Life Insurance
Consensus Index

AI Consensus Fit Review

John Hancock Indexed Universal Life Insurance Fit Review for High-Net-Worth Individuals

John Hancock is a good, but not conclusively best, fit for high-net-worth buyers seeking indexed universal life insurance for permanent death-benefit protection, estate or legacy planning, and indexed cash-value potential.

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

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Answer Capsule

John Hancock is a good, but not conclusively best, fit for high-net-worth buyers seeking indexed universal life insurance for permanent death-benefit protection, estate or legacy planning, and indexed cash-value potential. Three of seven platforms named John Hancock during the ranking stage (deepseek, google, kimi), giving it a 42.9% share of included platform responses, an average listed rank of 4.33, and a best listed rank of 2. The strongest reason to consider it is a combination of strong reported financial-strength ratings and a single-life plus survivorship IUL lineup that includes accumulation-focused designs. The main limitation is that independent analysis says John Hancock has lost ground on fee structures, cap rates, and accumulation design relative to newer competitors, and exact charges, caps, and guarantees are not publicly verified.

Research Snapshot

FieldValue
Platform mentions in ranking stage3 of 7 platforms (deepseek, google, kimi)
Share of included platform responses42.9%
Average listed rank4.33
Best listed rank2 (kimi)
Relevant product/model/planAccumulation IUL 23; Protection IUL; Accumulation IUL; Protection Survivorship IUL; Accumulation Survivorship IUL
Overall use-case fitGood, with material verification requirements
Research date2026-09-20

Why John Hancock Qualified for This Study

Questions This Section Answers

  • Is John Hancock a good choice for Indexed Universal Life Insurance for High-Net-Worth Individuals?
  • Why did only 3 of 7 AI platforms name John Hancock in the ranking stage for high-net-worth IUL?

John Hancock qualified because it was named by three of the seven platforms during ranking discovery and because every platform that evaluated it returned a usable fit assessment. The ranking-stage mentions came from deepseek (rank 6), google (rank 5), and kimi (rank 2), producing an average listed rank of 4.33 and a best listed rank of 2. The remaining four platforms did not name John Hancock in the ranking stage, but they did produce fit-research responses, so the fit evidence base is broader than the ranking-stage count alone.

Qualification was not unanimous. The deterministic identity audit notes that official-site retrieval failed for the brand homepage, returning an HTTP 403 rather than a successful response, and that identity matching used an exact-name fallback with the reported domain retained but unverified. Company-name variants were collapsed onto one canonical brand before the minimum-mentions threshold was applied. Those normalization steps mean the ranking-stage count should be read as a discovery signal, not as a verified market-share measure.

Fit ratings were split across the seven platforms: google rated John Hancock "strong," anthropic, kimi, openai, and perplexity rated it "good," and deepseek and grok rated it "mixed." No platform rated it poor. That distribution is the basis for describing John Hancock as a credible shortlist candidate rather than a consensus leader.

The Product, Model, Plan, or Service Most Relevant to Indexed Universal Life Insurance for High-Net-Worth Individuals

Questions This Section Answers

  • Which John Hancock IUL product should a high-net-worth buyer choose for estate planning versus cash-value accumulation?
  • Is John Hancock's Accumulation IUL 23 still the current product form in 2026, or has it been replaced?

The most relevant John Hancock products for this use case are the single-life and survivorship IUL designs: Protection IUL for death-benefit emphasis, Accumulation IUL for cash-value accumulation emphasis, Protection Survivorship IUL for legacy and estate planning, and Accumulation Survivorship IUL for survivorship coverage with a stronger accumulation focus [1]. John Hancock's consumer IUL guide describes these four variants along with death-benefit, legacy, cash-value, loan, withdrawal, and Vitality concepts [1].

