Life Insurance
Consensus Index

AI Consensus Fit Review

Pacific Life Insurance Fit Review for Cigarette Smokers

Pacific Life is a good, but not conclusively best, fit for a current cigarette smoker seeking U.S.

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

Share

Answer Capsule

Pacific Life is a good, but not conclusively best, fit for a current cigarette smoker seeking U.S. life insurance. Four of seven platforms named Pacific Life during the ranking stage, with an average listed rank of 6.5 and a best rank of 4. The strongest reason to consider it is that PL Promise Term explicitly supports Preferred Tobacco and Standard Tobacco underwriting classes, offers 10- to 30-year level premiums, and allows conversion without new underwriting. The main limitation is pricing opacity: Pacific Life does not publish smoker-specific premiums, and independent sources identify Protective Life and Prudential as more competitively priced for smoker term rates. Exact costs, tobacco-class thresholds, and state availability must be verified before purchase.

Research Snapshot

FieldFinding
Platform mentions in ranking stage4 of 7 platforms (google, grok, openai, perplexity)
Share of included platform responses57.1%
Average listed rank6.5
Best listed rank4 (openai)
Relevant product/model/planPL Promise Term with Preferred Tobacco or Standard Tobacco underwriting
Overall use-case fitGood, with meaningful verification requirements
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 cigarette smokers?
  • Why did Pacific Life qualify for this cigarette smoker life insurance study?

Pacific Life qualified because it explicitly underwrites tobacco users rather than declining them on tobacco grounds, and because four of seven platforms named it during ranking discovery. Its PL Promise Term product lists Preferred Tobacco and Standard Tobacco risk classes, giving a current cigarette smoker more than one possible tobacco-class outcome [1]. Pacific Life also appears in independent agent and underwriting resources used for tobacco-user cases [4].

The qualification is not a quality endorsement. Platform mentions measure how often an AI system surfaced the carrier for this buyer prompt, not how competitive its smoker pricing is. Kimi, which did not name Pacific Life in its ranking stage, rated the carrier's fit as "uncertain" and noted its absence from 2026 "best for smokers" rankings [5]. The other six platforms rated the fit "good."

The Product, Model, Plan, or Service Most Relevant to Life Insurance for Cigarette Smokers

Questions This Section Answers

  • Which Pacific Life plan should a cigarette smoker choose for term life insurance?
  • Does Pacific Life PL Promise Term accept current cigarette smokers?

PL Promise Term is the product every platform tied to this use case. It is level-premium term life insurance with 10-, 15-, 20-, 25-, or 30-year premium periods, a $50,000 minimum death benefit, and monthly premium availability [7]. Pacific Life's product material lists Preferred Tobacco and Standard Tobacco classes alongside non-tobacco classes [8].

Conversion is the feature platforms highlighted most consistently. PL Promise Term can be converted to PL Promise Conversion UL during the level-premium period up to age 70 without additional underwriting approval, receiving an equivalent risk class under the cited product materials [7]. Pacific Elite Term also allows conversion, though with a shorter window [13].

Pacific Life's individual product lineup also includes universal life and indexed universal life, but no traditional whole life [14]. Several industry guides describe Pacific Life as offering "whole life" for smokers; that appears to be outdated or imprecise messaging, since the current lineup does not include a pure whole life product [14].

What the AI Platforms Agreed About

Questions This Section Answers

  • Do AI platforms agree that Pacific Life is a good fit for cigarette smokers?
  • What features do reviewers consistently credit Pacific Life with for smokers?

Six of seven platforms rated Pacific Life a "good" fit for cigarette smokers; kimi rated it "uncertain." The strongest agreement covers tobacco risk classes and conversion flexibility.

On tobacco classes, platforms converged: Pacific Life publicly documents Preferred Tobacco and Standard Tobacco underwriting classes for term coverage [16]. Google's response added that Pacific Life maps these to Preferred Nicotine and Standard Nicotine terminology [20].

On conversion, openai, anthropic, grok, google, and kimi all described a conversion path from term to permanent coverage without new medical underwriting [21].

On underwriting process, openai and anthropic both described accelerated underwriting for eligible applicants, with openai citing up to $3 million of coverage without a medical exam for ages 18–60 at Standard or better risk classes [25].

On the relevance of smoking to price, the independent NAIC material cited by openai confirms that life underwriting may consider tobacco status along with age, health status, gender, and occupation [27]. This supports the buyer's expectation that cigarette use materially affects classification and premiums, though it does not establish Pacific Life's exact smoker surcharge.

