–20% more than Banner Life or Protective at identical health classes [47], while also stating Prudential is the most lenient major carrier for sleep apnea and offers Preferred-level outcomes for CPAP-compliant cases [48]. Those two findings point in opposite directions for a buyer weighing price against rate class.

Deepseek's response is the outlier on evidence sufficiency. It rated the fit "uncertain," stating no located Protective source confirms sleep-apnea-specific underwriting criteria, rate classes, or pricing [50]. Deepseek's research ran without search enabled and is dated 2026-01-15, eight months before the run date, which is a material provenance difference.

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What documentation does Protective Life require for a sleep apnea life insurance application?
  • How long are Protective Classic Choice Term policies, and can they be converted?

Protective's sleep-apnea underwriting inputs are documented at the question level but not at the threshold level. The quoting guide asks for diagnosis date, most recent sleep-study date, treatment type, CPAP/BiPAP usage frequency, and height/weight [52]. No supplied source states Protective's AHI cutoffs, required CPAP hours per night, or table-rating schedule for sleep apnea.

Dual-manual underwriting is Protective's most distinctive capability for this use case. Company materials state Protective uses Hannover Re and Swiss Re reinsurance manuals and applies the more favorable rating, which anthropic and google describe as allowing a 2–3 table improvement for complex cases [54]. This matters for a sleep-apnea applicant whose case might otherwise land several tables below Standard.

Term flexibility is the second capability. Terms run 10 through 40 years, with conversion to eligible permanent products generally available without new medical underwriting, subject to product, state, timing, and rider terms [57]. Independent review data also notes Protective is one of only three carriers with 40-year level term [60].

Decision-speed claims are company-reported and not sleep-apnea-specific. Protective reports possible issuance in as little as 14 minutes for qualifying instant-approval cases and 72 hours for qualifying accelerated-underwriting cases, based on company cycle-time data [61]. Those figures do not establish what a sleep-apnea applicant should expect.

Financial strength is independently rated. Anthropic's response cites an A+ (Superior) AM Best rating and a low complaint index [62], and deepseek's response cites strong independent financial-strength ratings [64]. Neither addresses sleep-apnea acceptance or pricing.

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Protective Life cost per month for a sleep apnea applicant?
  • Are there setup, exam, or cancellation fees with Protective Classic Choice Term?

No reliable sleep-apnea-specific premium exists in the supplied evidence. Protective states quotes are estimates and the final premium and rate class are determined after underwriting [65]. Every platform's pricing confidence was low or moderate, and none produced a bindable rate for an applicant with diagnosed sleep apnea.

The available price points are benchmarks, not quotes. Company materials include an illustrative $500,000, 20-year example at $128.39 per month for a standard non-tobacco case, marked for financial-professional use [66]. Independent review data cites about $42 per month for a 40-year-old woman and $54 per month for a 40-year-old man for a 20-year, $500,000 policy in one benchmark scenario [67]. Anthropic's response cites a $25 per month example for a 30-year-old with $250,000 of 30-year coverage [68]. Google's response cites a third-party quote example of a 40-year-old with sleep apnea securing $500,000 of Classic Choice Term for approximately $36 per month [69]. These figures come from different scenarios and cannot be compared directly.

Fee and contract terms are partially documented. The terminal-illness accelerated-death-benefit endorsement is described as included at no extra charge, though an administrative charge may apply when a claim is made, and optional riders carry additional premiums [70]. Premiums are level during the guaranteed period but can increase after it or when coverage is extended [70]. The grace period is stated as 31 days, or 61 days in California [70]. Policies carry a contestable and suicide period of up to two years [70]. Google's response describes a 30-day free-look period and cancellation by stopping premium payments without surrender penalties [73]. Medical exam costs are typically absorbed by the insurer per anthropic's response [74]; perplexity's response states no separate policy fee was clearly verified [75].

Best Suited For

Questions This Section Answers

  • Who is Protective Life best suited for among sleep apnea life insurance buyers?
  • Is Protective Life worth it for a cost-conscious buyer with mild sleep apnea?

Protective Life is best suited to applicants with mild-to-moderate, well-documented, treated sleep apnea who want fully underwritten term coverage and prioritize term pricing and conversion flexibility over maximum rate class.