Product naming is a genuine conflict in the evidence. The ranking-stage product name supplied for this study is Accumulation IUL 23, but current John Hancock materials located during research referenced Accumulation IUL 26, Protection IUL 26, and Accumulation Survivorship IUL 25 [1]. One platform reported that Accumulation IUL 23 was approved in all states except South Dakota, Guam, New York, and South Carolina, based on a distributor PDF rather than an official carrier filing [2]. Another platform cited a John Hancock-hosted page stating Accumulation IUL 23 features Barclays Global MA Plus and is not approved in SD, GU, NY, and SC [3]. A separate source reported Accumulation IUL 23 launched with improved income potential and a Barclays Global MA Plus Indexed Account [4].

The currently issued form, state availability, and whether the 23-series product is still issued are unclear from the public materials reviewed [1]. Buyers should confirm the exact policy form and issue company before relying on any product name in this review.

What the AI Platforms Agreed About

Questions This Section Answers

  • Do AI platforms agree that John Hancock is financially strong enough for large high-net-worth IUL coverage?
  • What do AI platforms agree John Hancock's IUL lineup offers for estate and legacy planning?

The clearest agreement across platforms concerns financial strength. AM Best reported an A+ Superior financial-strength rating with a stable outlook for John Hancock Life Insurance Company (U.S.A.), effective December 12, 2025 [5]. Manulife reported ratings for John Hancock Life Insurance Company (U.S.A.) of AA- from S&P, Aa3 from Moody's, A+ from AM Best, and AA from Fitch as of June 30, 2026 [7]. Fitch affirmed John Hancock Life Insurance Company (U.S.A.) at AA in July 2026 [9] and affirmed John Hancock Life Insurance Company of New York at AA in July 2026 [10]. Independent reviews repeat the same rating set [11]. Ratings address insurer financial strength, not the performance or suitability of a specific policy [5].

Platforms also agreed on product breadth. Multiple platforms described a lineup spanning single-life protection, single-life accumulation, and survivorship designs [15]. Accumulation Survivorship IUL was described as purpose-built for estate tax mitigation, special needs protection, and trust-owned life insurance, and as relevant for high-net-worth couples [17]. One source reported a minimum face amount of $250,000 for survivorship products [21].

A third area of agreement is downside structure. John Hancock describes indexed-account crediting examples for Accumulation IUL, Protection IUL, and Accumulation Survivorship IUL using Nasdaq-100 data, including caps, participation rates, floors, multipliers, and indexed performance charges [22]. A cited 0% floor appeared in relevant account examples, subject to contract terms and charges [22]. One platform reported a guaranteed minimum 1% fixed-account crediting rate for Protection IUL, Accumulation IUL, and survivorship variants [23].

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Is John Hancock still competitive on IUL fees and cap rates compared with Mutual of Omaha, Securian, and Nationwide?
  • How much does John Hancock IUL cost, and are the charges publicly disclosed?

The sharpest disagreement concerns competitive positioning on cost and accumulation design. One independent review stated that John Hancock's Accumulation IUL, once among its top recommendations, "has been overtaken by carriers offering better fee structures, higher participation rates, and more competitive accumulation designs," naming Mutual of Omaha, Securian Financial, and Nationwide as having pulled ahead [24]. The same source framed this as market evolution rather than product degradation [28]. Google, by contrast, rated John Hancock "strong" and highlighted high-capacity joint-life options, ratings, Vitality integration, and index choices such as Barclays Global MA Plus [29].

Pricing is the largest evidence gap. No reliable public retail premium schedule was located, and IUL pricing is individualized by age, underwriting, death-benefit amount and option, premium pattern, state, riders, and selected guarantees [32]. One platform reported specific current charges: premium loads of 7% in year 1, 6% in years 2–10, and 2% thereafter; administrative charges of $20 per month; and indexed performance charges of 0.96% to 4.98% annually on select accounts [33]. Another platform reported indexed performance charges of 1.98% annually on the High Capped Indexed Account, 0.96% on the Nasdaq Capped Account, and 4.98% on the Enhanced High Capped Indexed Account, plus a Cash Value Enhancement rider charge of 1.25% of premiums in years 1–10 on the ECV version [34]. These figures come from producer and illustrator documents rather than a consumer-facing rate table, and they were not independently verified.