Where the AI Platforms Disagreed or Were Uncertain

Platforms disagreed most on price competitiveness and on how Pacific Life's smoker rates compare with specialist carriers.

Anthropic stated that independent sources consistently identify Protective Life and Prudential as more competitively priced for smoker term rates, while Pacific Life is noted for competitive permanent policies for smokers [28]. Grok took the opposite position, reporting that Pacific Life tends to offer the most competitive smoker rates among large carriers, with sample preferred smoker rates competitive with Banner Life and Symetra [31]. These two platform-reported positions conflict and neither is independently verified.

Kimi reported that Pacific Life does not appear in any independent 2026 "best life insurance for smokers" ranking it reviewed, and that its smoker pricing is not publicly benchmarked [33]. That is an absence-of-evidence finding, not proof of poor pricing.

Geographic labeling is inconsistent across Pacific Life's own pages. One public product page identifies PL Promise Term as California-only, while other Pacific Life materials show non-California forms and describe broader availability [35]. Pacific Life states it is licensed in all states except New York, where an affiliate issues policies [37].

Tobacco-class thresholds are not fully disclosed. Public materials identify Preferred Tobacco and Standard Tobacco but do not clearly define cigarette-use thresholds, nicotine-testing rules, waiting periods after quitting, or treatment of occasional smoking [39]. Perplexity found a secondary source claiming non-smoker reclassification after 12 months tobacco-free, but could not confirm it in Pacific Life's own materials [42].

One platform-reported pricing detail conflicts with the general pattern: google reported an annual policy fee of $60 and modal loading factors for non-annual payments [43], while openai and perplexity found no separately verified policy or application fees [40]. Buyers should confirm fees in the state-specific illustration.

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What features make Pacific Life PL Promise Term suitable for a current cigarette smoker?
  • Does Pacific Life offer no-exam coverage for smokers?

The features most relevant to a cigarette smoker are tobacco risk classes, term-length flexibility, conversion without new underwriting, and accelerated underwriting eligibility.

Tobacco risk classes: PL Promise Term lists Preferred Tobacco and Standard Tobacco, so a current smoker is rated rather than excluded [45]. Google reported that cigarette use within 12 months results in a tobacco class, and that occasional cigars (≤12 per year, negative cotinine, no cigarettes) may qualify for Non-Tobacco rates [47]. Google also reported that e-cigarettes and vaping are underwritten as tobacco use [48].

Term flexibility: 10-, 15-, 20-, 25-, or 30-year level-premium periods, with a $50,000 minimum death benefit [49]. Pacific Elite Term carries a $750,000 minimum and 10-, 20-, or 30-year terms [50].

Conversion: conversion to universal life without a new medical exam, available during the level-premium period up to age 70 under the cited materials [49].

Accelerated underwriting: openai described accelerated underwriting for eligible PL Promise Term applicants, including up to $3 million of coverage without a medical exam for ages 18–60 at Standard or better risk classes [54]. Anthropic described the same pathway as Pacific Accelerated Life+ (PAL+) and noted MoneyGeek ranked Pacific Life first for best no-exam life insurance [55]. Perplexity found that Pacific Life's public underwriting page does not clearly state smoker-specific eligibility for no-exam paths [57].

Substandard table ratings: google reported that Pacific Life charges +20% per table rating versus an industry standard of +25%, which would lower the cost for smokers with additional health issues [58]. This is a single-platform, platform-reported claim.

Return-of-premium rider: anthropic cited MoneyGeek describing Pacific Life as the only provider offering a return-of-premium rider guaranteeing 85% of premiums back on early surrender [60]. This claim appears in an indexed universal life review context, not a smoker-specific one.

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Pacific Life PL Promise Term cost per month for a cigarette smoker?
  • Are there setup, policy, or cancellation fees with Pacific Life term life insurance?

No platform found a publicly verifiable smoker premium table for Pacific Life. Pricing confidence was rated low by openai, deepseek, perplexity, and kimi, and moderate by anthropic and grok (openai, deepseek, perplexity, kimi, anthropic, grok platform responses).

