Life Insurance
Consensus Index

AI Consensus Fit Review

Pacific Life Insurance Fit Review for Sleep Apnea

Pacific Life is a good fit for life insurance with sleep apnea when the condition is treated, well documented, and the applicant can supply sleep-study and CPAP-compliance records.

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

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Answer Capsule

Pacific Life is a good fit for life insurance with sleep apnea when the condition is treated, well documented, and the applicant can supply sleep-study and CPAP-compliance records. All seven platforms that named Pacific Life during the ranking stage placed it in their carrier lists, and it finished second overall with an average listed rank of 3.0 and a best rank of 1. The strongest reason to consider it is that Pacific Life's own underwriting guide explicitly addresses sleep apnea and indicates preferred classes may be available in best-case scenarios. The main limitation is that no sleep-apnea-specific rate table or premium is published, and uncontrolled severe cases, multiple motor-vehicle accidents, or a sleep-apnea-related license suspension may be declined.

Research Snapshot

FieldFinding
Platform mentions in ranking stage7 of 7 included platforms named Pacific Life
Share of included platform responses100% (7 of 7)
Average listed rank3.0
Best listed rank1 (anthropic)
Relevant product/model/planPL Promise Term; Pacific Life individual term life insurance subject to full underwriting
Overall use-case fitGood, not definitive — strong for controlled, documented sleep apnea; uncertain for severe or untreated cases
Research date2026-09-22

Why Pacific Life Qualified for This Study

Questions This Section Answers

  • Is Pacific Life a good choice for life insurance for sleep apnea?
  • Why did every AI platform include Pacific Life in its sleep apnea carrier rankings?

Pacific Life qualified because every platform that named a carrier in the ranking stage named Pacific Life, and because its own underwriting guide directly addresses sleep apnea rather than leaving the condition unspecified [1]. It was named by anthropic, deepseek, google, grok, kimi, openai, and perplexity — seven platforms, a 100% share of included platform responses — with ranks ranging from 1st (anthropic) to 7th (perplexity) and an average listed rank of 3.0.

The qualification is not just name recognition. Pacific Life publishes an impairment guide that states sleep apnea may require records from the diagnosing physician or treatment center, that preferred classes may be available in best-case scenarios, and that uncontrolled severe cases, multiple motor-vehicle accidents, or a sleep-apnea-related license suspension may be declined [1]. Independent reviews also singled the carrier out: Policygenius material cited by three platforms describes Pacific Life as more likely to approve severe sleep apnea and to offer lower rates than other insurers when a sleep study and CPAP compliance are documented [3].

Fit ratings were not unanimous. Anthropic, google, and grok rated Pacific Life a "strong" fit; openai and kimi rated it "good"; perplexity rated it "mixed"; and deepseek, which ran without search enabled, rated it "uncertain" because it could not verify any Pacific Life sleep-apnea underwriting guideline. That spread is itself a finding: the case for Pacific Life rests on company and independent underwriting documents, and a platform that could not retrieve them declined to endorse the fit.

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

Questions This Section Answers

  • Which Pacific Life plan should a buyer with sleep apnea choose for term coverage?
  • Does PL Promise Term offer a no-medical-exam option for a sleep apnea applicant?

PL Promise Term is the clearest product match for a consumer with sleep apnea who wants term coverage. It offers level premiums for 10, 15, 20, 25, or 30 years, a $50,000 minimum death benefit, and conversion of all or part of the death benefit to a Pacific Life universal life policy without new underwriting, generally during the level-premium period and subject to stated age and product limits [6].

Pacific Life describes three underwriting pathways: accelerated underwriting with no medical exam or attending physician statement for up to $3 million of PL Promise Term coverage for ages 18–60, generally limited to standard-or-better risk classes; a modified pathway that may use a physical and labs from the prior 12 months and supports all risk classes for eligible applicants up to age 70; and traditional underwriting [12]. The platforms disagreed about whether a sleep apnea diagnosis can use the accelerated path. Anthropic stated flatly that sleep apnea cases cannot access accelerated underwriting and must proceed through modified or traditional pathways [15]. Perplexity and openai treated no-exam eligibility as conditional, noting that sleep-apnea disclosures may trigger additional requirements or a different pathway [18]. Kimi reported that PL Promise Term includes a no-exam option but that Pacific Life's core strength for sleep apnea lies in fully underwritten products where CPAP data can be leveraged [19].