The platform evidence supports four buyer profiles. First, applicants with mild-to-moderate apnea and documented CPAP or BiPAP compliance, since company materials state those cases may qualify for best class [76]. Second, buyers seeking long level-term periods, given the 10- through 40-year range and the limited number of carriers offering 40-year level term [79]. Third, buyers who value conversion rights, since conversion to eligible permanent coverage is generally available without new medical underwriting [81]. Fourth, cost-conscious buyers with otherwise sound health, given independent reviews describing below-average term rates [83].

A fifth profile appears in the platform responses but with weaker support: applicants whose case might benefit from dual-manual underwriting, where Protective applies the more favorable of two reinsurance manuals [85]. That mechanism is company-described and its effect on any individual sleep-apnea case is not documented.

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Protective Life for sleep apnea life insurance?
  • Does Protective Life work for severe or untreated sleep apnea?

Protective Life is probably not the best fit for four groups, and the platforms were more consistent on exclusions than on inclusions.

Buyers seeking guaranteed acceptance or no health questions should look elsewhere. OpenAI's response lists guaranteed-acceptance and no-health-underwriting buyers among those Protective is probably not best for [87], and deepseek's response reaches the same conclusion [88]. Perplexity's response states Protective is less compelling for buyers wanting guaranteed no-exam placement [89].

Applicants with severe, untreated, poorly documented, or recently diagnosed apnea are a second group. OpenAI's response lists them as probably not best suited [87], and anthropic's response states severe apnea cases may face denial or high table ratings [90]. Google's response states untreated mild apnea is typically rated Standard to Table 2, moderate untreated Table 4 to Table 6, and severe untreated Table 6 or higher, with comorbidities potentially reaching Table 8+ or decline [92].

Buyers who need a final premium before underwriting are a third group. OpenAI's response lists them explicitly, since Protective determines rate class only after underwriting [87].

Buyers needing small face amounts are a fourth. Anthropic's response notes minimum face amounts of $500,000 for ages 18–65 and $250,001 for 35–40 year periods, which limits access for applicants wanting less coverage [94].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Protective Life for a sleep apnea buyer who needs Preferred rates?
  • When should a sleep apnea buyer choose a simplified-issue carrier instead of Protective Life?

Another carrier may be better in five situations, based on platform-reported comparisons.

If the buyer has mild sleep apnea and wants Preferred or Preferred Best rates, Prudential is the alternative most platforms name. Anthropic's response cites independent sources describing Prudential as one of the most aggressive carriers for sleep apnea, potentially offering Preferred Best rates for mild cases with or without CPAP [95]. Kimi's response names Prudential or Pacific Life for mild treated apnea with excellent health [98].

If the buyer has severe apnea with cardiovascular comorbidities, kimi's response names Symetra or Lincoln Financial as weighting cardiac markers more favorably [98].

If the buyer needs fast approval, kimi's response names simplified issue from Mutual of Omaha, AIG, or Fidelity Life, and notes average underwriting for apnea applicants runs 45–60 days due to attending-physician-statement requirements [98].

If the buyer needs guaranteed approval, kimi's response names Gerber Life, AIG, or Colonial Penn guaranteed issue [98].

If the buyer has strong CPAP compliance data and wants that rewarded, kimi's response states Pacific Life specifically rewards robust CPAP downloads and John Hancock offers a Vitality program, while Protective does not prominently feature compliance incentive programs [98].

OpenAI's response frames the alternative decision more generally: another insurer may be better when it publishes clearer, broker-accessible sleep-apnea underwriting criteria or has demonstrated appetite for the buyer's specific severity, treatment, and comorbidities [99].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with Protective Life before signing a sleep apnea life insurance contract?
  • Which sleep apnea records will Protective Life request during underwriting?

The platforms converged on a verification list that centers on documentation, rate class, and state availability. Buyers should get answers in writing before submitting a formal application.

Underwriting inputs. Will Protective accept the applicant's apnea type, severity, AHI, oxygen-desaturation results, and diagnosis date [100]? What records are required: sleep study, physician statement, CPAP compliance report, oral-appliance records, recent symptoms, or repeat testing [100]? Does documented CPAP or oral-appliance adherence improve eligibility or rate class, and what duration or usage threshold applies [100]?