Known cost elements from the supplied evidence:

  • Premiums vary by tobacco class, age, sex, face amount, term length, health, and state [61].
  • Google reported an annual policy fee of $60 and modal loading factors of 0.51 semi-annual, 0.26 quarterly, and 0.085 monthly [63].
  • PL Promise Term has no surrender charge according to Pacific Life's product-at-a-glance material [61].
  • Pacific Life states that life insurance may incur monthly policy charges; the amount and applicability should be confirmed in the state-specific policy and illustration [61].
  • Optional riders may add cost; the specific charge depends on the rider and state (openai, anthropic platform responses).

Sample figures in the supplied evidence are inconsistent and use different parameters. Grok cited sample preferred smoker rates around $118–$152 monthly for a 40-year-old, $500,000, 20-year term [65]. Anthropic cited non-smoker sample rates of $28.42 monthly for males and $24.00 for females on a 20-year, $500,000 term policy, with smoker premiums approximately 100%+ higher (anthropic platform response). Kimi cited independent 2026 comparisons showing State Farm at $66/month and Guardian Life at $170/month for a 40-year-old male smoker with $500,000/20-year term, with Pacific Life's comparable pricing unavailable [66]. These figures are not directly comparable and none is a Pacific Life smoker quote.

Contract terms: level premiums apply for the selected 10-, 15-, 20-, 25-, or 30-year period; conversion is available during the level-premium period up to age 70; coverage is subject to application approval, underwriting, policy terms, and timely premium payment [67]. Perplexity noted that renewal, lapse, and cancellation terms were not fully verified in the gathered sources (perplexity platform response).

Best Suited For

Questions This Section Answers

  • Who is Pacific Life best suited for among cigarette smokers?
  • Is Pacific Life PL Promise Term a good fit for a smoker who wants conversion flexibility?

Pacific Life is best suited for cigarette smokers who want individually underwritten term coverage and value conversion flexibility. The platforms converged on these buyer profiles:

  • Smokers seeking 10-, 15-, 20-, 25-, or 30-year level-premium term coverage with a $50,000 minimum death benefit (openai, anthropic, google platform responses).
  • Applicants who value conversion to permanent coverage without new underwriting before age 70 [69].
  • Smokers aged 18–60 who may qualify for accelerated underwriting at Standard or better risk classes [72].
  • Smokers in the Preferred Tobacco class — good health apart from smoking — seeking competitive permanent coverage pricing (anthropic platform response).
  • Buyers who will work through a licensed financial professional and compare quotes across carriers [74].
  • Smokers with additional mild health conditions who may benefit from the reported +20% per table substandard structure [75].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Pacific Life for life insurance as a cigarette smoker?
  • Is Pacific Life a poor fit for smokers who want the lowest possible premium?

Pacific Life is probably not the best fit for several buyer profiles, based on platform-reported limitations:

  • Smokers prioritizing the absolute lowest term rates. Anthropic cited Protective Life and Prudential as more competitively priced for smoker term life [77]. Kimi cited State Farm, Transamerica, and Mutual of Omaha as more affordable [80].
  • Buyers seeking guaranteed-issue or no-underwriting coverage (openai, deepseek platform responses).
  • Applicants who need to see exact smoker premiums published online before applying. Pacific Life does not support online quotes or digital applications; applicants must select a licensed financial professional [82].
  • Smokers in New York, where Pacific Life Insurance Company states it is not licensed to issue these products; an affiliate issues policies instead [84].
  • Applicants seeking pure whole life coverage; Pacific Life offers term and universal life, not traditional whole life [86].
  • Vapers or e-cigarette users expecting non-tobacco rates; Pacific Life treats e-cigarettes as tobacco use [87].
  • Applicants with multiple significant health impairments who may need a specialized impaired-risk carrier (deepseek platform response).

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Pacific Life for a smoker who needs the lowest premium?
  • When should a cigarette smoker choose a different carrier instead of Pacific Life?

Another carrier may be better in these situations, drawn from platform-reported alternatives:

  • Lowest premium is the priority. Protective Life, Prudential, and Legal & General America were cited as more competitive on smoker term price [88]. State Farm, Transamerica, and Mutual of Omaha were cited as more affordable in independent 2026 comparisons [90].
  • Guaranteed-issue or simplified-issue coverage is needed. Mutual of Omaha was cited as specializing in graded-benefit policies [91].
  • No-exam coverage is required. Guardian Life was cited as offering up to $3 million without an exam [90].
  • The buyer is an occasional cigar or smokeless tobacco user who may qualify for non-smoker rates. North American was cited as more lenient on occasional tobacco classification (anthropic platform response).
  • The buyer has complex health issues in addition to smoking. Prudential and Corebridge Financial were noted for flexible underwriting on smokers with other health conditions (anthropic platform response).
  • The buyer resides in New York and prefers dealing with the parent company directly [92].
  • The buyer wants a pure whole life product rather than term or universal life [93].
  • The buyer is 56 or older; Mutual of Omaha was cited for competitive term rates in that age segment [91].

