Life Insurance
Consensus Index

AI Consensus Fit Review

Banner Life Insurance Fit Review for High-Risk Occupations

Banner Life is a mixed fit for high-risk occupations.

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

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Answer Capsule

Banner Life is a mixed fit for high-risk occupations. Six of seven platforms named it during ranking discovery, with an average listed rank of 4.17 and a best rank of 2. The strongest reason to consider it is the OPTerm series: 10- to 40-year level term, conversion rights without new medical underwriting, and independent reviews calling Banner competitive on substandard table ratings. The main limitation is that no reviewed public source documents Banner's underwriting treatment of commercial fishing, logging, mining, offshore work, or hazardous construction. Buyers should treat Banner as a comparison candidate and confirm occupational classification, exclusions, and flat extras in writing before applying.

Research Snapshot

FieldFinding
Platform mentions in ranking stage6 of 7 platforms (anthropic, deepseek, google, grok, kimi, perplexity)
Share of included platform responses85.7%
Average listed rank4.17
Best listed rank2 (google)
Relevant product/model/planOPTerm Series term life insurance (10-, 15-, 20-, 25-, 30-, 35-, 40-year level terms)
Overall use-case fitMixed
Research date2026-09-22

Why Banner Life Qualified for This Study

Questions This Section Answers

  • Why did AI platforms include Banner Life in rankings for high-risk occupation life insurance?
  • Is Banner Life a mainstream carrier or a specialist in hazardous-occupation underwriting?

Banner Life qualified because six of the seven included platforms named it during ranking discovery, giving it an 85.7% mention share and an average listed rank of 4.17. Google placed it highest at rank 2; deepseek placed it lowest at rank 6. The ranking-stage description referenced "occupational risk leniency," but that characterization was not corroborated by the Banner Life or Legal & General America pages reviewed [1].

Banner Life is a mainstream, fully underwritten U.S. term carrier affiliated with Legal & General America, not a specialist high-risk market [2]. Its relevance to this use case rests on product structure and general underwriting posture rather than a published hazardous-occupation program. Independent sources describe Banner as one of several carriers that handle high-risk underwriting well, alongside Prudential, Lincoln Financial, John Hancock, and Protective Life [3]. That is a general impaired-risk observation, not occupation-specific proof.

The deterministic identity audit noted that official-site retrieval failed for one or more mentions, that company-name variants were collapsed onto one canonical brand before minimum-mentions qualification, and that a product-labeled company mention was merged using matching company-name and supplied-domain signatures. Those normalization steps affect how the mention count should be read.

The Product, Model, Plan, or Service Most Relevant to Life Insurance for High-Risk Occupations

Questions This Section Answers

  • Which Banner Life plan is most relevant for a buyer in a high-risk occupation?
  • How long can Banner Life OPTerm level premiums last for a worker in a hazardous trade?

The relevant product is the OPTerm Series, Banner's level-premium term life line. OPTerm offers 10-, 15-, 20-, 25-, 30-, 35-, and 40-year initial level-premium periods, and the policy is renewable and convertible subject to product and policy terms [4]. Independent reviews describe the same seven term lengths with coverage from $100,000 to $10 million [6].

Issue ages vary by term. Banner lists issue ages of 20–75 for OPTerm 10 and 15, with lower maximum issue ages on longer terms; OPTerm 40 is listed for ages 20–45 in non-tobacco classes and 20–40 in tobacco classes, and the minimum face amount is $100,000 [4]. One Banner disclaimer notes OPTerm 10 issue ages are 20–75 across all classes [9].

For a high-risk worker, the practical appeal is duration. A 35- or 40-year level term can cover a full working career or a mortgage horizon, which matters when income replacement needs extend past a shorter 20-year window [4]. The conversion feature lets the policyholder move to a permanent policy at the same underwriting class as the existing term policy, generally through the guaranteed level-premium period or attained age 70, whichever comes first, with special limits for policies issued at older ages [11].

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree on about Banner Life for high-risk occupation life insurance?
  • Is Banner Life OPTerm considered competitive on term length and conversion for hazardous-trade workers?

Platforms agreed on product structure and on the absence of published occupational rules. All seven platform responses describe OPTerm as a level-premium term series with long duration options, and multiple platforms cite the 10-to-40-year range [14].