Other unresolved items: maximum issue limits, jumbo-case retention, reinsurance capacity, and underwriting treatment for a specific high-net-worth applicant were not verified in the public materials reviewed [32]. One platform reported coverage ranging from $50,000 to $65 million [35], while another reported ExpressTrack accelerated underwriting eligibility increased up to $5 million [36]. Those figures describe different things — total coverage limits versus a no-exam underwriting threshold — and should not be conflated.

Litigation history is also a documented uncertainty. John Hancock's historical Performance Universal Life policies became the subject of major class action litigation [37], and one source reported legal disputes and consumer complaints regarding performance illustrations and disclosure transparency [38]. The disclosure quality and consumer remediation status of current Accumulation IUL products were not explicitly verified [39].

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What riders and living benefits does John Hancock offer on IUL for estate and long-term-care planning?
  • How fast can John Hancock issue a large IUL policy through ExpressTrack underwriting?

John Hancock's use-case fit rests on four capability clusters: product design, indexed crediting, riders, and underwriting.

On product design, the lineup separates death-benefit emphasis from accumulation emphasis and adds survivorship variants for two-life estate planning [40]. Accumulation IUL supports a "blending up" strategy that allows buyers to raise the death benefit while maintaining high target premiums and competitive retirement income potential [41]. Accumulation IUL 23 was reported to offer improvements in pay-to-retirement cases, strong income in short-pay designs, an updated Cash Value Enhancement rider with lower charges, increased account parameters, and Vitality PLUS rewards [42].

On indexed crediting, John Hancock describes indexed accounts linked to an external index rather than direct ownership of equities [43]. A company illustration using Nasdaq-100 data showed historical credited results below the index in the example, with a 0% floor in the cited account examples; caps, participation rates, multipliers, indexed performance charges, and other parameters may affect results and may change when not guaranteed [43]. One platform reported indexed accounts linked to the S&P 500, Hang Seng, and Nasdaq-100 indices [45], and another reported a Capped Hang Seng Indexed Account providing access to international markets [46]. A separate source reported caps of 8.8% to 14% with 100% participation on some accounts [47]. John Hancock may change the Segment Cap Rate and the Participation Rate [48].

On riders, John Hancock markets optional living-benefit and protection features, including chronic-illness or long-term-care-related benefits on some products or policy forms, with availability and charges varying by product, state, underwriting, and policy form [40]. Reported riders include a Long-Term Care rider with an inflation-protection option [50], an Accelerated Benefit rider described as no-cost and accelerating up to 50% of the death benefit up to $1,000,000 [52], and a Cash Value Enhancement rider [42]. No-Lapse Guarantee was reported as automatically included with Accumulation IUL, guaranteeing policy continuation even if cash surrender value falls to zero [53]. One platform reported a 15-year no-lapse guarantee option in older designs and policy continuation to age 121 [47].

On underwriting, ExpressTrack is described as an exam- and lab-free accelerated underwriting approach with increased eligibility up to $5 million and reduced cycle times, with eligible policies potentially issued in as little as one day [54]. Vitality GO is included automatically, and Vitality PLUS is available for $2 per month [57]. One source reported Vitality Plus allows saving up to 25% on annual premium for wellness goal progress [58]. The actual discount realized depends on individual health behavior tracking and was not quantified for a typical high-net-worth client [58].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • What are John Hancock's IUL premium loads, administrative fees, and indexed performance charges?
  • Are John Hancock's IUL cap rates and participation rates guaranteed, or can the company change them?

Pricing confidence is low across platforms. No reliable public retail premium schedule was located, and IUL pricing is individualized [59]. One platform summarized pricing as unclear from the sources checked, with no verified premiums, cost-of-insurance charges, surrender charge schedules, or rider pricing for this buyer profile [60].

