Life Insurance
Consensus Index

AI Consensus Fit Review

Brighthouse Financial Life Insurance Fit Review for Marijuana Users

Brighthouse Financial is a mixed fit for a marijuana user seeking life insurance.

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

Share

Answer Capsule

Brighthouse Financial is a mixed fit for a marijuana user seeking life insurance. Two of the seven platforms in this study named Brighthouse during the ranking stage — Anthropic (rank 4) and Google (rank 5) — giving it an average listed rank of 4.5 and a 28.6% share of included platform responses. The strongest reason to consider it: independent sources describe Brighthouse as not automatically classifying marijuana users as tobacco smokers, with possible non-tobacco classes for infrequent use [1]. The main limitation: Brighthouse publishes no current, product-specific cannabis underwriting schedule, and the recommended SimplyFit and variable universal life products could not be confirmed as currently available [3].

Research Snapshot

FieldFinding
Platform mentions in ranking stage2 of 7 platforms (Anthropic, Google)
Share of included platform responses28.6%
Average listed rank4.5
Best listed rank4 (Anthropic)
Relevant product/model/planBrighthouse SimplyFit; Brighthouse Variable Universal Life and Universal Life products (availability disputed)
Overall use-case fitGood (2 platforms); Mixed (3 platforms); Uncertain (2 platforms) — 7 platforms analyzed
Research date2026-09-22

Why Brighthouse Financial Qualified for This Study

Questions This Section Answers

  • Is Brighthouse Financial a good choice for life insurance for a marijuana user who uses occasionally?
  • Why did only two of seven AI platforms name Brighthouse Financial for marijuana users?
  • What does Brighthouse Financial's ranking position say about its fit for marijuana users?

Brighthouse qualified because two platforms independently surfaced it as a marijuana-relevant carrier, and because independent sources describe a permissive stance on cannabis that is unusual among large U.S. carriers. Anthropic ranked it 4th and Google ranked it 5th, producing an average listed rank of 4.5 across the two naming platforms (anthropic, google). The remaining five platforms evaluated fit but did not name Brighthouse during ranking discovery, so its 28.6% platform share reflects ranking-stage visibility only, not a judgment that the other platforms rejected it.

The qualifying evidence is mixed in strength. Policygenius is cited by Anthropic as identifying Brighthouse among the best-rated marijuana-friendly life insurance companies [7]. Google cites an AM Best report in which a Brighthouse spokesman confirmed the company does not classify marijuana users as smokers, though heavy users may be rated that way or declined [9]. Google also cites a brokerage directory stating that users at 1–2 times per week can reach a Preferred Non-Tobacco class [10].

Against that, Brighthouse's own public underwriting guide addresses substance abuse, nicotine, medical history, and moving violations but does not publish a current cannabis-specific schedule [11]. A company filing states Brighthouse currently offers indexed universal life and does not currently offer variable life policies [12], which conflicts with the variable universal life product named in the ranking stage. This is a fit-review of Brighthouse only for the marijuana-user use case, not a general company assessment.

The Product, Model, Plan, or Service Most Relevant to Life Insurance for Marijuana Users

Questions This Section Answers

  • Which Brighthouse Financial product should a marijuana user ask about first — SimplyFit, SmartGuard Plus, or a universal life policy?
  • Is Brighthouse SimplyFit still available to buy in 2026?
  • Does Brighthouse Financial currently sell variable universal life policies to marijuana users?

The most relevant current Brighthouse products are SmartGuard Plus (indexed universal life) and SmartCare (permanent life with a long-term-care benefit), with SimplyFit and variable universal life named in the ranking stage but disputed. Brighthouse's current public life-insurance page presents SmartCare and SmartGuard Plus and states that life insurance is purchased through a financial professional [13]. SmartGuard Plus is an index-linked universal life policy that includes a Guaranteed Distribution Rider [14]. SmartCare is positioned as permanent life insurance with a long-term-care benefit [13].