They also agreed that Banner does not publish occupation-by-occupation underwriting rules. OpenAI stated that Banner's public consumer pages describe products and general underwriting but do not publish a complete occupation-by-occupation underwriting table [18]. Anthropic stated that no publicly available occupational rating guidelines, flat extra schedules, or specific occupation classes are disclosed [15]. Perplexity stated that the sources checked do not clearly verify a published Banner rule set for commercial fishing, logging, mining, offshore work, or other hazardous occupations [19]. Kimi stated that no source confirms Banner has established actuarial data or pricing structures calibrated for specific high-risk occupations [22].

A third area of agreement is that Banner's underwriting process explicitly reviews occupation. Banner's field guide instructs that Quick Quote requests include occupation, foreign travel, and hazardous hobbies [23], and Banner's underwriting page states that underwriting considers employment, lifestyle, medical information, driving records, and other risk information [18]. Google reported that Banner allows a rating reduction or removal after the insured works in a less hazardous role for at least one year, typically processed on the policy anniversary [25].

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Do AI platforms disagree about whether Banner Life is lenient for hazardous occupations?
  • Is Banner Life's occupational-risk leniency verified or just a ranking-stage claim?

Fit ratings diverged. Google and Grok rated Banner a "good" fit; OpenAI, Anthropic, and Perplexity rated it "mixed"; DeepSeek and Kimi rated it "uncertain." That split is the clearest signal in this study: no majority of platforms endorsed Banner as a strong occupational-risk carrier.

The core disagreement is whether Banner is lenient for hazardous occupations. Grok cited an independent review stating Banner is often more lenient with occupational risks and listed it among options for commercial fishermen [27]. Google cited an independent source calling Banner a go-to company for high-risk applicants because of liberal underwriting guidelines [28]. Against that, DeepSeek stated the ranking-stage "occupational risk leniency" label is not corroborated by the Banner Life or Legal & General America pages reviewed and should be treated as unverified [29]. Kimi reached the same conclusion [31].

Two additional conflicts are unresolved. First, sources disagree on smoker pricing: one review claims Banner offers competitive rates to smokers, while MoneyGeek states Banner's rates are less competitive for smokers [32]. Second, no independent verification was found of whether Banner's Standard Plus baseline for rated cases materially improves pricing for occupational ratings compared with other carriers [33].

Banner's own materials show that elevated-risk activity can be handled with an exclusion. The February 2026 underwriting field guide shows aviation risk may require an aviation exclusion rider in specified circumstances [36], and a Banner aviation case study shows case-by-case handling with possible exclusions [37]. That demonstrates Banner can underwrite some elevated-risk activities, but it does not establish treatment of the occupations in this use case.

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What Banner Life OPTerm features matter most for a buyer in a hazardous occupation?
  • Does Banner Life offer conversion or rating-reduction options that help high-risk workers?

The features most relevant to this use case are term length, conversion, coverage ceiling, and rating-reduction mechanics.

Term length and coverage: OPTerm spans seven level-premium periods from 10 to 40 years, with a $100,000 minimum face amount [38]. Independent reviews put the maximum coverage at $10 million [39]. Banner states eligible applicants may obtain up to $5 million with instant approval [42], and its underwriting page describes accelerated-underwriting limits up to $5 million [43]. One Banner field guide describes reduced-requirement eligibility for face amounts up to $5,000,000 for ages 20–60 and $500,000 for ages 61–70 [44]. These figures come from different documents and should be confirmed for the specific applicant.

Conversion: OPTerm can convert to a universal life policy at the same underwriting class as the existing term policy, generally through the guaranteed level-premium period or attained age 70, whichever comes first [45]. This matters for a worker whose health or occupational risk may change.

Rating reduction: Google reported that Banner will consider removing or reducing an occupational or hazard rating after the insured has been in a less hazardous role for at least one year [48]. This is a platform-reported finding from Banner materials and should be confirmed in the issued policy.

Optional riders: Banner lists an Accelerated Death Benefit rider, Term Rider, Children's Rider, and Waiver of Premium rider [50]. The Waiver of Premium specification requires qualifying total disability, generally after six continuous months, and ends at attained age 65; rider availability and terms vary by state and underwriting class [45]. One independent review lists an optional child rider as low as $27.50 per year [51].