Where figures were reported, they came from producer or illustrator documents. Reported current premium loads were 7% in year 1, 6% in years 2–10, and 2% thereafter, with guaranteed loads higher in early years; administrative charges of $20 per month; and indexed performance charges of 0.96% to 4.98% annually on select accounts [61]. A separate platform reported monthly indexed performance charges of 0.165% (1.98% annually) on the High Capped Indexed Account, 0.080% (0.96% annually) on the Nasdaq Capped Account, and 0.415% (4.98% annually) on the Enhanced High Capped Indexed Account, with no charge assessed on the Fixed Account, Select Capped Indexed Account, Base Indexed Accounts, Barclays Global MA Classic Indexed Account, or Loaned Index Account [62]. The Cash Value Enhancement rider on Accumulation IUL ECV was reported at 1.25% of premiums in years 1–10, and because of that additional charge, AIUL ECV is expected to have lower long-term cash values than base Accumulation IUL [62].

Embedded index construction costs were disclosed in an illustration document: running costs of 0.20%–0.30% per annum and rebalancing costs of 0.02%–0.05%, deducted on the relevant trading day and reducing daily index value [63]. One platform characterized these as embedded in a non-transparent manner [63].

Contract terms reported across platforms include: premiums are flexible but must be sufficient to keep the policy in force, and inadequate funding can cause lapse [59]; surrender charges apply during early policy years and decrease over time [67]; policy loans are allowed after the first year subject to accumulated cash value sufficiency [67]; and product and rider availability varies by state [59]. One platform reported a fixed index loan interest charge guaranteed at 5% on Barclays Index loans [68], while another reported variable index loan rates capped at 15% maximum [61]. Those two figures describe different loan structures and should be verified against the specific policy form.

Illustrated values based on non-guaranteed assumptions may be more favorable than values based on guaranteed assumptions, and multiple illustrations with different Segment Growth Rates should be requested to understand policy performance under different scenarios [69].

Best Suited For

Questions This Section Answers

  • Who is John Hancock's Accumulation Survivorship IUL best suited for among high-net-worth couples?
  • Is John Hancock a good fit for a high-net-worth buyer who wants permanent death-benefit protection plus cash-value accumulation?

John Hancock is best suited for high-net-worth buyers who prioritize carrier financial strength and permanent death-benefit protection over minimizing every basis point of cost. That includes couples considering survivorship IUL for estate-liquidity or legacy planning [71], buyers seeking accumulation-oriented IUL with indexed-crediting potential plus flexible premiums, policy loans, withdrawals, and optional living-benefit features [71], and buyers who value underwriting flexibility for complex or hard-to-place risk profiles [74].

It also fits buyers interested in integrated wellness rewards alongside permanent death-benefit protection [76], and estate planning or irrevocable life insurance trust strategies requiring long-term carrier stability [78]. One platform specifically described Accumulation Survivorship IUL as tailored for high-net-worth market estate tax mitigation, special needs protection, and trust-owned life insurance [72].

The common thread is that the buyer's primary objective is insurance-based protection and legacy planning, with cash-value accumulation as a secondary benefit rather than the sole optimization target.

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose John Hancock for Indexed Universal Life Insurance for High-Net-Worth Individuals?
  • Is John Hancock a poor choice for a buyer who wants guaranteed cash-value growth or whole life insurance?

John Hancock is probably not best suited for buyers seeking transparent, universally published pricing or guaranteed cash-value growth [79]. It is also a weak fit for buyers whose primary objective is investment performance rather than insurance protection, and for buyers who prefer direct market participation, fully guaranteed premiums, or a simpler term-life structure [79].

Price-sensitive buyers focused on minimizing lifetime fees and maximizing cap rates should look elsewhere, because independent analysis indicates newer designs from Mutual of Omaha, Securian, and Nationwide now offer superior accumulation structures [80]. Buyers requiring whole life insurance are also a poor fit: John Hancock does not offer whole life, and term policies convert only to UL and IUL products [82]. Applicants seeking immediate online quotes without advisor involvement will also be frustrated, since all pricing requires advisor interaction [83].