The product picture is genuinely conflicted, and buyers should not assume any single named product is available:

  • SimplyFit. DeepSeek cites a Brighthouse SimplyFit product page describing a simplified-issue life product distributed through agents and brokers [15]. Anthropic states SimplyFit is no longer available for purchase [16]. Google states SimplyFit is not a registered or verified active Brighthouse product [17]. OpenAI could not confirm SimplyFit in current public product listings [13].
  • Variable universal life. Anthropic cites a Brighthouse page listing Variable Universal Life and Universal Life products [18]. OpenAI cites a recent Brighthouse filing stating the company does not currently offer variable life policies [19]. These cannot both be current.
  • Simplified underwriting. Brighthouse Simple Underwriting is available only for Brighthouse Premier Accumulator Universal Life (PAUL), is available in all states, and has age and face-amount eligibility limits [20]. Brighthouse says some products can use simplified underwriting with no labs or medical exams and often return an expedited response within about 24 hours for qualifying applicants [21].

Because the product names conflict, the practical step is to ask the agent which exact policy form and issuing insurer is being quoted before any application. The broader life insurance category directory lists related carrier reviews for comparison.

What the AI Platforms Agreed About

Questions This Section Answers

  • Do AI platforms agree that Brighthouse Financial offers non-smoker rates to marijuana users?
  • What do the platforms agree Brighthouse Financial requires of a marijuana user before quoting coverage?
  • Is Brighthouse Financial considered a marijuana-friendly carrier by independent reviewers?

Platforms agreed on three points: Brighthouse does not blanket-decline marijuana users, it requires purchase through a licensed financial professional, and its public materials do not publish a current cannabis underwriting schedule. That is a limited consensus built on overlapping but not identical evidence.

On marijuana-friendly status, Anthropic cites Policygenius naming Brighthouse among the best-rated marijuana-friendly companies [22], and Google cites an independent review describing MetLife and Brighthouse as taking more liberal approaches to certain lifestyle factors including recreational marijuana use [24]. On distribution, Brighthouse states its life-insurance products are purchased through a financial professional [25], and DeepSeek notes Brighthouse products including SimplyFit are typically sold through agents or brokers rather than direct online purchase [26]. On transparency, OpenAI reports that Brighthouse's underwriting guide addresses substance abuse, nicotine, medical history, and moving violations but provides no current cannabis-specific schedule [27], and Perplexity reports that reviewed official Brighthouse sources do not directly confirm marijuana-specific underwriting for SimplyFit, VUL, or UL [28].

Notably, no platform produced a Brighthouse-published cannabis frequency table. Every frequency threshold in this study traces to third-party material, not to Brighthouse.

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • What marijuana use frequency does Brighthouse Financial actually allow for preferred non-tobacco rates?
  • Does Brighthouse Financial test for THC during underwriting, or only review medical records?
  • Does Brighthouse Financial treat medical marijuana differently from recreational marijuana in underwriting?

The platforms disagreed on frequency thresholds, testing practice, and whether medical use is treated differently — and none of the conflicting figures is confirmed by Brighthouse. The table below shows the spread.

ClaimSource platformStated thresholdStatus
Preferred-plus nonsmoker possibleOpenAIUp to 4 times weeklyThird-party brokerage, undated as a current rule
Standard/preferred class possibleGrokUp to 4 times weekly, no impairment; 5+ weekly leads to Table B and up2022 chart, no 2025–2026 update found
Preferred Non-Tobacco possibleGoogle1–2 times per weekBrokerage directory
Not classified as smokersGoogleFrequency-dependent; heavy users may be rated as smokers or declinedAM Best report citing a company spokesman
No public rule locatedDeepSeek, Kimi, PerplexityNot publishedAbsence of public documentation, not a denial

On THC testing, the platforms conflict directly. Anthropic reports that Brighthouse does not screen for marijuana in urine tests unless it appears in medical records [31]. Perplexity cites a broker article stating marijuana testing is not done during the exam, while labeling it third-party and requiring carrier verification [32]. Google reports the opposite risk: if Brighthouse finds a positive marijuana result in medical records without prior admission, it may consider the applicant a heavy user [33]. These positions cannot be reconciled from the supplied evidence.

On medical versus recreational use, Google reports that Brighthouse evaluates both the underlying condition requiring the prescription and overall frequency [33], and Anthropic reports that medicinal users are considered favorably when a prescription exists and the underlying condition shows no severe impairment [31]. DeepSeek and Perplexity both report that public sources do not confirm whether medical documentation changes Brighthouse's treatment [34].