Comorbidities. How are residual daytime sleepiness, hypertension, obesity, arrhythmia, coronary disease, diabetes, or pulmonary disease treated in underwriting [100]?

Underwriting path. Will the case be eligible for instant or accelerated underwriting, or will traditional underwriting and an exam be required [100]? Does the sleep apnea diagnosis automatically exclude the applicant from the PLUS accelerated program [104]?

Rate class and price. What rate class and premium are expected before submitting a formal application, and is an informal or anonymous underwriting inquiry available [100]? Does Protective offer a Preferred or Standard Plus class for the specific profile, or is Standard the maximum [105]?

State and product. Is Classic Choice Term available in the buyer's state, and which issuing company and policy form apply [106]? The official consumer page states the standard Classic Choice Term product is not available in New York, while a separate professional page references New York specifications [106].

Contract mechanics. What are the exact conversion deadline, eligible permanent products, extension premiums, and rider costs [100]? What happens if the application is postponed or declined, and how will that be reported to industry databases [100]? Are there application, examination, records, policy, reinstatement, or administrative fees not shown in the quote [100]?

Reconsideration. If health improves through weight loss or better sleep-study results, can the buyer apply for reconsideration to lower the health class and premium within 12–24 months [105]?

Final AI Consensus Verdict

Protective Life is a legitimate, broadly recognized option for life insurance with sleep apnea, but the AI consensus is qualified rather than enthusiastic. Six of seven platforms named it, its average listed rank was 4.17, and platform fit ratings ranged from "strong" to "uncertain." The strongest documented case for Protective is Protective Classic Choice Term's combination of company-stated flexibility for mild-to-moderate sleep apnea, dual-manual underwriting, 10- through 40-year term lengths, and conversion rights. The strongest documented case against relying on it alone is the absence of published sleep-apnea rate classes, CPAP thresholds, and pricing, plus independent comparative data placing Protective at Standard class where Prudential is placed at Preferred or Preferred Best.

The practical verdict: Protective is worth including in a broker-assisted comparison for a buyer with treated, stable, well-documented sleep apnea who values term flexibility and conversion rights. It should not be selected on the basis of fast underwriting or advertised affordability, because neither is documented for sleep-apnea cases. The recommended approach is an informal underwriting assessment and a side-by-side comparison with at least two other carriers whose documented appetite matches the applicant's severity and treatment history.

How This Review Was Produced

This review synthesizes seven platform responses collected for the 2026-09-22 research run on Life Insurance for Sleep Apnea. Each platform independently evaluated Protective Life's fit for a consumer with diagnosed sleep apnea, considering severity, sleep-study results, CPAP or other treatment compliance, symptoms, weight, cardiovascular health, and whether the condition appears well controlled. Six of the seven platforms named Protective Life during ranking discovery; all seven produced a fit assessment.

Platform fit ratings were: grok "strong," anthropic "good," google "good," kimi "good," perplexity "good," openai "mixed," and deepseek "uncertain." The report preserves those ratings rather than averaging them, because the underlying reasoning differed materially. Company-owned sources are distinguished from independent sources throughout, and every factual claim carries a platform citation ID. No product was tested, no consumer was interviewed, and no underwriting outcome was verified.

Methodology Limitations

Several limitations materially affect how this review should be used.

No sleep-apnea-specific underwriting data exists publicly. No platform located a Protective sleep-apnea underwriting guide, rate table, AHI threshold, CPAP-compliance threshold, or table-rating schedule. Every statement about Protective's sleep-apnea treatment is inferred from general underwriting materials, quoting-guide questions, or third-party compilations.

Platform research dates differ from the run date. Deepseek's response is dated 2026-01-15, eight months before the 2026-09-22 run date, and its research ran without search enabled. The other six platforms are dated 2026-09-22. Platform-reported dates are provenance metadata and do not independently prove freshness.

One key comparative source is dated. The independent comparative list placing Protective at Regular (Standard) class and Prudential at Preferred Best is described in anthropic's own conflict note as a 2022 source that may not reflect current underwriting.