Buyers who cannot sustain consistent long-term premium payments should avoid this structure, because IUL products are long-term commitments requiring consistent funding to perform as designed, and stopping premiums after a few years can jeopardize policy performance and guarantees [84]. Buyers needing strong early liquidity without surrender penalties are also poorly matched, given reported surrender charge periods [85].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to John Hancock for a high-net-worth buyer who wants maximum IUL cash-value accumulation?
  • When should a high-net-worth buyer choose guaranteed universal life or variable universal life instead of John Hancock IUL?

Another option may be better in several specific situations. When a competing illustration provides materially stronger guaranteed values, lower policy charges, more favorable loan provisions, or more attractive long-term non-guaranteed assumptions for the same case design, a different IUL carrier should be considered [86]. When maximizing illustrated cash value accumulation and internal rate of return is the primary goal, Mutual of Omaha, Securian Financial, and Nationwide were named as having pulled ahead on fee structures, cap rates, and accumulation design [87].

When the primary objective is predictable lifetime death-benefit protection rather than cash-value accumulation, guaranteed universal life may be more appropriate [86]. When the buyer accepts market risk and wants direct separate-account investment exposure rather than indexed-account crediting, variable universal life may fit better [86]. When the need is temporary protection and cash-value accumulation is not a priority, term insurance is more efficient [86].

For buyers who need a lifetime no-lapse guarantee extension, one platform noted that Pacific Life offers an option to extend the guarantee to lifetime on eligible policies [90]. For buyers in states where Accumulation IUL 23 is unavailable, another carrier or product variant may be necessary [91]. For buyers who want a traditional whole life policy with guarantees and dividend history, John Hancock does not offer that product [93].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a high-net-worth buyer confirm with John Hancock about policy form, state availability, and trust ownership before signing?
  • What guaranteed-versus-current illustration scenarios should a buyer request from John Hancock before committing?

Before signing, a buyer should confirm the exact policy form and issue company: whether the contract will be Accumulation IUL 23, a newer Accumulation IUL form, Protection IUL, or Accumulation Survivorship IUL [94]. They should confirm whether the selected form is available in their state and for the intended ownership structure, including an irrevocable life insurance trust or other entity [94].

They should request guaranteed and current illustrated values at years 10, 20, 30, and life expectancy under conservative, current, and adverse assumptions, and ask for multiple illustrations with different Segment Growth Rates [94]. They should obtain the exact cost-of-insurance charges, premium loads, expense charges, surrender charges, caps, participation rates, spreads, multipliers, and indexed-performance charges [94]. They should ask which indexed-account parameters are guaranteed, which can change, how often they can change, and what minimums apply [94].

They should confirm the fixed-account guaranteed rate, loan interest rate, loan type, loan spread, and treatment of borrowed versus non-borrowed values, and reconcile the reported 5% guaranteed fixed index loan charge against the reported 15% maximum variable index loan rate [94]. They should ask what premium pattern and death-benefit option are required to avoid lapse and maintain the intended estate or legacy objective [94]. They should request maximum issue limits, retention and reinsurance arrangements, underwriting requirements, and financial-disclosure requirements for the proposed coverage amount [94].

They should confirm which riders are available, what they cost, and whether they reduce the death benefit, cash value, or policy guarantees when exercised [94]. They should stress-test the policy under lower credited rates, missed premiums, withdrawals, rising loan balances, and extended poor index performance [94]. They should ask about tax consequences of withdrawals, loans, surrender, lapse, transfer, trust ownership, and modified-endowment status [94]. Finally, they should request alternatives modeled on identical assumptions, including guaranteed universal life, competing IUL products, and variable universal life [94].