Two further conflicts matter. First, Grok cites a 2022 chart stating Brighthouse excludes policies owned by marijuana-related businesses or on the lives of people employed in the industry [36], and a SmartGuard Plus pre-qualification questionnaire is cited as excluding marijuana-related business occupations [37]. Second, Anthropic reports a pending Aquarian Capital acquisition of Brighthouse Financial, announced November 2025, shareholder-approved February 2026, with regulatory approval still pending as of September 2026 [38]. That introduces uncertainty about future underwriting standards and service continuity.

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • Does Brighthouse Financial's simplified underwriting help a marijuana user avoid a medical exam?
  • Can a Brighthouse Financial term policy be converted to permanent coverage without new underwriting?
  • What permanent coverage features does Brighthouse Financial offer a marijuana user who wants lifetime protection?

Brighthouse's most use-case-relevant capabilities are simplified underwriting on eligible products, conversion privileges from term to permanent coverage, and permanent policies with cash value or long-term-care features. None of these is a marijuana-specific benefit, and none establishes preferential cannabis underwriting.

Simplified underwriting is the clearest structural feature. Brighthouse Simple Underwriting is limited to PAUL, available in all states, and subject to age and face-amount limits [39]. Brighthouse states that some life products can use simplified underwriting with no labs or medical exams and often receive an expedited response within about 24 hours for qualifying applicants [40]. Anthropic reports PAUL simplified underwriting is available for ages 21–65 up to $2.5 million and for ages 66–75 at specified limits, generally with no labs or medical exams [41]. Whether that pathway extends to marijuana users is not stated in any supplied source.

Conversion is the second feature. Anthropic cites reviews stating Brighthouse term policies can typically be converted to Conversion Whole Life without additional underwriting or medical exam if the conversion rider is elected [42]. For a marijuana user whose current rate class is uncertain, a conversion privilege could preserve future insurability — but the same sources note conversions and renewals still require application and approval for the new policy.

Permanent product features are the third. SmartGuard Plus includes a Guaranteed Distribution Rider and lists premium, surrender, rider, cost-of-insurance, administrative, and indexed-account charges [44]. SmartCare is positioned as permanent life insurance with a long-term-care benefit [45]. Brighthouse also holds strong insurer financial-strength ratings from independent rating agencies, which supports claims-paying ability but says nothing about cannabis underwriting terms [46].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Brighthouse Financial life insurance cost per month for a marijuana user?
  • What surrender charges and premium charges apply to Brighthouse SmartGuard Plus?
  • Are Brighthouse Financial life insurance rates publicly available without an advisor?

Brighthouse does not publish marijuana-specific or product-specific premium rates, and no platform produced a verifiable quote for this buyer. Pricing confidence is low across every platform response. Anthropic cites reviews stating Brighthouse does not publish sample pricing and that all pricing requires consultation with a licensed financial advisor [47]. Perplexity reports no verified public premium quotes for SimplyFit, VUL, or UL in the reviewed sources [49]. DeepSeek reports premium is quoted after application and underwriting, with no published public rate for the target buyer [51].

Where costs are documented, they come from Brighthouse's own SmartGuard Plus materials. SmartGuard Plus publicly lists a 10% premium charge, cost-of-insurance, administrative, indexed-account, and Guaranteed Distribution Rider charges, and a surrender charge during the first 10 policy years that reaches zero at the end of that period [53]. Brighthouse universal-life materials describe cost-of-insurance charges and the possibility of changing current rates subject to contractual maximums [54]. Policy loans may accrue interest, with the SmartGuard Plus page stating loan balances may be charged interest up to 8% annually [53]. Brighthouse states that variable-product values are subject to market fluctuations and that investment-related fees and expenses may apply [55].

Contract terms are only partly documented. Anthropic reports term policies have fixed term lengths of 1, 5, 10, 20, or 30 years, are renewable and convertible with rider options, and that cancellation forfeits paid premiums [47]. Kimi reports a free-look period of 10–30 days depending on state, a two-year contestability period, and a standard incontestability clause after two years for applications with full disclosure [56]. DeepSeek reports free-look and cancellation terms are set by the policy contract and state law and were not verified in reviewed sources [51]. Perplexity reports no verified cancellation, surrender, or free-look terms for the target products [49].

