Life Insurance
Consensus Index

AI Consensus Fit Review

John Hancock Guaranteed Universal Life Insurance Fit Review

John Hancock is a mixed fit for Guaranteed Universal Life Insurance.

Research: 2026-09-207 usable platform responsesRead the methodology ↗

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Answer Capsule

John Hancock is a mixed fit for Guaranteed Universal Life Insurance. Two of seven platforms named it during ranking discovery — 28.6% of included platform responses — at an average listed rank of 6.5 and a best rank of 6. The strongest reason to consider it is carrier financial strength: AM Best rates John Hancock Life Insurance Company (U.S.A.) A+ Superior with a stable outlook [1], and multiple platforms cite A+ or equivalent ratings. The main limitation is that the exact current GUL product, its guarantee duration, state availability, and premium competitiveness are not verifiable from public sources. Platform fit ratings split: two "good," four "mixed," one "uncertain."

Research Snapshot

FieldFinding
Platform mentions in ranking stage2 of 7 platforms (deepseek, perplexity)
Share of included platform responses28.6%
Average listed rank6.5
Best listed rank6
Relevant product/model/planJohn Hancock Protection UL; UL-G 13 named by one platform; exact current GUL product unconfirmed
Overall use-case fitMixed — strong carrier, unclear product and pricing transparency
Research date2026-09-20

Why John Hancock Qualified for This Study

Questions This Section Answers

  • Why did John Hancock qualify for this guaranteed universal life insurance ranking?
  • Is John Hancock a good choice for guaranteed universal life insurance if the buyer prioritizes carrier financial strength?

John Hancock qualified because two platforms named it during ranking discovery and because its carrier-strength profile is documented across independent and company-owned sources. AM Best lists John Hancock life insurance Company (U.S.A.) at A+ Superior, financial-size category XV, with a stable outlook, effective December 12, 2025 [2]. Manulife's ratings table dated June 30, 2026 also lists John Hancock U.S. entities at A+ from AM Best [3]. Independent reviews report the same tier: A+ from AM Best, A1 or Aa3 from Moody's, AA- from S&P, and AA from Fitch [4]. One review notes John Hancock was founded in 1862, is a subsidiary of Manulife, and serves more than 3.5 million policyholders [7].

Qualification was not unanimous. Five of seven platforms did not name John Hancock in the ranking stage, and the two that did placed it at rank 7 (deepseek) and rank 6 (perplexity). The entity's final rank in the study was 10. That pattern — named by a minority of platforms, placed mid-to-low when named — is why this review treats John Hancock as a conditional option rather than a default GUL recommendation.

The Product, Model, Plan, or Service Most Relevant to Guaranteed Universal Life Insurance

Questions This Section Answers

  • Which John Hancock product should a buyer ask about for guaranteed universal life insurance?
  • Is John Hancock Protection UL the same thing as a guaranteed universal life policy?
  • What should a buyer confirm about the exact John Hancock GUL product name and policy form before applying?

The product identity is the single largest unresolved issue in this review. Platforms did not agree on what John Hancock's GUL product is called.

One platform states John Hancock's GUL product is called the UL-G 13 [8] and that John Hancock has two UL policies, Protection UL and UL-G [9], both focused on guaranteed death benefit protection [10]. Another platform describes UL-G 13 as offering coverage up to age 90 [11]. A third platform's product PDF describes "Protection UL-G" as guaranteed coverage for life or as long as needed [12]. Other platforms refer only to Protection UL or to a "current guaranteed universal life offering" that is state-dependent [13].

Protection UL is the product with the most documented detail. John Hancock states that Protection UL policies automatically include a no-lapse guarantee called Death Benefit Protection [17]. The company describes the guarantee as preventing policy default even if cash surrender value falls to zero or below, provided the Death Benefit Protection Value remains greater than zero and policy debt never exceeds the Policy Value [19]. One platform reports the maximum no-lapse guarantee duration under Death Benefit Protection is to age 121, but can be less depending on the chosen funding level, and that if the guarantee ends, higher premiums than originally illustrated may be required [20]. Another reports the maximum duration varies by gender, issue age, and risk class, with a baseline net protection value that must remain above zero [21].