Final AI Consensus Verdict

John Hancock is a good fit for Indexed Universal Life Insurance for High-Net-Worth Individuals, with material verification requirements. Three of seven platforms named it during ranking discovery, and fit ratings split between "strong" (one platform), "good" (four platforms), and "mixed" (two platforms). The strongest consensus points are reported financial-strength ratings and a broad single-life plus survivorship IUL lineup. The strongest counterweight is independent analysis stating that John Hancock has been overtaken on fee structures, cap rates, and accumulation design by Mutual of Omaha, Securian Financial, and Nationwide.

The decision should not rest on the Accumulation IUL 23 label or on marketing materials. It should turn on a current state-specific illustration, guaranteed values, charge and loan structure, large-case capacity, rider terms, and a side-by-side comparison with competing carriers using identical assumptions. Platform agreement in this study reflects how AI systems described John Hancock, not proof of product quality or superior policy performance.

How This Review Was Produced

This review synthesizes fit-research responses from seven AI platforms — openai, anthropic, deepseek, google, grok, kimi, and perplexity — collected for the topic "Best Indexed Universal Life Insurance for High-Net-Worth Individuals." The authoritative run research date is 2026-09-20. Platform-reported research dates differ: deepseek reported 2026-05-20, while the other six platforms reported 2026-09-21. Those platform dates are provenance metadata and do not independently prove freshness.

Ranking-stage mentions were counted only for platforms that named John Hancock during ranking discovery. Fit-research responses were collected from all seven platforms regardless of whether they named the entity in the ranking stage. Citations are platform-reported evidence, not independently verified facts. The supplied URLs were collected from platform responses and were not independently validated by the writer stage. No personal testing, customer experience, or independent verification was performed for this review.

Methodology Limitations

Several limitations apply. Platform-reported research dates differ from the authoritative run date, and deepseek's response is dated roughly four months earlier than the others. Official-site retrieval failed for the John Hancock homepage, returning an HTTP 403 rather than a successful response, so no official-page excerpts were available for verification. Identity matching used an exact-name fallback, and the matching reported domain was retained for downstream research but remains unverified. Company-name variants were collapsed onto one canonical brand before the minimum-mentions threshold was applied.

Product naming conflicts were not resolved: the ranking-stage name Accumulation IUL 23 conflicts with current materials referencing Accumulation IUL 26, Protection IUL 26, and Accumulation Survivorship IUL 25. Pricing, charge schedules, cap rates, participation rates, surrender schedules, and maximum issue limits were not publicly verified for this buyer profile. Reported charge figures came from producer and illustrator documents rather than consumer-facing rate tables. Litigation history regarding Performance Universal Life products is documented, but the disclosure quality and consumer remediation status of current Accumulation IUL products were not explicitly verified. Platform agreement in this study does not establish product quality, guaranteed performance, or superiority over competing carriers.