Pricing is unavailable. No platform produced a bindable premium for a sleep-apnea applicant. All cited price points are benchmark scenarios from different ages, coverage amounts, and term lengths, and cannot be compared directly.

Citations are platform-reported, not independently verified. The supplied URLs were collected from platform responses and were not independently validated. Claims without a supporting citation are labeled platform-reported or unverified in this review.

Platform agreement does not establish product quality. That six platforms named Protective Life shows it is widely recognized as relevant to this use case. It does not establish that Protective will approve any particular applicant, offer a particular rate class, or price competitively for a specific sleep-apnea profile.

State availability is unresolved. Protective's consumer page states the standard Classic Choice Term product is not available in New York, while a separate professional page references New York specifications. Buyers must verify state availability for the actual application.

Sources

Company-Owned Sources

Independent Sources

  • Qualifying for Life Insurance with Sleep Apnea: https://choicelifequote.com/life-insurance-with-sleep-apnea/
  • Insurance Topics: Accelerated Underwriting: https://content.naic.org/insurance-topics/accelerated-underwriting
  • Sleep Apnea and Life Insurance: Underwriting Guide for Agents: https://getclosdai.com/blog/sleep-apnea-life-insurance
  • Life Insurance with Sleep Apnea | CPAP Compliance & Best Rates: https://insurancy.com
  • Life Insurance With Sleep Apnea - Best Comprehensive (2026: https://lifeinsureguide.com/life-insurance-with-sleep-apnea/
  • Life Insurance with Sleep Apnea — Best Rates & Carriers: https://mozdex.com/life-insurance-rates-for-sleep-apnea/
  • Prudential Life Insurance Review — Rates, Pros & Cons (2026) | Mozdex: https://mozdex.com/prudential-life-insurance-review/
  • Life Insurance with Sleep Apnea | CPAP Compliance & Best Rates: https://terminsurancebrokers.com/life-insurance-answers/high-risk-life-insurance/sleep-apnea/
  • Protective Life Insurance Company – Ratings: https://www.ambest.com/ratings/
  • How To Get Best Life Insurance With Sleep Apnea | American Term Life Insurance: https://www.americanterm.com/blog/how-to-get-best-life-insurance-for-sleep-apnea/
  • Protective Life Insurance Quote | American Term: https://www.americanterm.com/protective-life-insurance-quote/
  • Learn How To Get Life Insurance With Sleep Apnea and Compare Your Options Before You Buy: https://www.annuityexpertadvice.com/life-insurance/life-insurance-with-sleep-apnea/
  • How Sleep Apnea Impacts Life Insurance Rates and How to Get the Best Policy: https://www.keypersoninsurance.com/sleep-apnea-life-insurance-coverage/
  • Best Term Life Insurance Companies (2026: https://www.moneygeek.com/insurance/life/best/term/
  • Protective Life Insurance Review 2026: Rates, Pros & Cons: https://www.moneygeek.com/insurance/life/reviews/protective-life/
  • Radio Commercials - SelectQuote: https://www.selectquote.com
  • Additional AI research evidence109 records
    1. AI research evidence record grok:15
    2. AI research evidence record anthropic:12-1
    3. AI research evidence record google:1.1.2
    4. AI research evidence record kimi:lifeinsureguide-com
    5. AI research evidence record perplexity:c1
    6. AI research evidence record openai:c2
    7. AI research evidence record deepseek:c1
    8. AI research evidence record perplexity:c3
    9. AI research evidence record google:1.1.3
    10. AI research evidence record grok:5
    11. AI research evidence record openai:c1
    12. AI research evidence record perplexity:c4
    13. AI research evidence record perplexity:c2
    14. AI research evidence record anthropic:19-4
    15. AI research evidence record anthropic:22-5
    16. AI research evidence record anthropic:20-2
    17. AI research evidence record openai:c2
    18. AI research evidence record openai:c3
    19. AI research evidence record google:1.2.3
    20. AI research evidence record google:1.2.4
    21. AI research evidence record anthropic:10-16
    22. AI research evidence record perplexity:c6
    23. AI research evidence record openai:c1
    24. AI research evidence record anthropic:19-4
    25. AI research evidence record deepseek:c2
    26. AI research evidence record grok:15
    27. AI research evidence record perplexity:c4