Two platforms characterize Protection UL as a current-assumption universal life policy rather than a pure GUL. One states plainly that Protection UL is not a true Guaranteed Universal Life insurance product, though it offers a longer guarantee and can be more cost-effective than some GULs [22]. Another reports that Protection UL premiums solve to endow at age 121 but the baseline guarantee is to age 78 [23]. A third describes Protection UL as guaranteed for life expectancy but projected to last forever [24].

Buyers should treat the product name, policy form number, issuing entity, and guarantee duration as unconfirmed until they receive a state-specific illustration.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree on about John Hancock for guaranteed universal life insurance?
  • Is John Hancock financially strong enough for a lifetime no-lapse guarantee?

Three findings drew broad agreement across the seven platform responses.

Carrier financial strength. Every platform that addressed ratings reported a strong profile. AM Best A+ Superior with a stable outlook is documented directly [25], corroborated by Manulife's own ratings table [26], and repeated across independent reviews citing A+, A1 or Aa3, AA-, and AA [27]. One platform notes these ratings collectively confirm capacity to pay claims over the long duration of a permanent policy [29]. This is the most consistent finding in the study.

A no-lapse guarantee exists on Protection UL. John Hancock's own materials state that Protection UL automatically includes Death Benefit Protection [30], and independent producer materials repeat the same feature [32]. The guarantee is conditional on minimum premium requirements and the issuer's claims-paying ability [32].

The guarantee can terminate and cannot be reinstated. John Hancock states that premium payments, loans, withdrawals, or policy changes could potentially terminate the no-lapse guarantee [34], and that once terminated, Death Benefit Protection cannot be reinstated [35]. One independent guide generalizes this to most carriers: missing a scheduled premium or paying less than the required amount permanently voids the no-lapse guarantee [37], and calls this a structural feature of the product rather than a rounding error [38].

Agreement on these three points does not establish that John Hancock is a high-quality GUL choice. It establishes that the carrier is financially strong, that a conditional no-lapse feature exists, and that the feature is fragile by design.

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Why do AI platforms disagree about whether John Hancock is a good guaranteed universal life insurance carrier?
  • How long does John Hancock's no-lapse guarantee actually last, and why do sources conflict?

Platform fit ratings split across the study: two "good" (anthropic, grok), four "mixed" (deepseek, google, openai, perplexity), and one "uncertain" (kimi). The disagreements cluster around four issues.

Guarantee duration. Reported durations include age 90 [39], age 121 maximum subject to funding level [40], age 121 maximum varying by gender, issue age, and risk class [41], a baseline guarantee to age 78 [42], and "life expectancy but projected to last forever" [43]. These are not reconcilable from the supplied evidence. One platform notes that because John Hancock regularly updates and reprices product series, the exact baseline guarantee age varies by state filing, issue age, and funding level [41].

Product classification. One platform states Protection UL is not a true GUL [44]. Another states both Protection UL and UL-G are focused on guaranteed death benefit protection and are a good fit for GUL needs [45]. A third describes Protection UL as a current-assumption product whose lifetime death benefit is not fully contractually guaranteed independent of macroeconomic conditions [40].

Premium competitiveness. One platform reports John Hancock's average annual premium at $349, about 9% below the industry average of $382 [46], and calls it competitive for shoppers who want a financially strong company without top-tier prices [47]. Another reports Protection UL premiums are lower than currently offered GUL products [48]. But independent sources consistently name Pacific Life, Protective, Corebridge, and Banner Life as the GUL rate leaders [49], and one platform states John Hancock is not consistently the lowest-cost option [51]. One platform found no premium comparisons for John Hancock GUL at all [53]. A 10–15% spread between the best and second-best offer for the same applicant profile is described as common across GUL carriers [54].

Product availability and verification. One platform's official-site retrieval failed, leaving company claims unverified [55]. Another reports that product availability and policy forms may differ between John Hancock Life Insurance Company (U.S.A.) and John Hancock Life Insurance Company of New York and by state [56]. One platform notes some John Hancock products are not available in New York [57].

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What features does John Hancock Protection UL offer a buyer who wants a predictable lifetime death benefit?
  • Does John Hancock's Vitality program reduce guaranteed universal life insurance premiums?