For context only, Kimi cites industry-wide figures showing marijuana users classified as smokers face premiums 200%+ above non-smokers — for example, $148 versus $47 monthly for a 40-year-old woman on a $500,000 term policy [56]. That is an industry illustration, not a Brighthouse rate.

Best Suited For

Questions This Section Answers

  • Who is Brighthouse Financial actually a good fit for among marijuana users?
  • Is Brighthouse Financial worth considering for a marijuana user who wants permanent coverage rather than term?
  • What marijuana use pattern makes Brighthouse Financial most likely to be competitive?

Brighthouse is best suited to a marijuana user with light or occasional use who wants permanent coverage and is willing to work through a licensed financial professional. Every platform that rated it favorably tied that rating to moderate use plus advisor-mediated underwriting.

The recurring best-fit profile across platforms:

  • Occasional to moderate users. Anthropic describes moderate users at up to four times weekly seeking non-tobacco rates and standard or preferred classes [57]. Grok describes occasional or moderate personal use at up to four times weekly without impairment [58]. Google describes infrequent recreational users at 1–2 times per week reaching up to Preferred Non-Tobacco [59].
  • Applicants willing to use an advisor. OpenAI lists applicants willing to use a financial professional and obtain individualized underwriting before applying [60]. DeepSeek lists buyers willing to verify cannabis treatment through the agent or carrier [61].
  • Buyers wanting permanent coverage. OpenAI lists applicants specifically seeking permanent coverage with indexed universal-life or long-term-care features rather than the lowest-cost term coverage [60]. Anthropic lists buyers seeking permanent life insurance with potential cash value components [63].
  • Applicants with otherwise clean profiles. OpenAI lists applicants whose marijuana use is occasional, fully disclosed, and not accompanied by problematic medical, driving, alcohol, or other-drug history [64]. DeepSeek lists buyers whose cannabis use is minimal and whose other underwriting factors are clean [66].
  • Medically documented users. Anthropic lists medicinal marijuana users with documented prescriptions and minimal occupational or social impairment [57].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Brighthouse Financial for life insurance as a marijuana user?
  • Is Brighthouse Financial a bad choice for a heavy or daily marijuana user?
  • Does working in the cannabis industry disqualify a buyer from Brighthouse Financial coverage?

Brighthouse is probably not the right choice for heavy users, cannabis industry workers, buyers who need published cannabis rules before applying, or shoppers who want transparent online pricing. These exclusions are consistent across platforms even where the platforms disagree on thresholds.

  • Heavy or daily users. Anthropic states heavy users at five or more times weekly typically receive non-competitive rates or declines [67]. Grok states five or more times weekly or impairment leads to Table B and up [68]. Google states heavy or daily users may be rated as tobacco smokers or declined entirely [69].
  • Cannabis industry employees and owners. Grok reports no coverage for policies owned by marijuana-related businesses or on the lives of people employed in the industry, including dispensary, distribution, and grow operations [70]. Anthropic states cannabis industry employees are typically declined by most carriers including Brighthouse, with no documented exceptions [67].
  • Buyers needing published rules. OpenAI lists applicants seeking a transparent, publicly posted marijuana underwriting table as poorly suited [71]. Perplexity lists frequent or heavy users who need clearly published marijuana-friendly rules before applying [72].
  • Price-sensitive term shoppers. OpenAI lists applicants primarily seeking inexpensive term insurance [73]. Anthropic lists applicants seeking lower-cost term life insurance with minimal underwriting friction [74].
  • Direct-to-consumer applicants. Anthropic lists direct applicants seeking transparent online quotes or self-service application processes [74]. Kimi lists price-sensitive consumers who have not compared against carriers with published marijuana-friendly guidelines [75].
  • Vapers. Google reports that individuals who vape marijuana are significantly more likely to be charged smoker rates compared with other ingestion methods [76].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Brighthouse Financial for a marijuana user who needs published underwriting guidelines?
  • Should a heavy marijuana user choose a different carrier than Brighthouse Financial?
  • When is a simplified-issue or guaranteed-issue policy a better choice than Brighthouse Financial for a marijuana user?