Accelerated underwriting limits for this use case: Banner routes cases with risk complexities to traditional underwriting, and the field guide specifies that occupation and hazardous hobbies are reviewed and may disqualify applicants from simple instant decisions [52]. Google also reported that applications anticipating a substandard rating are submitted on a cash-on-delivery basis and cannot collect initial premiums [54].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Banner Life OPTerm cost per month for a high-risk occupation applicant?
  • What fees and contract terms apply to a Banner Life OPTerm policy?

No occupation-specific Banner premium or surcharge could be verified from public sources. Banner's published examples are illustrative and assume excellent health or preferred underwriting characteristics, not hazardous employment [55]. A case-specific quote and formal underwriting decision are required.

Published sample rates, for context only: $8.58 per month for a 20-year-old female, 10-year term, $100,000 face amount, nonsmoker, excellent health [57]; and roughly $37–$46 per month for a 40-year-old, 20-year term, $500,000 face amount, nonsmoker, excellent health [58]. These are not quotes for a high-risk worker.

Known fees and contract terms:

  • Annual policy fee of $90 for Banner Life and $80 for William Penn, per Banner's consumer protection document [60]. Banner's legal disclosures state published sample premiums include a $90 annual policy fee [56].
  • Initial premiums are level only during the selected term period; after that period, premiums increase annually to age 95 if coverage remains in force [61].
  • The policy is renewable and convertible, subject to policy terms and stated conversion limits [61].
  • Two-year contestability and suicide provisions apply [61].
  • Free-look, lapse, reinstatement, and state-specific cancellation terms should be confirmed in the issued policy [61].
  • Optional rider premiums, including Waiver of Premium, are not quantified for this buyer in the reviewed public materials [61].
  • Any occupation-specific flat extra or administrative charge is unclear [61].

For market context, one independent source describes typical flat extra ranges by occupation tier, from $0 for office workers to $4.00–$7.50 per $1,000 of coverage for loggers and tree surgeons [62]. That is a general market range, not a Banner Life rate.

Best Suited For

Questions This Section Answers

  • Who is Banner Life OPTerm best suited for among high-risk occupation buyers?
  • Is Banner Life worth considering for a healthy worker in a hazardous trade who wants a long level term?

Banner Life is best suited for a healthy applicant in a hazardous occupation who wants individually underwritten term coverage and can obtain a competitive offer after case-specific review [63]. The strongest candidates are workers whose actual duties, safety controls, travel pattern, and work environment are acceptable to Banner's underwriters.

It also fits applicants who need 20-, 30-, 35-, or 40-year level-premium term coverage and who value a conversion option that preserves their underwriting class [65]. Workers who may eventually move into a less hazardous role have a documented path to request a rating reduction after one year in the safer job [67].

Buyers who want to compare a mainstream, broker-distributed, fully underwritten term carrier before deciding are also reasonable candidates, provided they are willing to complete medical underwriting and request an individual quote rather than rely on a simplified-issue product [69].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Banner Life for life insurance in a high-risk occupation?
  • Is Banner Life a poor fit for a buyer who needs guaranteed acceptance or published occupational guidelines?

Banner Life is probably not the best fit for applicants seeking a publicly documented occupational-risk program or guaranteed acceptance based on occupation [71]. No reviewed public source establishes such a program.

It is also a weak fit for applicants whose work involves unusually high exposure — offshore or remote work, frequent work at height, underground mining, commercial fishing at sea, or logging — unless Banner confirms acceptability and any exclusions or surcharges in writing [73]. Banner's own aviation example shows that elevated-risk activity can trigger an exclusion rider [73].

Buyers who need guaranteed-issue or simplified-issue coverage because fully underwritten carriers decline or heavily rate the application should look elsewhere, recognizing that coverage limits and pricing may be less favorable [75]. Buyers who need permanent death-benefit protection rather than a fixed-term policy are also outside OPTerm's core design, though conversion is available [77].

Finally, buyers who need rapid approval without detailed occupational assessment, or who want explicit published guidance on occupational rating classes before applying, will find Banner's process slow and opaque [72].

When Another Option May Be Better

Questions This Section Answers

  • When is a better alternative to Banner Life needed for a high-risk occupation applicant?
  • Which carrier types should a hazardous-trade buyer compare against Banner Life OPTerm?

Another option may be better in four situations.

First, when another carrier has a documented underwriting niche for the buyer's exact occupation and offers standard or preferred treatment without an exclusion or large flat extra [79]. Carrier selection is described as the single largest variable in outcomes for high-risk applicants, and applying to carriers without occupational underwriting experience produces declines or conservative pricing [80].