Death Benefit Protection no-lapse guarantee. The core feature for this use case. John Hancock states the policy will not default even if cash surrender value falls to zero or below, provided the Death Benefit Protection Value remains greater than zero and policy debt never exceeds the Policy Value [58]. The guarantee depends on minimum premium requirements and the issuer's claims-paying ability [59].

Protection-oriented design. Protection UL is protection-oriented, which is directionally consistent with a buyer who prioritizes death-benefit guarantees over cash-value accumulation [59]. One platform notes both Protection UL and UL-G 13 are designed with minimal cash value accumulation [60]. Another notes that paying only minimum premium may forgo significant cash value accumulation [61].

Vitality wellness program. Multiple platforms describe a wellness program that can reduce premiums. One reports Vitality can meaningfully reduce premiums over time for policyholders who exercise regularly, get annual checkups, and do not smoke [62], and that John Hancock is best for active clients who want to be rewarded for healthy habits [63]. One reports Vitality PLUS is approximately $2 per month as an optional upgrade to the standard no-cost Vitality GO [64]. One platform reports Vitality PLUS can lower premiums by up to 25% [65]. One notes the program is available on UL-G 13 [66]. These figures are platform-reported and were not independently verified.

Living benefit riders. One platform reports John Hancock offers Long-Term Care and Critical Illness Benefit riders on UL-G, carrying additional fees, while competitor Corebridge includes living benefits at no additional cost on Secure Lifetime GUL 3 [67]. Another reports John Hancock added a Chronic Illness rider to Protection UL, allowing acceleration of the death benefit if certified as chronically ill [68].

LifeTrack monitoring. One platform reports LifeTrack Billing monitors Protection UL policies annually to help ensure they last as intended, though availability across all states is unclear [69].

No whole life conversion. One platform reports John Hancock does not offer whole life insurance; term policies convert only to UL and IUL products [67].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does John Hancock guaranteed universal life insurance cost per month, and are there setup or cancellation fees?
  • What fees and charges apply to a John Hancock Protection UL policy beyond the premium?

Pricing confidence is low across the study. No platform located a public, applicant-specific premium schedule for John Hancock's current GUL offering.

Reported cost figures. One platform reports an average annual premium of $349 versus an industry average of $382 [70]. One platform reports premium charges of approximately 18% of premiums, monthly administration of about $10, and face amount charges per $1,000 [71]. One platform reports Vitality PLUS at approximately $2 per month [72]. One platform reports policy loans available with interest charged at a maximum of 15% [71]. These figures come from different platforms, may describe different products or vintages, and were not reconciled.

Known cost categories. Scheduled policy premiums required to maintain the contractual no-lapse guarantee; policy charges and cost-of-insurance deductions under the issued universal-life contract; potential rider charges if optional benefits are selected; and potential surrender-value loss or surrender charges if the policy is cancelled or surrendered [73]. One platform notes surrender charges apply for early policy termination or face-amount decreases exceeding allowed thresholds during the initial policy years [74].

Contract terms. The buyer must verify the minimum premium, required premium timing, grace period, guarantee duration, and conditions that could terminate the no-lapse guarantee [73]. Free-look and cancellation rights are state-specific [73]. One platform notes grace period terms are not explicitly detailed in available sources [76]. Another notes missed premiums require catch-up provisions to restore no-lapse protection values [74].

Macroeconomic sensitivity. One platform reports John Hancock reduced the crediting rate on Protection UL by 0.30% in late 2024 due to macroeconomic conditions, meaning policyholders may need to pay higher-than-illustrated premiums to keep the policy from eventually lapsing [77]. This applies to the current-assumption structure, not to a fixed guaranteed premium.

Best Suited For

Questions This Section Answers

  • Who is John Hancock guaranteed universal life insurance best suited for?
  • Is John Hancock a good fit for a health-conscious buyer who wants to lower premiums?

John Hancock is best considered by buyers whose agent can provide a current, state-approved illustration showing a contractual lifetime or specified-age no-lapse guarantee [78]. It also suits buyers who value carrier financial strength and are willing to compare John Hancock against dedicated GUL competitors [78], and buyers who may value optional policy features beyond pure death-benefit guarantees if those features do not compromise the guarantee [78].