Another carrier may be better whenever the buyer needs published cannabis rules, confirmed non-smoker rates, or faster price comparison. Platforms named specific alternatives, and those names are platform-reported rather than independently verified here.

  • When published guidelines matter. OpenAI recommends comparing another carrier that publishes or confirms more favorable cannabis underwriting for the applicant's exact frequency, method, and medical-use profile [78]. Perplexity recommends a carrier with explicit, current public marijuana underwriting rules [79]. Kimi names Lincoln Financial, Nationwide, Principal, and Prudential as carriers with published guidelines, citing Lincoln Financial Preferred Plus for up to twice monthly, Nationwide preferred-plus nontobacco for up to twice weekly with full disclosure, and Principal super-preferred for up to twice monthly [80].
  • When use is heavy. Anthropic recommends Corebridge Financial and some state-licensed carriers for heavy users at five or more times weekly [83]. Kimi recommends comparing against confirmed marijuana-friendly competitors for frequent users [80].
  • When low-cost term is the goal. OpenAI recommends a low-cost term carrier rather than permanent indexed universal life [84]. Kimi states fully underwritten term is the most affordable option for healthy users [82].
  • When approval certainty matters more than price. DeepSeek recommends guaranteed-issue or no-exam coverage when approval certainty matters more than price [85]. Kimi reports guaranteed-issue policies require no health questions but cap coverage at $25,000–$50,000 [86].
  • When speed and transparency matter. Anthropic recommends Lincoln Financial, Corebridge Financial, or Prudential for transparent online pricing and self-service comparison, and Ethos or PolicyGenius partner carriers for direct-to-consumer application [87].
  • When corporate stability matters. Anthropic notes the pending Aquarian Capital acquisition may pose service continuity concerns for buyers who value acquisition stability [88].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with Brighthouse Financial before signing a life insurance contract as a marijuana user?
  • Which Brighthouse Financial product is actually being quoted — SimplyFit, PAUL, or a universal life policy?
  • How will Brighthouse Financial classify a positive THC result found in medical records?

Verify product identity, current cannabis rules, and total cost in writing before submitting an application. The platforms produced a consistent verification list, and the conflicts above make each item material.

  1. Does Brighthouse currently accept marijuana use for the specific product and state involved [89]?
  2. How are occasional, weekly, daily, smoked, vaped, edible, and medically documented uses classified [89]?
  3. Will marijuana be rated as nonsmoker, smoker, or a separate risk class, and how is a positive THC result handled [89]?
  4. Does medical marijuana documentation help, hurt, or have no effect on underwriting [93]?
  5. How do nicotine use, vaping, cotinine results, alcohol use, other drugs, driving history, and underlying medical conditions interact with cannabis underwriting [94]?
  6. Can the agent obtain a written or informal underwriting opinion before a formal application and medical exam [89]?
  7. Is Brighthouse SimplyFit currently available, and what is its exact policy form and issuing insurer [97]?
  8. Is the proposed variable universal life product currently issued, or is the recommendation referring to a legacy product [100]?
  9. What are the guaranteed and nonguaranteed premiums, cost-of-insurance rates, rider charges, surrender charges, loan rates, and lapse assumptions [102]?
  10. Does Brighthouse Simple Underwriting apply to the exact policy being quoted, or only to PAUL [104]?
  11. Does employment in the marijuana industry disqualify coverage under the specific product [105]?
  12. Will the pending Aquarian Capital acquisition change underwriting standards, pricing, or service delivery, and when is regulatory approval expected [107]?

Final AI Consensus Verdict

Brighthouse Financial is a mixed fit for life insurance as a marijuana user. Two of seven platforms named it during ranking, at an average listed rank of 4.5, and platform fit ratings split three ways: two good, three mixed, two uncertain. The strongest positive signal is that independent sources describe Brighthouse as not automatically classifying marijuana users as tobacco smokers, with possible non-tobacco classes for infrequent use [108]. The strongest negative signal is that no Brighthouse-published cannabis underwriting schedule was located, and the named products conflict with current company disclosures [111].

AI-platform agreement here does not establish product quality or a favorable underwriting outcome. It establishes that several platforms converged on a similar reading of public and third-party material. The practical conclusion: Brighthouse merits an agent prequalification inquiry for a light or occasional user who wants permanent coverage, but it should not be selected without an informal underwriting assessment and current quotes from multiple carriers. The Life Insurance for Marijuana Users consensus index compares how other carriers scored on the same criteria.