Sources

Company-Owned Sources

Independent Sources

Other Sources

  • Additional AI research evidence100 records
    1. AI research evidence record openai:c1
    2. AI research evidence record perplexity:c4
    3. AI research evidence record google:gbs_accumulation_23
    4. AI research evidence record google:nfg_brokerage_accumulation_23
    5. AI research evidence record openai:c4
    6. AI research evidence record perplexity:c1
    7. AI research evidence record openai:c5
    8. AI research evidence record grok:web:15
    9. AI research evidence record perplexity:c2
    10. AI research evidence record perplexity:c3
    11. AI research evidence record anthropic:11-1
    12. AI research evidence record anthropic:10-8
    13. AI research evidence record anthropic:5-2
    14. AI research evidence record anthropic:17-4
    15. AI research evidence record openai:c1
    16. AI research evidence record anthropic:7-1
    17. AI research evidence record anthropic:28-1
    18. AI research evidence record anthropic:30-1
    19. AI research evidence record perplexity:c5
    20. AI research evidence record anthropic:30-2
    21. AI research evidence record google:fmi_survivorship_iul
    22. AI research evidence record openai:c2
    23. AI research evidence record kimi:jh-ag-2026
    24. AI research evidence record anthropic:16-11
    25. AI research evidence record anthropic:16-7
    26. AI research evidence record anthropic:5-6
    27. AI research evidence record grok:web:6
    28. AI research evidence record anthropic:16-6
    29. AI research evidence record google:fmi_survivorship_iul
    30. AI research evidence record google:gbs_accumulation_23
    31. AI research evidence record google:accumulation_iul_blending
    32. AI research evidence record openai:c1
    33. AI research evidence record grok:web:0
    34. AI research evidence record kimi:jh-ag-2026
    35. AI research evidence record anthropic:1-2
    36. AI research evidence record anthropic:35-2
    37. AI research evidence record anthropic:23-9
    38. AI research evidence record google:john_hancock_iul_lawsuit
    39. AI research evidence record anthropic:23-7
    40. AI research evidence record openai:c1
    41. AI research evidence record google:accumulation_iul_blending
    42. AI research evidence record anthropic:34-1
    43. AI research evidence record openai:c2
    44. AI research evidence record openai:c3
    45. AI research evidence record anthropic:35-11
    46. AI research evidence record anthropic:2-4
    47. AI research evidence record grok:web:0
    48. AI research evidence record anthropic:20-4
    49. AI research evidence record openai:c6
    50. AI research evidence record anthropic:32-1
    51. AI research evidence record anthropic:32-2
    52. AI research evidence record anthropic:29-1
    53. AI research evidence record anthropic:9-23
    54. AI research evidence record anthropic:35-1
    55. AI research evidence record anthropic:35-2
    56. AI research evidence record anthropic:35-3
    57. AI research evidence record anthropic:35-12
    58. AI research evidence record anthropic:27-10
    59. AI research evidence record openai:c1
    60. AI research evidence record perplexity:c6
    61. AI research evidence record grok:web:0
    62. AI research evidence record kimi:jh-ag-2026
    63. AI research evidence record anthropic:3-13
    64. AI research evidence record anthropic:3-14
    65. AI research evidence record anthropic:20-1
    66. AI research evidence record anthropic:20-2
    67. AI research evidence record anthropic:9-23
    68. AI research evidence record google:gbs_accumulation_23
    69. AI research evidence record anthropic:20-5
    70. AI research evidence record anthropic:20-6
    71. AI research evidence record openai:c1
    72. AI research evidence record anthropic:28-1
    73. AI research evidence record openai:c6
    74. AI research evidence record anthropic:24-4
    75. AI research evidence record anthropic:35-1
    76. AI research evidence record anthropic:12-7
    77. AI research evidence record anthropic:27-10
    78. AI research evidence record anthropic:30-2
    79. AI research evidence record openai:c1
    80. AI research evidence record anthropic:16-11
    81. AI research evidence record anthropic:5-6
    82. AI research evidence record anthropic:30-6
    83. AI research evidence record anthropic:5-7
    84. AI research evidence record kimi:wgl-2026
    85. AI research evidence record kimi:ibh-hnw-2026
    86. AI research evidence record openai:c1
    87. AI research evidence record anthropic:5-6
    88. AI research evidence record anthropic:16-7
    89. AI research evidence record grok:web:6
    90. AI research evidence record kimi:pl-horizon2-2026
    91. AI research evidence record perplexity:c4
    92. AI research evidence record google:gbs_accumulation_23
    93. AI research evidence record anthropic:30-6
    94. AI research evidence record openai:c1
    95. AI research evidence record perplexity:c4
    96. AI research evidence record anthropic:20-6
    97. AI research evidence record kimi:jh-ag-2026
    98. AI research evidence record anthropic:20-4
    99. AI research evidence record google:gbs_accumulation_23
    100. AI research evidence record grok:web:0

Verify this research

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

Study date
September 20, 2026
Platforms analyzed
7
Source records
46
Ranking mentions
3 of 7
Platform share
43%
Final consensus rank
#7

Behind the findings

Platforms in this study

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

Source records

30 independent · 15 company-owned · 1 unclear

Evidence support

35 direct · 9 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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