These alternatives are platform-reported and were not independently benchmarked against Pacific Life for identical profiles. The comparison that matters is a same-profile quote from multiple carriers.

Questions to Verify Before Buying

Platforms converged on a similar verification list. Buyers should confirm:

  • For my state, is PL Promise Term available, and which exact policy form applies? [94]
  • How does Pacific Life define Preferred Tobacco versus Standard Tobacco for cigarette smokers? (openai, deepseek platform responses)
  • How are occasional smoking, vaping, nicotine replacement products, cigars, marijuana, and recent quitting treated? (openai, google platform responses)
  • What premium would apply at each available tobacco class for my requested face amount and term? (openai, kimi platform responses)
  • Will cotinine or other nicotine testing be used, and what happens if the test conflicts with the application? (openai, anthropic platform responses)
  • Am I eligible for accelerated underwriting, and could my tobacco use or health history require an exam or laboratory testing? [96]
  • What is the exact conversion deadline, what product is available on conversion, and how will premiums change? (openai, anthropic platform responses)
  • Are any riders available in my state, and what additional premiums or charges do they create? (openai, anthropic platform responses)
  • What are the grace-period, lapse, reinstatement, free-look, and cancellation terms? (openai, deepseek platform responses)
  • If I quit smoking, what is Pacific Life's reclassification policy and timeline for moving to Non-Tobacco rates? (anthropic, perplexity platform responses)
  • Can an independent agent obtain comparable smoker quotes from multiple carriers using the same application information? (openai, deepseek platform responses)

Final AI Consensus Verdict

Pacific Life is a good, but not conclusively best, fit for a current cigarette smoker seeking U.S. life insurance. Six of seven platforms rated the fit "good"; kimi rated it "uncertain." Four of seven platforms named Pacific Life during ranking discovery, with an average listed rank of 6.5 and a best rank of 4.

The case for Pacific Life rests on documented tobacco risk classes, broad term-length options, conversion without new underwriting, and accelerated underwriting eligibility for some applicants. The case against treating it as the automatic choice rests on pricing opacity, conflicting platform reports on smoker-rate competitiveness, unresolved state-availability labeling, and the absence of an independently verified Pacific Life smoker premium comparison.

Platform agreement here reflects how AI systems described the carrier, not proof of product quality or price leadership. Buyers should obtain same-profile quotes from Pacific Life and at least two or three competing carriers before deciding. For a broader view of how carriers compare for this buyer, see the Life Insurance for Cigarette Smokers consensus index, and browse the wider life insurance category directory.

How This Review Was Produced

This review synthesizes fit-research responses from seven AI platforms, each asked which life insurance carriers are generally worth considering for a current cigarette smoker and why. Four platforms named Pacific Life during the ranking stage: google (rank 7), grok (rank 5), openai (rank 4), and perplexity (rank 10). Anthropic, deepseek, and kimi evaluated Pacific Life's fit but did not name it in their ranking stage.

Platform responses were collected on the run research date of 2026-09-22. Each platform supplied its own citations, which are reproduced as platform-reported evidence. No platform performed independent verification of Pacific Life's rates, underwriting rules, or product availability. The supplied URLs were collected from platform responses and were not independently validated by the writer stage.

Methodology Limitations

  • Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts.
  • Platform-reported research dates differ from the authoritative run date. Deepseek reported a research date of 2026-01-15; all other platforms reported 2026-09-22. Platform-reported dates are provenance metadata and do not independently prove freshness.
  • All seven included platforms evaluated fit, but the platform-mentions count reflects only platforms that named Pacific Life during ranking discovery.
  • Conflicting product names, pricing, and capabilities were not resolved by guessing. Where platforms disagreed, the conflict is described and buyers are told what to verify.
  • No independently verified Pacific Life smoker premium comparison was found in the supplied evidence.
  • Pacific Life's public pages are not fully consistent about geographic labeling for PL Promise Term.
  • Public materials do not clearly define cigarette-use thresholds, nicotine-testing rules, or waiting periods after quitting.
  • Underwriting guidelines, product forms, rates, and state approvals can change; the research year is 2026.
  • The official Pacific Life page excerpt retrieved for this study was marked retrieved-not-verified and contained only navigation-level content.