Second, when the buyer works offshore, underground, at extreme heights, or in a role involving frequent aviation, diving, explosives, or remote access and needs a carrier willing to assess those duties explicitly [81]. One independent source notes that extreme-risk occupations such as active combat military or saturation diving typically face outright decline or require specialist Lloyd's of London brokers [83].

Third, when the buyer needs guaranteed-issue or simplified-issue coverage because fully underwritten carriers decline or heavily rate the application [85]. One independent source notes that Transamerica is cited as strong for smokers and hazardous occupations, while Banner is recognized for competitive pricing and long term lengths [87].

Fourth, when the buyer needs permanent death-benefit protection rather than a fixed-term policy [88]. Buyers who want highly structured permanent insurance designs may also find Banner's advantage is centered on term products [87].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with Banner Life before signing a high-risk occupation policy?
  • Which Banner Life underwriting details must be confirmed in writing before applying?

The platforms converged on a similar verification list. Before applying, confirm:

  1. Will Banner consider the exact job title and actual duties at standard rates, with a flat extra, with an exclusion, or only through a different product [89]?
  2. Does Banner distinguish between onshore and offshore work, inland and ocean commercial fishing, surface and underground mining, and different logging or construction duties [89]?
  3. Are work at height, confined spaces, explosives, heavy equipment, diving, aviation, remote locations, or international travel subject to exclusions or additional premiums [90]?
  4. Will the proposed policy pay the full death benefit if death results from the insured's normal occupational duties? Request the answer in writing and review the policy endorsement [89].
  5. Is accelerated underwriting available for this occupation, and will the case be moved to full underwriting if the automated process cannot assess the risk [92]?
  6. What exact flat extra, table rating, exclusion, or premium adjustment applies to the buyer's occupation and requested coverage amount [89]?
  7. Which term lengths and face amounts remain available at the buyer's age, tobacco status, health class, and occupational rating [89]?
  8. What are the conversion deadline, available permanent products, conversion pricing basis, and restrictions on conversion after an occupational change [95]?
  9. Are Waiver of Premium and Accelerated Death Benefit available in the buyer's state and at the offered underwriting class [95]?
  10. How do Banner's final offer and exclusions compare with at least two independently quoted carriers that have experience with the buyer's exact occupation [89]?

Final AI Consensus Verdict

Banner Life is a mixed fit for life insurance in high-risk occupations. Six of seven platforms named it during ranking discovery, and the OPTerm series offers genuine structural advantages: 10- to 40-year level terms, a $100,000 minimum face amount, conversion without new medical underwriting, and a documented path to request a rating reduction after moving to a less hazardous role [98].

The limitation is decisive for this use case. No reviewed public source documents Banner's underwriting treatment of commercial fishing, logging, mining, offshore work, or hazardous construction, and Banner's own materials show that elevated-risk activity can be handled with an exclusion rider [101]. Platform fit ratings split across good, mixed, and uncertain, with no majority endorsing Banner as an occupational-risk specialist.

The practical conclusion: treat Banner Life as a comparison candidate, not a default. Obtain a preliminary underwriting assessment through an independent agent, request the occupational classification and any exclusion or flat extra in writing, and compare the final offer against at least two carriers with experience in the buyer's exact occupation. For a broader view of how carriers were ranked for this use case, see the Life Insurance for High-Risk Occupations consensus index, and browse the wider life insurance category directory.

How This Review Was Produced

This review synthesizes seven platform responses collected for the topic "Best Life Insurance for High-Risk Occupations" using the research date 2026-09-22. Each platform evaluated Banner Life's fit for a consumer in an occupation involving elevated physical risk. Six of seven platforms named Banner Life during ranking discovery, producing an 85.7% mention share, an average listed rank of 4.17, and a best listed rank of 2.

Platform fit ratings were: google and grok "good"; openai, anthropic, and perplexity "mixed"; deepseek and kimi "uncertain." All platform outputs are labeled platform-reported and were not independently verified. Company-owned citations materially outnumber independent citations in the supplied catalog, so company claims should not be read as independently confirmed.