Kimi and deepseek also listed indexed universal life among the relevant products [19]. The openai research cautioned that the evidence reviewed supports PL Promise Term as the clearest match for a consumer primarily seeking term coverage, and that an indexed universal life recommendation would require separate needs and cost analysis [6].

What the AI Platforms Agreed About

Questions This Section Answers

  • Do AI platforms agree that Pacific Life underwriting favors CPAP-compliant sleep apnea applicants?
  • Is Pacific Life considered competitively priced for sleep apnea life insurance?

The clearest agreement is that Pacific Life's underwriting treats sleep apnea as a known, ratable condition rather than an automatic decline, and that documented treatment improves the outcome. Pacific Life's own guide lists sleep apnea, identifies the diagnosing physician or treatment center as a possible information source, and indicates preferred classes may be available in best-case scenarios [21]. Independent underwriting summaries cited by grok and google describe preferred rate classes for mild sleep apnea (AHI/RDI 10–30 with oxygen saturation above 80%) and for moderate-to-severe cases treated with CPAP for two years or longer [23].

A second area of agreement is pricing direction, not pricing precision. Policygenius material cited by anthropic, grok, perplexity, and google describes Pacific Life as offering some of the lowest rates for people with sleep apnea and as more likely to approve severe cases when compliance is documented [26]. Anthropic also cited an average annual premium of about $280 versus an industry average of $382, and a MoneyGeek rating of 4.2/5 with a 0.05 NAIC complaint index [31]. These are third-party review figures, not Pacific Life sleep-apnea rates, and no platform produced a sleep-apnea-specific premium.

A third agreement is financial strength. Anthropic cited an A+ AM Best rating and an AA- S&P Global rating [33]. Those ratings describe claims-paying capacity, not sleep-apnea underwriting appetite.

A fourth agreement is geographic: Pacific Life issues individual life insurance in all states except New York, and product availability and features vary by state [34].

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Can a sleep apnea applicant use Pacific Life accelerated underwriting, or is full underwriting required?
  • How much does Pacific Life cost for a sleep apnea applicant, and are sleep-apnea rates published?

The sharpest disagreement is whether sleep apnea disqualifies an applicant from accelerated underwriting. Anthropic said sleep apnea is a condition that may trigger full underwriting and that PAL+ accelerated pathways are not available for diagnosed sleep apnea applicants [37]. Perplexity said eligibility for no-exam underwriting remains conditional and may still require labs, records, or traditional underwriting [40]. OpenAI described the no-exam pathway as not a guaranteed no-medical-underwriting product, because issuance may depend on health-question answers and sleep-apnea disclosures may trigger additional requirements [43]. These positions are compatible in practice — a diagnosis routes the file to review — but they are not stated identically, and a buyer should not assume a no-exam approval.

The second uncertainty is severity thresholds. Google and grok reported specific figures: preferred classes for AHI/RDI 10–30 with oxygen saturation above 80%, and preferred treatment for moderate-to-severe cases with two or more years of CPAP use [44]. OpenAI stated that the reviewed public materials do not verify exact CPAP adherence thresholds, required sleep-study metrics, or how oral appliances and other treatments are rated [47]. Anthropic similarly noted uncertainty about Pacific Life's specific AHI thresholds per rate class and that sources reference Banner Life standards while noting Pacific Life "generally" follows a similar approach [48]. The specific numbers should be treated as platform-reported and confirmed with the carrier.

The third uncertainty is pricing. OpenAI, deepseek, perplexity, and kimi all reported that no individualized or sleep-apnea-specific premium can be verified from public materials [49]. Kimi cited general industry data suggesting sleep apnea may add 25–100%+ to standard premiums depending on severity and carrier class assignment, but that figure is not Pacific Life-specific [51].

The fourth uncertainty is product availability. OpenAI flagged that some Pacific Life product-card materials describe PL Promise Term as California-only while other materials describe non-California and California forms, so state-specific availability must be confirmed [49]. Deepseek noted that product names and options may differ by state and channel and that no single confirmed plan could be verified for this use case [50].