How This Review Was Produced

This review was generated from seven platform fit-research responses collected for the Life Insurance for Marijuana Users study, dated 2026-09-22. Each platform independently evaluated whether Brighthouse Financial fits a marijuana user seeking life insurance, and each supplied its own citations, pricing notes, limitations, and verification questions. Two platforms — Anthropic and Google — named Brighthouse during the ranking stage; the other five evaluated fit without naming it in ranking discovery. Platform fit ratings were: Anthropic good, Google good, OpenAI mixed, DeepSeek mixed, Grok mixed, Kimi uncertain, and Perplexity uncertain.

All factual claims in this review are attributed to the platform that supplied them, using parenthetical citation IDs. Company-owned sources are distinguished from independent sources in the Sources section. No product was tested, no quote was obtained, and no carrier was contacted for this review.

Methodology Limitations

  • Platform-reported research dates differ from the authoritative run date. DeepSeek reported 2026-06-01; the other six platforms reported 2026-09-22. Platform-reported dates are provenance metadata and do not independently prove freshness.
  • All included platforms evaluated fit, but platform_mentions counts only platforms that named Brighthouse during ranking discovery. The 28.6% share reflects ranking visibility, not rejection by the other platforms.
  • Citations are platform-reported evidence, not independently verified facts. The supplied URLs were collected from platform responses and were not independently validated at the writing stage.
  • Conflicting product names, pricing, and capabilities were not resolved by guessing. Where sources conflict — SimplyFit availability, variable universal life availability, THC testing practice, and frequency thresholds — the conflict is described and buyers are told what to verify.
  • No current official public cannabis underwriting grid for Brighthouse was located by any platform. The most specific frequency thresholds trace to third-party material, including a 2022 chart with no 2025–2026 update found [115] and undated brokerage summaries [116].
  • DeepSeek's response was produced with search disabled, so its claims are platform-reported and require verification before being treated as current facts.
  • No individualized premium quote or marijuana-specific rate table was publicly verifiable. Pricing confidence is low across all platform responses.
  • The pending Aquarian Capital acquisition of Brighthouse Financial was reported by one platform only and its effect on underwriting standards is unknown [118].