Platforms specifically flag health-conscious applicants. One states John Hancock is best for active clients who want to be rewarded for healthy habits [79] and that Vitality can meaningfully reduce premiums for people who exercise regularly, get annual checkups, and do not smoke [80]. Another lists health-conscious consumers who can leverage Vitality for premium discounts as a best-fit group [81]. One platform adds buyers age 50+ seeking permanent coverage without cash-value complexity, and estate planning or business succession scenarios requiring guaranteed death benefit protection [82].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose John Hancock for guaranteed universal life insurance?
  • Is John Hancock a bad choice for a cost-sensitive buyer who wants the lowest GUL premium?

Buyers whose primary objective is the lowest predictable lifetime death-benefit cost should look elsewhere first. Independent sources consistently name Pacific Life, Protective, Corebridge, and Banner Life as offering the strongest combination of GUL rates [83], and one platform states John Hancock is not consistently the lowest-cost option [85].

Buyers who need a guarantee extending to age 121 should verify carefully. One platform reports UL-G 13 covers only to age 90 [87], while competitors Pacific Life, Protective, and Corebridge offer no-lapse guarantees to age 121 [88]. Another platform reports the maximum Protection UL guarantee duration is age 121 but varies by funding level, gender, issue age, and risk class [89].

Buyers who want a clearly marketed, straightforward GUL product with readily comparable public premiums and terms are also poorly served here [91]. So are buyers seeking a whole life conversion option, since John Hancock does not offer whole life [92], and buyers primarily seeking cash-value accumulation rather than guaranteed death-benefit protection [91].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to John Hancock for a buyer who needs the lowest guaranteed premium?
  • When should a buyer choose Pacific Life, Protective, or Penn Mutual instead of John Hancock for GUL?

Choose a dedicated GUL comparison involving Protective, Pacific Life, Penn Mutual, Nationwide, or similar carriers when the priority is the lowest guaranteed premium for a specified lifetime death benefit [93]. One platform reports Pacific Life PL Promise GUL is frequently the lowest premium for permanent death benefit to age 100 [94], and Pacific Life offers return-of-premium options at years 15, 20, 25, and 35 on eligible face amounts of $50,000 and above [95]. Another reports Mutual of Omaha GULE offers explicit minimum age 80 to maximum age 120 guarantee options through its Dial-A-Guarantee feature [96]. Another reports Penn Mutual Guaranteed Protection UL is explicitly marketed with a lifetime guarantee to age 121 [97].

Consider guaranteed whole life when the buyer prefers simpler guarantees and more predictable contractual cash values, accepting that premiums may be higher [93]. Consider level term insurance when coverage is needed only for a defined period and permanent lifetime coverage is not required [93]. Consider another carrier when John Hancock cannot provide a current illustration with a clearly stated lifetime or specified-age no-lapse guarantee in the buyer's state [93]. One platform also notes that buyers wanting a strict, set-and-forget GUL with an absolute lifetime contractual guarantee to age 120+ may prefer offerings from American General/AIG or Protective [98].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with John Hancock before signing a guaranteed universal life insurance contract?
  • How does a buyer verify the John Hancock no-lapse guarantee duration and premium requirements?

Ask for the exact legal product name, policy form number, issuing John Hancock entity, and state approval status [99]. Confirm whether the guarantee is lifetime, to age 100, age 105, age 121, or another specified age [99]. Establish the exact premium that must be paid, on what schedule, and for how long to keep the no-lapse guarantee in force [99]. Identify what events or policy changes terminate or reduce the guarantee [99]. Request the guaranteed death benefit, cash value, surrender value, policy charges, and lapse values in the year-by-year illustration [99]. Confirm whether premiums are fixed and whether the insurer can change any charges or required funding under the contract [99]. Ask for total rider costs and whether riders reduce the guaranteed death benefit or increase required premiums [99]. Ask what the guaranteed value is if the policy is surrendered, reduced, exchanged, or partially withdrawn [99]. Ask how the illustration distinguishes guaranteed values from non-guaranteed assumptions [99]. Finally, compare the quoted premium with at least three competing GUL policies using the same insured profile, face amount, guarantee age, payment period, and underwriting class [99].

Additional verification points from other platforms: whether the LifeTrack annual monitoring tool is available in your state and included or optional [100]; the specific qualifying healthy behaviors in Vitality and realistic dollar savings for your age, coverage amount, and health class [101]; whether return-of-premium riders are available on UL-G 13 or Protection UL in your state [102]; and the exact grace period policy for missed or late premium payments [102].