    28. AI research evidence record kimi:lifeinsureguide-com
    29. AI research evidence record google:1.1.2
    30. AI research evidence record anthropic:12-1
    31. AI research evidence record perplexity:c1
    32. AI research evidence record perplexity:c3
    33. AI research evidence record google:1.1.3
    34. AI research evidence record anthropic:35-3
    35. AI research evidence record anthropic:4-1
    36. AI research evidence record anthropic:33-8
    37. AI research evidence record anthropic:30-2
    38. AI research evidence record anthropic:19-1
    39. AI research evidence record anthropic:19-15
    40. AI research evidence record anthropic:43-1
    41. AI research evidence record grok:15
    42. AI research evidence record google:1.1.2
    43. AI research evidence record perplexity:c4
    44. AI research evidence record perplexity:c6
    45. AI research evidence record google:1.2.3
    46. AI research evidence record openai:c2
    47. AI research evidence record anthropic:39-24
    48. AI research evidence record anthropic:39-4
    49. AI research evidence record anthropic:39-26
    50. AI research evidence record deepseek:c1
    51. AI research evidence record deepseek:c2
    52. AI research evidence record perplexity:c3
    53. AI research evidence record google:1.1.3
    54. AI research evidence record anthropic:12-6
    55. AI research evidence record anthropic:12-7
    56. AI research evidence record google:1.1.2
    57. AI research evidence record openai:c1
    58. AI research evidence record openai:c5
    59. AI research evidence record anthropic:19-5
    60. AI research evidence record anthropic:22-5
    61. AI research evidence record openai:c2
    62. AI research evidence record anthropic:25-4
    63. AI research evidence record anthropic:25-10
    64. AI research evidence record deepseek:c5
    65. AI research evidence record openai:c3
    66. AI research evidence record openai:c2
    67. AI research evidence record perplexity:c7
    68. AI research evidence record anthropic:19-1
    69. AI research evidence record google:1.3.2
    70. AI research evidence record openai:c1
    71. AI research evidence record anthropic:19-7
    72. AI research evidence record grok:15
    73. AI research evidence record google:1.1.2
    74. AI research evidence record anthropic:10-16
    75. AI research evidence record perplexity:c6
    76. AI research evidence record anthropic:12-1
    77. AI research evidence record perplexity:c1
    78. AI research evidence record grok:15
    79. AI research evidence record openai:c1
    80. AI research evidence record anthropic:22-5
    81. AI research evidence record openai:c5
    82. AI research evidence record anthropic:19-5
    83. AI research evidence record anthropic:19-1
    84. AI research evidence record anthropic:19-15
    85. AI research evidence record anthropic:12-6
    86. AI research evidence record google:1.1.2
    87. AI research evidence record openai:c2
    88. AI research evidence record deepseek:c1
    89. AI research evidence record perplexity:c6
    90. AI research evidence record anthropic:2-1
    91. AI research evidence record anthropic:43-1
    92. AI research evidence record google:1.1.6
    93. AI research evidence record openai:c3
    94. AI research evidence record anthropic:20-2
    95. AI research evidence record anthropic:44-6
    96. AI research evidence record anthropic:44-7
    97. AI research evidence record anthropic:39-4
    98. AI research evidence record kimi:lifeinsureguide-com
    99. AI research evidence record openai:c2
    100. AI research evidence record openai:c2
    101. AI research evidence record perplexity:c3
    102. AI research evidence record anthropic:30-2
    103. AI research evidence record anthropic:35-3
    104. AI research evidence record google:1.2.3
    105. AI research evidence record anthropic:43-1
    106. AI research evidence record openai:c3
    107. AI research evidence record anthropic:20-2
    108. AI research evidence record openai:c5
    109. AI research evidence record perplexity:c6

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
36
Ranking mentions
6 of 7
Platform share
86%
Final consensus rank
#4

Behind the findings

Platforms in this study

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

Source records

20 independent · 16 company-owned

Evidence support

28 direct · 7 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.

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