Sources

Company-Owned Sources

  • Life Insurance Products, Types and Benefits: https://www.brighthousefinancial.com/products/life-insurance
  • Brighthouse Financial — SimplyFit Life Insurance: https://www.brighthousefinancial.com/products/simplyfit/
  • Official pricing and terms source: https://www.brighthousefinancial.com/
  • Official pricing and terms source: https://www.brighthousefinancial.com/terms-of-use/
  • Additional AI research evidence118 records
    1. AI research evidence record google:2.3.6
    2. AI research evidence record google:2.2.6
    3. AI research evidence record openai:c4
    4. AI research evidence record openai:c5
    5. AI research evidence record anthropic:citation_22
    6. AI research evidence record google:6.3.1
    7. AI research evidence record anthropic:citation_1
    8. AI research evidence record anthropic:citation_37
    9. AI research evidence record google:2.3.6
    10. AI research evidence record google:2.2.6
    11. AI research evidence record openai:c2
    12. AI research evidence record openai:c5
    13. AI research evidence record openai:c4
    14. AI research evidence record openai:c6
    15. AI research evidence record deepseek:c1
    16. AI research evidence record anthropic:citation_22
    17. AI research evidence record google:6.3.1
    18. AI research evidence record anthropic:citation_10
    19. AI research evidence record openai:c5
    20. AI research evidence record perplexity:c7
    21. AI research evidence record perplexity:c11
    22. AI research evidence record anthropic:citation_1
    23. AI research evidence record anthropic:citation_37
    24. AI research evidence record google:1.2.4
    25. AI research evidence record openai:c4
    26. AI research evidence record deepseek:c1
    27. AI research evidence record openai:c2
    28. AI research evidence record perplexity:c3
    29. AI research evidence record perplexity:c4
    30. AI research evidence record perplexity:c5
    31. AI research evidence record anthropic:citation_28
    32. AI research evidence record perplexity:c5
    33. AI research evidence record google:2.3.4
    34. AI research evidence record deepseek:c2
    35. AI research evidence record perplexity:c3
    36. AI research evidence record grok:3
    37. AI research evidence record grok:0
    38. AI research evidence record anthropic:citation_45
    39. AI research evidence record perplexity:c7
    40. AI research evidence record perplexity:c11
    41. AI research evidence record anthropic:citation_11
    42. AI research evidence record anthropic:citation_14
    43. AI research evidence record anthropic:citation_21
    44. AI research evidence record openai:c6
    45. AI research evidence record openai:c4
    46. AI research evidence record deepseek:c4
    47. AI research evidence record anthropic:citation_21
    48. AI research evidence record anthropic:citation_40
    49. AI research evidence record perplexity:c3
    50. AI research evidence record perplexity:c4
    51. AI research evidence record deepseek:c1
    52. AI research evidence record deepseek:c2
    53. AI research evidence record openai:c6
    54. AI research evidence record openai:c7
    55. AI research evidence record openai:c8
    56. AI research evidence record kimi:mg1
    57. AI research evidence record anthropic:citation_28
    58. AI research evidence record grok:3
    59. AI research evidence record google:2.2.6
    60. AI research evidence record openai:c4
    61. AI research evidence record deepseek:c1
    62. AI research evidence record openai:c6
    63. AI research evidence record anthropic:citation_10
    64. AI research evidence record openai:c1
    65. AI research evidence record openai:c2
    66. AI research evidence record deepseek:c3
    67. AI research evidence record anthropic:citation_28
    68. AI research evidence record grok:3
    69. AI research evidence record google:2.3.6
    70. AI research evidence record grok:0
    71. AI research evidence record openai:c2
    72. AI research evidence record perplexity:c3
    73. AI research evidence record openai:c4
    74. AI research evidence record anthropic:citation_21
    75. AI research evidence record kimi:wsj1
    76. AI research evidence record google:2.1.9
    77. AI research evidence record google:2.2.8
    78. AI research evidence record openai:c3
    79. AI research evidence record perplexity:c3
    80. AI research evidence record kimi:wsj1
    81. AI research evidence record kimi:best1
    82. AI research evidence record kimi:marcan1
    83. AI research evidence record anthropic:citation_28
    84. AI research evidence record openai:c4
    85. AI research evidence record deepseek:c3
    86. AI research evidence record kimi:mg1
    87. AI research evidence record anthropic:citation_21
    88. AI research evidence record anthropic:citation_45
    89. AI research evidence record openai:c2
    90. AI research evidence record perplexity:c3
    91. AI research evidence record anthropic:citation_28
    92. AI research evidence record google:2.3.4
    93. AI research evidence record deepseek:c2
    94. AI research evidence record openai:c1
    95. AI research evidence record perplexity:c1
    96. AI research evidence record anthropic:citation_11
    97. AI research evidence record openai:c4
    98. AI research evidence record anthropic:citation_22
    99. AI research evidence record google:6.3.1
    100. AI research evidence record openai:c5
    101. AI research evidence record anthropic:citation_10
    102. AI research evidence record openai:c6
    103. AI research evidence record openai:c7
    104. AI research evidence record perplexity:c7
    105. AI research evidence record grok:0
    106. AI research evidence record grok:3
    107. AI research evidence record anthropic:citation_45
    108. AI research evidence record google:2.3.6
    109. AI research evidence record google:2.2.6
    110. AI research evidence record anthropic:citation_1
    111. AI research evidence record openai:c2
    112. AI research evidence record openai:c5
    113. AI research evidence record anthropic:citation_22
    114. AI research evidence record google:6.3.1
    115. AI research evidence record grok:3
    116. AI research evidence record openai:c3
    117. AI research evidence record google:2.2.6
    118. AI research evidence record anthropic:citation_45

Independent Sources

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
42
Ranking mentions
2 of 7
Platform share
29%
Final consensus rank
#8

Behind the findings

Platforms in this study

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

Source records

26 independent · 16 company-owned

Evidence support

33 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.

Technical verification details

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

75483f92bb156f69aa565163f12ab8f17fdece713e2e2f62409656d792000602