Methodology Limitations

  • Platform-reported research dates differ from the authoritative run date of 2026-09-22. DeepSeek reported 2026-06-11; the other six platforms reported 2026-09-23. Platform-reported dates are provenance metadata and do not independently prove freshness.
  • All included platforms evaluated fit, but the platform mention count reflects only platforms that named Banner Life during ranking discovery.
  • The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
  • Company-owned citations materially outnumber independent citations; company claims are not independently verified.
  • The deterministic identity audit noted that official-site retrieval failed for one or more mentions, that company-name variants were collapsed onto one canonical brand before minimum-mentions qualification, and that a product-labeled company mention was merged using matching company-name and supplied-domain signatures.
  • DeepSeek ran without search enabled, so its findings rest on model knowledge rather than retrieved pages.
  • No reviewed public source provides occupation-specific Banner underwriting rules, flat extra schedules, or exclusion terms for the occupations in this use case.
  • Banner's public materials describe different policyholder and availability figures on separate pages; those differences do not resolve the buyer's occupation-specific underwriting question.
  • AI-platform agreement does not prove product quality, pricing competitiveness, or claim-payment outcomes for any specific occupation.

Sources

Company-Owned Sources

Independent Sources

  • Best Life Insurance for High-Risk Jobs - AccuQuote: https://accuquote.com/best-life-insurance-for-high-risk-jobs/
  • High-Risk Life Insurance Companies: The Best Options for 2026 - CB Acker Associates: https://cbackerassociates.com/high-risk-life-insurance-companies/
  • Banner Life Insurance Review 2026: Rates & Ratings: https://ogletreefinancial.com/blog/banner-life-insurance-company-review/
  • Banner Life Insurance Review 2026: Rates, Policies, and What Physicians Should Know: https://physiciansthrive.com/life-insurance/banner-life-insurance/
  • Banner Life Insurance Review 2026: Rates, Policies, and What Physicians Should Know: https://physiciansthrive.com/life-insurance/banner-life/
  • Life Insurance for High-Risk Jobs: Blue-Collar Trades Complete Guide | ShieldPath: https://shieldpath.org/blog/life-insurance-for-high-risk-jobs-blue-collar-trades-guide
  • Life Insurance for High Risk Jobs: 2026 Complete Guide | Trust My Policy: https://trustmypolicy.com/life-insurance-for-high-risk-jobs/
  • Can You Get a $2 Million Dollar Life Insurance Policy With No Medical Exam?: https://www.diversifiedquotes.com/2-million-dollar-no-medical-exam-life-insurance/
  • Life Insurance for High Risk Occupations | We Specialize in This: https://www.diversifiedquotes.com/life-insurance-for-high-risk-occupations/
  • Top Life Insurance Companies Revealed | Pricing and Ratings: https://www.jrcinsurancegroup.com/top-life-insurance-companies/
  • High-Risk Life Insurance: Get Covered Despite Health, Occupation, Or Lifestyle: https://www.lifeinsure.com/high-risk-life-insurance/
  • How Much Does Term Life Insurance Cost? (2026 Rates: https://www.moneygeek.com/insurance/life/rates/term-life-insurance-cost/
  • Banner Life Insurance Review 2026: Pricing, Pros & Cons: https://www.moneygeek.com/insurance/life/reviews/banner-life/
  • Banner Life Insurance Buyer's Guide: Our Independent Review: https://www.riskquoter.com/company-reviews/banner-life-insurance-company/
  • High Risk Life Insurance: Coverage for Medical Conditions: https://www.riskquoter.com/high-risk-life-insurance/
  • Banner Life Insurance Company Review: https://www.rootfin.com/banner-life-insurance-review/
  • Dangerous Occupations Life Insurance - Simple Protection: https://www.simpleprotection.co.uk/life-insurance/occupations/dangerous-occupations/
  • Additional AI research evidence102 records
    1. AI research evidence record deepseek:c1
    2. AI research evidence record deepseek:c2
    3. AI research evidence record anthropic:31-3
    4. AI research evidence record openai:c1
    5. AI research evidence record openai:c2
    6. AI research evidence record anthropic:1-6
    7. AI research evidence record anthropic:2-1
    8. AI research evidence record google:1.3.2
    9. AI research evidence record perplexity:c5
    10. AI research evidence record anthropic:1-1
    11. AI research evidence record openai:c7
    12. AI research evidence record anthropic:1-15
    13. AI research evidence record anthropic:1-16
    14. AI research evidence record openai:c1
    15. AI research evidence record anthropic:1-1
    16. AI research evidence record perplexity:c1