Final AI Consensus Verdict

Mixed fit. John Hancock has a strong carrier-strength profile and documented no-lapse protection features in Protection UL materials, but the exact current GUL offering, state-specific guarantee terms, and premium competitiveness are insufficiently verifiable publicly. It is worth obtaining a quote and contract illustration, but it should not be treated as a top GUL choice without direct comparison against specialized GUL carriers.

The consensus is not that John Hancock is a poor carrier. It is that the evidence for this specific use case is incomplete. Two of seven platforms named it in ranking discovery, at an average rank of 6.5. Four platforms rated fit as "mixed," two as "good," and one as "uncertain." The strongest verified fact is the A+ AM Best rating [103]. The weakest area is product and pricing transparency: no platform located a public, applicant-specific premium schedule, and platforms disagreed on whether the relevant product is UL-G 13, Protection UL, Protection UL-G, or an unnamed state-dependent offering.

For a buyer who wants a predictable lifetime death benefit with minimal cash-value complexity, John Hancock is a reasonable candidate to quote alongside at least two dedicated GUL carriers. It is not a reasonable default.

How This Review Was Produced

This review synthesizes fit-research responses from seven AI platforms: openai, anthropic, deepseek, grok, perplexity, google, and kimi. Each platform received the same buyer prompt describing a consumer who wants permanent life insurance primarily for a predictable lifetime death benefit, places less importance on maximizing cash-value accumulation, and wants strong no-lapse guarantees, competitive premiums, a financially established carrier, and clear policy terms.

Platforms evaluated John Hancock for fit and returned structured findings covering product identity, no-lapse guarantee strength, premium competitiveness, carrier financial strength, policy terms, pricing, and verification questions. Two platforms named John Hancock during the ranking stage; all seven produced fit assessments. Fit ratings were: anthropic "good," grok "good," deepseek "mixed," google "mixed," openai "mixed," perplexity "mixed," and kimi "uncertain."

All platform responses are platform-reported and were not independently verified by the writer stage. Citations reflect the sources each platform supplied. Where a platform supplied no citation for a factual claim, that claim is labeled platform-reported. The study date is 2026-09-20.

Methodology Limitations

Platform-reported research dates differ from the authoritative run date. Six platforms reported 2026-09-21; deepseek reported 2026-01-15. These dates are provenance metadata and do not independently prove freshness.

One platform (deepseek) ran with search disabled, so its findings rest on model knowledge rather than retrieved sources. Its claims should be treated as platform-reported rather than source-verified.

Official-site retrieval for John Hancock failed with an HTTP 403 response, so the official website should be treated as an identity reference, not proof of current product availability [104].

The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Citations are platform-reported evidence, not independently verified facts.

Platforms disagreed on the product name, guarantee duration, and premium competitiveness. This review does not resolve those conflicts; it describes them and directs buyers to verify. Where evidence was missing, this review treats it as missing rather than as disagreement.

The ranking-stage label says John Hancock GUL, while publicly located materials refer to Protection UL and other protection products. Whether a currently marketed product is formally labeled GUL is unclear [105].

No applicant-specific pricing, policy illustration, current contract, or state approval record was located in the reviewed sources.