A fifth item is a company-credibility note raised by anthropic: a 2026 settlement regarding misleading illustrations on the Pacific Discovery Xelerator IUL product line, which anthropic said does not appear to directly affect PL Promise Term but may affect how a buyer weighs company projections [53]. This is a platform-reported item and was not corroborated by other platforms in this study.

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What sleep apnea factors does Pacific Life underwriting actually evaluate?
  • Does PL Promise Term let a buyer convert to permanent coverage without a new medical exam?

The features most relevant to a sleep apnea buyer are the underwriting pathways, the documentation the carrier may request, and the conversion right. Pacific Life's guide identifies the diagnosing physician or treatment center as a possible information source and states that preferred classes may be available in best-case scenarios [54]. Anthropic reported that Pacific Life underwrites severe sleep apnea similarly to Banner Life, offering Standard Plus to Standard rates if CPAP treatment reduces severity to mild or moderate, and that untreated severe apnea will still be considered but with rating adjustments [56].

The underwriting architecture matters because it determines how much medical evidence is required. Pacific Life describes accelerated underwriting with no medical exam or APS for up to $3 million of PL Promise Term coverage for ages 18–60, generally limited to standard-or-better risk classes; a modified pathway that may use a physical and labs from the prior 12 months and supports all risk classes for eligible applicants up to age 70; and traditional underwriting [57]. Anthropic described the same three-pathway structure as PAL+ streamlined underwriting that routes applications through the least invasive method possible [60].

Kimi reported that Pacific Life has led in accepting electronic health record data through Human API or MIB to shortcut APS requests, potentially reducing the underwriting timeline by roughly two weeks if the applicant pre-orders sleep-study and CPAP records [62]. That claim comes from an independent review site; Pacific Life itself does not publicly confirm a sleep-apnea specialization, and kimi listed this as a factual conflict [62].

Google reported that Pacific Life automatically reviews applicants for "Pacific Healthy Rewards" underwriting credits that can improve a rate by up to one premium class for favorable lifestyle and health factors [63]. No other platform in this study described that program, so it should be verified directly.

The conversion feature is the most concrete product-level benefit for this use case: PL Promise Term may allow conversion of all or part of the death benefit to a Pacific Life universal life policy without new underwriting, generally during the level-premium period and subject to stated age and product limitations [64]. Anthropic and grok both described the conversion as available before age 70 [65].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Pacific Life charge per month for PL Promise Term with sleep apnea?
  • What fees, exam costs, and post-level-term costs apply to a Pacific Life sleep apnea policy?

No individualized premium can be verified from the public materials reviewed. Pricing depends on age, coverage amount, term length, state, tobacco status, underwriting class, and medical history including sleep apnea, and Pacific Life describes PL Promise Term as competitively priced without publishing a sleep-apnea-specific rate schedule [68]. Deepseek, perplexity, and kimi reached the same conclusion from their own reviews [69]. Pricing confidence across platforms was low to moderate.

What is documented: PL Promise Term premiums are level during the selected 10-, 15-, 20-, 25-, or 30-year level-premium period; monthly, quarterly, or semiannual payment modes may cost more than annual payment based on stated modal factors; and life insurance is subject to underwriting approval and may incur policy charges depending on the selected product [68]. Anthropic reported that the accelerated death benefit rider is included at no charge with PL Promise Term and that no upfront application or processing fees were mentioned in public sources [72]. Perplexity reported that if a paramedical exam is required, Pacific Life says the exam itself costs the applicant nothing [70].

Third-party pricing figures exist but are not sleep-apnea-specific. Anthropic cited an average annual premium of about $280 versus an industry average of $382, a sample 10-year term rate for a 35-year-old female starting at $47.43 per month, and a MoneyGeek finding that term buyers save up to 20% at higher coverage amounts while universal life rates run 8–16% under market averages [74]. Kimi cited industry 20-year $500,000 term pricing ranging from about $34 per month for a 30-year-old female in fair health to $1,392 per month for a 70-year-old male using a no-exam product, explicitly noting that Pacific Life-specific rates were not disclosed [71].

Contract terms to confirm: conversion deadlines, maximum conversion age, eligible conversion products, and state-specific restrictions must be verified in the issued policy and state forms; replacing an existing policy can create costs or loss of existing benefits, and Pacific Life advises comparing the existing and proposed policies before replacement [68]. Perplexity reported that publicly reviewed materials do not provide enough detail to verify surrender, replacement, conversion, lapse, or cancellation terms for the exact policy configuration [70].