    17. AI research evidence record google:1.3.2
    18. AI research evidence record openai:c3
    19. AI research evidence record perplexity:c2
    20. AI research evidence record perplexity:c3
    21. AI research evidence record perplexity:c6
    22. AI research evidence record kimi:diversifiedquotes-1
    23. AI research evidence record anthropic:29-2
    24. AI research evidence record anthropic:29-3
    25. AI research evidence record google:1.3.3
    26. AI research evidence record google:1.4.6
    27. AI research evidence record grok:web:17
    28. AI research evidence record google:1.1.2
    29. AI research evidence record deepseek:c1
    30. AI research evidence record deepseek:c2
    31. AI research evidence record kimi:diversifiedquotes-1
    32. AI research evidence record anthropic:1-1
    33. AI research evidence record anthropic:5-10
    34. AI research evidence record anthropic:5-11
    35. AI research evidence record anthropic:5-12
    36. AI research evidence record openai:c4
    37. AI research evidence record perplexity:c8
    38. AI research evidence record openai:c1
    39. AI research evidence record anthropic:1-6
    40. AI research evidence record anthropic:2-1
    41. AI research evidence record google:1.3.2
    42. AI research evidence record openai:c6
    43. AI research evidence record openai:c5
    44. AI research evidence record anthropic:29-11
    45. AI research evidence record openai:c7
    46. AI research evidence record anthropic:1-15
    47. AI research evidence record anthropic:1-16
    48. AI research evidence record google:1.3.3
    49. AI research evidence record google:1.4.6
    50. AI research evidence record openai:c2
    51. AI research evidence record anthropic:1-1
    52. AI research evidence record google:1.3.7
    53. AI research evidence record google:1.4.1
    54. AI research evidence record google:1.1.3
    55. AI research evidence record openai:c2
    56. AI research evidence record openai:c8
    57. AI research evidence record anthropic:1-1
    58. AI research evidence record anthropic:19-1
    59. AI research evidence record anthropic:21-7
    60. AI research evidence record anthropic:9-4
    61. AI research evidence record openai:c7
    62. AI research evidence record kimi:trustmypolicy-1
    63. AI research evidence record openai:c1
    64. AI research evidence record openai:c2
    65. AI research evidence record openai:c7
    66. AI research evidence record anthropic:1-15
    67. AI research evidence record google:1.3.3
    68. AI research evidence record google:1.4.6
    69. AI research evidence record deepseek:c1
    70. AI research evidence record deepseek:c2
    71. AI research evidence record openai:c1
    72. AI research evidence record anthropic:1-1
    73. AI research evidence record openai:c4
    74. AI research evidence record perplexity:c8
    75. AI research evidence record kimi:fidelitylife-1
    76. AI research evidence record kimi:accuquote-1
    77. AI research evidence record openai:c7
    78. AI research evidence record anthropic:19-2
    79. AI research evidence record openai:c1
    80. AI research evidence record kimi:diversifiedquotes-1
    81. AI research evidence record openai:c4
    82. AI research evidence record perplexity:c8
    83. AI research evidence record google:1.2.2
    84. AI research evidence record google:1.2.9
    85. AI research evidence record kimi:fidelitylife-1
    86. AI research evidence record kimi:accuquote-1
    87. AI research evidence record google:1.2.4
    88. AI research evidence record openai:c7
    89. AI research evidence record openai:c1
    90. AI research evidence record openai:c4
    91. AI research evidence record perplexity:c8
    92. AI research evidence record openai:c3
    93. AI research evidence record google:1.3.7
    94. AI research evidence record kimi:trustmypolicy-1
    95. AI research evidence record openai:c7
    96. AI research evidence record anthropic:1-16
    97. AI research evidence record kimi:diversifiedquotes-1
    98. AI research evidence record openai:c1
    99. AI research evidence record openai:c7
    100. AI research evidence record google:1.3.3
    101. AI research evidence record openai:c4
    102. AI research evidence record perplexity:c8

Verify this research

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Study date
September 22, 2026
Platforms analyzed
7
Source records
38
Ranking mentions
6 of 7
Platform share
86%
Final consensus rank
#2

Behind the findings

Platforms in this study

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

Source records

18 independent · 20 company-owned

Evidence support

32 direct · 6 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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