Sources

Company-Owned Sources

Independent Sources

Other Sources

  • Additional AI research evidence105 records
    1. AI research evidence record openai:c3
    2. AI research evidence record openai:c3
    3. AI research evidence record openai:c4
    4. AI research evidence record anthropic:29-1
    5. AI research evidence record anthropic:33-1
    6. AI research evidence record anthropic:35-4
    7. AI research evidence record anthropic:36-1
    8. AI research evidence record anthropic:2-8
    9. AI research evidence record anthropic:4-1
    10. AI research evidence record anthropic:4-2
    11. AI research evidence record anthropic:7-6
    12. AI research evidence record perplexity:c2
    13. AI research evidence record openai:c2
    14. AI research evidence record deepseek:c1
    15. AI research evidence record grok:1
    16. AI research evidence record kimi:platform_verification_failed
    17. AI research evidence record anthropic:10-3
    18. AI research evidence record perplexity:c3
    19. AI research evidence record anthropic:10-8
    20. AI research evidence record google:4.2.1
    21. AI research evidence record google:4.2.4
    22. AI research evidence record google:2.1.6
    23. AI research evidence record google:4.1.4
    24. AI research evidence record anthropic:6-1
    25. AI research evidence record openai:c3
    26. AI research evidence record openai:c4
    27. AI research evidence record anthropic:29-1
    28. AI research evidence record anthropic:33-1
    29. AI research evidence record anthropic:35-4
    30. AI research evidence record anthropic:10-3
    31. AI research evidence record perplexity:c3
    32. AI research evidence record openai:c1
    33. AI research evidence record google:1.1.3
    34. AI research evidence record anthropic:10-14
    35. AI research evidence record anthropic:10-15
    36. AI research evidence record perplexity:c5
    37. AI research evidence record anthropic:26-14
    38. AI research evidence record anthropic:26-17
    39. AI research evidence record anthropic:7-6
    40. AI research evidence record google:4.2.1
    41. AI research evidence record google:4.2.4
    42. AI research evidence record google:4.1.4
    43. AI research evidence record anthropic:6-1
    44. AI research evidence record google:2.1.6
    45. AI research evidence record anthropic:4-2
    46. AI research evidence record anthropic:20-1
    47. AI research evidence record anthropic:20-2
    48. AI research evidence record anthropic:6-2
    49. AI research evidence record anthropic:5-17
    50. AI research evidence record anthropic:22-3
    51. AI research evidence record deepseek:c2
    52. AI research evidence record deepseek:c4
    53. AI research evidence record kimi:topwholelife_2026
    54. AI research evidence record anthropic:26-13
    55. AI research evidence record kimi:platform_verification_failed
    56. AI research evidence record openai:c2
    57. AI research evidence record perplexity:c8
    58. AI research evidence record anthropic:10-8
    59. AI research evidence record openai:c1
    60. AI research evidence record anthropic:6-3
    61. AI research evidence record perplexity:c7
    62. AI research evidence record anthropic:22-10
    63. AI research evidence record anthropic:22-9
    64. AI research evidence record anthropic:22-8
    65. AI research evidence record google:2.2.3
    66. AI research evidence record anthropic:7-5
    67. AI research evidence record anthropic:2-8
    68. AI research evidence record google:2.2.8
    69. AI research evidence record anthropic:6-2
    70. AI research evidence record anthropic:20-1
    71. AI research evidence record grok:1
    72. AI research evidence record anthropic:22-8
    73. AI research evidence record openai:c1
    74. AI research evidence record google:4.2.1
    75. AI research evidence record deepseek:c1
    76. AI research evidence record anthropic:2-8
    77. AI research evidence record google:2.1.9
    78. AI research evidence record openai:c1
    79. AI research evidence record anthropic:22-9
    80. AI research evidence record anthropic:22-10
    81. AI research evidence record anthropic:22-8
    82. AI research evidence record anthropic:4-2
    83. AI research evidence record anthropic:5-17
    84. AI research evidence record anthropic:22-3
    85. AI research evidence record deepseek:c2
    86. AI research evidence record deepseek:c4
    87. AI research evidence record anthropic:7-6
    88. AI research evidence record anthropic:5-18
    89. AI research evidence record google:4.2.1
    90. AI research evidence record google:4.2.4
    91. AI research evidence record openai:c1
    92. AI research evidence record anthropic:2-8
    93. AI research evidence record openai:c1
    94. AI research evidence record kimi:topwholelife_2026
    95. AI research evidence record kimi:pacific_life_pl_promise
    96. AI research evidence record kimi:mutual_of_omaha_gule
    97. AI research evidence record kimi:penn_mutual_gpul
    98. AI research evidence record google:4.2.1
    99. AI research evidence record openai:c1
    100. AI research evidence record anthropic:6-2
    101. AI research evidence record anthropic:22-10
    102. AI research evidence record anthropic:2-8
    103. AI research evidence record openai:c3
    104. AI research evidence record kimi:platform_verification_failed
    105. AI research evidence record openai:c2

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Study date
September 20, 2026
Platforms analyzed
7
Source records
46
Ranking mentions
2 of 7
Platform share
29%
Final consensus rank
#10

Behind the findings

Platforms in this study

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

Source records

29 independent · 15 company-owned · 2 unclear

Evidence support

34 direct · 11 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

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