Best Suited For

Questions This Section Answers

  • Who is Pacific Life best suited for among sleep apnea life insurance buyers?
  • Is Pacific Life worth considering for a buyer with severe sleep apnea who was rated elsewhere?

Pacific Life is best suited for applicants with treated, well-controlled sleep apnea who can supply recent physician or treatment-center records, and who want level-premium term coverage with a conversion option [76]. The platforms converged on this profile: mild to moderate apnea with CPAP compliance, a completed sleep study documenting AHI and oxygen saturation, and willingness to undergo full medical underwriting [78].

It is also a reasonable candidate for applicants with severe sleep apnea who have been declined or heavily rated elsewhere, provided they have documented compliance — anthropic and google both reported that Pacific Life is more likely to approve severe cases and offer lower rates when a sleep study and CPAP compliance are on record [83]. Kimi framed the same profile as buyers with documented CPAP adherence and downloadable compliance data who want to use electronic health records to shorten the APS process [85].

Buyers who value a conversion right should weigh it: PL Promise Term may allow conversion to a Pacific Life universal life policy without new underwriting during the permitted period, which matters if health changes later [77].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Pacific Life for life insurance with sleep apnea?
  • Is Pacific Life a poor fit for a New York resident or an applicant needing guaranteed issue?

Pacific Life is probably not the best fit for applicants with uncontrolled or severe sleep apnea, multiple motor-vehicle accidents, or a license suspension related to sleep apnea, because the company's own guide states those histories may be declined [87]. It is also a poor fit for applicants who need guaranteed-issue coverage or coverage without meaningful health underwriting; Pacific Life does not appear to offer a guaranteed acceptance product, and severe or untreated apnea applicants would need to seek guaranteed issue elsewhere [88].

New York residents should look elsewhere for individual coverage, because Pacific Life issues individual life insurance in all states except New York [89]. Applicants who have not obtained a sleep study or cannot document CPAP compliance are also poorly positioned, since the favorable outcomes described by multiple platforms depend on that documentation [91].

Buyers who want online quoting and a fully digital purchase should note that Pacific Life does not provide online quotes or applications and requires working with a financial professional [94]. Buyers who want traditional whole life with guaranteed costs and cash value should also look elsewhere, because Pacific Life does not offer whole life or final expense coverage [95].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Pacific Life for a sleep apnea buyer who needs guaranteed issue coverage?
  • When would another carrier beat Pacific Life for mild or untreated sleep apnea?

Another option may be better in several specific situations. If the applicant needs guaranteed acceptance with no medical questions because of severe or uncontrolled apnea, a dedicated simplified-issue or guaranteed-issue carrier is a better fit [97]. Kimi named Gerber Life, AIG, and Colonial Penn as guaranteed-issue alternatives and Mutual of Omaha, AIG, and Fidelity Life as simplified-issue options for faster no-exam approval [98].

If the applicant has mild untreated sleep apnea, kimi reported that Mutual of Omaha or Protective may be more lenient, and that Prudential historically allows preferred rates for mild-to-moderate treated apnea that Pacific Life may not match [98]. Google and grok both cited Prudential as historically more lenient with non-compliance or higher weights [99]. If hypertension with cardiac concerns is present, kimi named Symetra or Lincoln Financial as better positioned for cardiac-marker weighting [98].

If the applicant lives in New York, Pacific Life is not an option for individual coverage and another carrier is required [101]. If the applicant wants the most competitive quote after underwriting rather than a broad-term carrier with conditional accelerated processing, perplexity advised that another insurer with a better class outcome could win after shopping [102]. OpenAI's recommendation was to obtain competing preliminary assessments before committing [103].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with Pacific Life before signing a sleep apnea life insurance contract?
  • Which documents and underwriting pathway will Pacific Life require for a sleep apnea application?

Confirm these items directly with Pacific Life or an independent broker before applying:

  • For my state, is PL Promise Term currently available, and which issuing company and form apply? [104]
  • Given my apnea severity, AHI or sleep-study results, treatment type, CPAP or oral-appliance compliance, BMI, blood pressure, and cardiovascular history, what underwriting class is reasonably expected? [105]
  • Will Pacific Life require a physician statement, treatment-center records, sleep-study report, CPAP compliance download, labs, paramedical exam, or APS? [105]
  • Would my application qualify for accelerated underwriting, or would sleep apnea route it to modified or traditional underwriting? [107]
  • What exact premiums apply for annual versus monthly billing, and what happens after the level-premium period ends? [104]
  • What are the conversion deadline, maximum conversion age, eligible conversion products, and any state-specific restrictions? [104]
  • Are the accelerated death-benefit or waiver-of-premium riders available in my state, and what charges or eligibility conditions apply? [104]
  • Does Pacific Life accept electronic CPAP compliance data, and what date range must it cover? [111]
  • Should an independent agent compare Pacific Life's preliminary offer with several carriers before submitting a formal application? [105]

Final AI Consensus Verdict

Pacific Life is a good, but not definitive, fit for life insurance with sleep apnea. All seven platforms that named a carrier in the ranking stage named Pacific Life, and it finished second overall with an average listed rank of 3.0 and a best rank of 1. The strongest evidence is company-owned: Pacific Life's underwriting guide explicitly addresses sleep apnea, may request records from the diagnosing physician or treatment center, indicates preferred classes may be available in best-case scenarios, and states that uncontrolled severe cases, multiple motor-vehicle accidents, or a sleep-apnea-related license suspension may be declined [113]. PL Promise Term supplies the product mechanics — 10- to 30-year level premiums, a $50,000 minimum death benefit, and conversion without new underwriting during the permitted period [115].

The limitations are material. No sleep-apnea-specific rate table or premium is published, and pricing confidence was low across platforms [115]. Platforms disagreed about whether sleep apnea disqualifies an applicant from accelerated underwriting [121]. Specific AHI and CPAP-duration thresholds were reported by some platforms but not verified in company materials [123]. New York residents are excluded [125]. A buyer should treat Pacific Life as a strong candidate to compare, not a guaranteed outcome, and should obtain competing preliminary assessments before committing. For the broader carrier set, see the Life Insurance for Sleep Apnea consensus index, and for adjacent condition categories see the life insurance directory.

How This Review Was Produced

This review was produced from a structured research run dated 2026-09-22 covering seven AI platforms: anthropic (claude-haiku-4-5-20251001, search enabled), deepseek (deepseek-v4-flash, search disabled), google (gemini-3.5-flash, search enabled), grok (x-ai/grok-4.3, search enabled), kimi (moonshotai/kimi-k2.6, search enabled), openai (gpt-5.6-luna, search enabled), and perplexity (perplexity/sonar, search enabled). Each platform was asked which life insurance carriers are generally worth considering for applicants with sleep apnea and why. Pacific Life was named by all seven platforms during ranking discovery, with ranks of 1 (anthropic), 2 (google), 2 (kimi), 3 (deepseek), 3 (grok), 3 (openai), and 7 (perplexity). Each platform then produced a fit assessment, product identification, pricing and terms notes, limitations, and verification questions. This article synthesizes those platform-reported outputs and the sources they cited. No independent testing, customer experience, or carrier interview was conducted.

Methodology Limitations

  • All platform outputs are platform-reported and were not independently verified. Citations are platform-reported evidence, not verified facts.
  • Deepseek ran with search disabled and reported an "uncertain" fit rating because it could not verify any Pacific Life sleep-apnea underwriting guideline. Its findings should be weighted accordingly.
  • Platform-reported research dates differ from the authoritative run date: deepseek reported 2026-01-15 while the run research date is 2026-09-22. Platform-reported dates are provenance metadata and do not independently prove freshness.
  • The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
  • No sleep-apnea-specific premium, rate class table, or approval grid was found in the reviewed materials. Pricing confidence was low across platforms.
  • Platforms disagreed on whether sleep apnea disqualifies an applicant from accelerated underwriting, and on specific AHI and CPAP-duration thresholds. These conflicts are preserved rather than resolved.
  • Product availability, forms, riders, and underwriting outcomes vary by state and applicant profile, and Pacific Life materials conflict on whether PL Promise Term is California-only in some product-card documents.
  • Platform agreement on a carrier does not prove product quality, pricing superiority, or approval likelihood for any individual applicant.
  • The 2026 settlement item regarding Pacific Discovery Xelerator IUL illustrations was reported by one platform only and was not corroborated in this study.

Sources

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Independent Sources

Other Sources

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    48. AI research evidence record anthropic:3-1
    49. AI research evidence record openai:c2
    50. AI research evidence record deepseek:c1
    51. AI research evidence record kimi:moneygeek-2026
    52. AI research evidence record deepseek:c2
    53. AI research evidence record anthropic:28-5
    54. AI research evidence record openai:c1
    55. AI research evidence record perplexity:c1
    56. AI research evidence record anthropic:3-1
    57. AI research evidence record openai:c4
    58. AI research evidence record perplexity:c2
    59. AI research evidence record perplexity:c4
    60. AI research evidence record anthropic:5-1
    61. AI research evidence record anthropic:26-3
    62. AI research evidence record kimi:lifeinsureguide-2026
    63. AI research evidence record google:cit_pl_sweet_spots
    64. AI research evidence record openai:c2
    65. AI research evidence record anthropic:10-7
    66. AI research evidence record anthropic:11-7
    67. AI research evidence record grok:web:15
    68. AI research evidence record openai:c2
    69. AI research evidence record deepseek:c1
    70. AI research evidence record perplexity:c2
    71. AI research evidence record kimi:moneygeek-2026
    72. AI research evidence record anthropic:11-6
    73. AI research evidence record perplexity:c4
    74. AI research evidence record anthropic:31-1
    75. AI research evidence record anthropic:28-1
    76. AI research evidence record openai:c1
    77. AI research evidence record openai:c2
    78. AI research evidence record anthropic:4-13
    79. AI research evidence record anthropic:37-1
    80. AI research evidence record anthropic:37-4
    81. AI research evidence record grok:web:1
    82. AI research evidence record google:cit_pl_sweet_spots
    83. AI research evidence record anthropic:4-1
    84. AI research evidence record google:cit_policygenius_apnea
    85. AI research evidence record kimi:lifeinsureguide-2026
    86. AI research evidence record anthropic:10-7
    87. AI research evidence record openai:c1
    88. AI research evidence record kimi:lifeinsureguide-2026
    89. AI research evidence record anthropic:11-3
    90. AI research evidence record anthropic:25-5
    91. AI research evidence record anthropic:37-4
    92. AI research evidence record anthropic:37-12
    93. AI research evidence record google:cit_pl_sweet_spots
    94. AI research evidence record anthropic:29-17
    95. AI research evidence record anthropic:28-5
    96. AI research evidence record anthropic:29-16
    97. AI research evidence record deepseek:c3
    98. AI research evidence record kimi:lifeinsureguide-2026
    99. AI research evidence record google:cit_carrier_sleep_apnea
    100. AI research evidence record grok:web:0
    101. AI research evidence record anthropic:11-3
    102. AI research evidence record perplexity:c6
    103. AI research evidence record openai:c1
    104. AI research evidence record openai:c2
    105. AI research evidence record openai:c1
    106. AI research evidence record perplexity:c1
    107. AI research evidence record openai:c4
    108. AI research evidence record perplexity:c2
    109. AI research evidence record anthropic:10-7
    110. AI research evidence record anthropic:11-6
    111. AI research evidence record kimi:lifeinsureguide-2026
    112. AI research evidence record perplexity:c6
    113. AI research evidence record openai:c1
    114. AI research evidence record perplexity:c1
    115. AI research evidence record openai:c2
    116. AI research evidence record anthropic:10-6
    117. AI research evidence record anthropic:10-7
    118. AI research evidence record deepseek:c1
    119. AI research evidence record perplexity:c2
    120. AI research evidence record kimi:moneygeek-2026
    121. AI research evidence record anthropic:24-2
    122. AI research evidence record openai:c4
    123. AI research evidence record google:cit_pl_sweet_spots
    124. AI research evidence record grok:web:1
    125. AI research evidence record anthropic:11-3

Verify this research

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

Study date
September 22, 2026
Platforms analyzed
7
Source records
34
Ranking mentions
7 of 7
Platform share
100%
Final consensus rank
#2

Behind the findings

Platforms in this study

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

Source records

23 independent · 10 company-owned · 1 unclear

Evidence support

17 direct · 3 partial

Keep in mind

Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.

Technical verification details

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

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