Sources

Company-Owned Sources

  • Pacific Life Individuals — Life Insurance Products and Underwriting Classes: https://www.pacificlife.com/home/individuals.html
  • Life Insurance for Smokers | Progressive: https://www.progressive.com/answers/life-insurance-for-smokers/
  • Additional AI research evidence97 records
    1. AI research evidence record openai:c2
    2. AI research evidence record openai:c3
    3. AI research evidence record anthropic:citation_6
    4. AI research evidence record deepseek:c2
    5. AI research evidence record kimi:moneygeek-2026
    6. AI research evidence record kimi:investopedia-2026
    7. AI research evidence record openai:c2
    8. AI research evidence record openai:c3
    9. AI research evidence record anthropic:citation_7
    10. AI research evidence record perplexity:c3
    11. AI research evidence record grok:web:10
    12. AI research evidence record anthropic:citation_9
    13. AI research evidence record anthropic:citation_10
    14. AI research evidence record anthropic:citation_11
    15. AI research evidence record kimi:pacificlife-products
    16. AI research evidence record openai:c3
    17. AI research evidence record perplexity:c3
    18. AI research evidence record grok:web:10
    19. AI research evidence record anthropic:citation_6
    20. AI research evidence record google:1.2.1
    21. AI research evidence record openai:c2
    22. AI research evidence record anthropic:citation_9
    23. AI research evidence record google:1.2.4
    24. AI research evidence record kimi:pacificlife-products
    25. AI research evidence record openai:c4
    26. AI research evidence record anthropic:citation_2
    27. AI research evidence record openai:c5
    28. AI research evidence record anthropic:citation_12
    29. AI research evidence record anthropic:citation_13
    30. AI research evidence record anthropic:citation_14
    31. AI research evidence record grok:web:0
    32. AI research evidence record grok:web:4
    33. AI research evidence record kimi:moneygeek-2026
    34. AI research evidence record kimi:investopedia-2026
    35. AI research evidence record openai:c6
    36. AI research evidence record openai:c1
    37. AI research evidence record anthropic:citation_16
    38. AI research evidence record google:2.2.5
    39. AI research evidence record openai:c2
    40. AI research evidence record openai:c3
    41. AI research evidence record deepseek:c1
    42. AI research evidence record perplexity:c12
    43. AI research evidence record google:2.2.3
    44. AI research evidence record perplexity:c10
    45. AI research evidence record openai:c3
    46. AI research evidence record perplexity:c3
    47. AI research evidence record grok:web:5
    48. AI research evidence record google:2.1.3
    49. AI research evidence record openai:c2
    50. AI research evidence record anthropic:citation_7
    51. AI research evidence record google:2.1.8
    52. AI research evidence record anthropic:citation_9
    53. AI research evidence record google:1.2.4
    54. AI research evidence record openai:c4
    55. AI research evidence record anthropic:citation_2
    56. AI research evidence record anthropic:citation_11
    57. AI research evidence record perplexity:c10
    58. AI research evidence record google:1.2.5
    59. AI research evidence record google:2.2.5
    60. AI research evidence record anthropic:citation_17
    61. AI research evidence record openai:c3
    62. AI research evidence record deepseek:c1
    63. AI research evidence record google:2.2.3
    64. AI research evidence record openai:c4
    65. AI research evidence record grok:web:0
    66. AI research evidence record kimi:moneygeek-2026
    67. AI research evidence record openai:c2
    68. AI research evidence record google:1.2.4
    69. AI research evidence record openai:c2
    70. AI research evidence record anthropic:citation_9
    71. AI research evidence record google:1.2.4
    72. AI research evidence record openai:c4
    73. AI research evidence record anthropic:citation_2
    74. AI research evidence record anthropic:citation_15
    75. AI research evidence record google:1.2.5
    76. AI research evidence record google:2.2.5
    77. AI research evidence record anthropic:citation_12
    78. AI research evidence record anthropic:citation_13
    79. AI research evidence record anthropic:citation_14
    80. AI research evidence record kimi:moneygeek-2026
    81. AI research evidence record kimi:investopedia-2026
    82. AI research evidence record anthropic:citation_9
    83. AI research evidence record anthropic:citation_15
    84. AI research evidence record anthropic:citation_16
    85. AI research evidence record google:2.2.5
    86. AI research evidence record anthropic:citation_11
    87. AI research evidence record google:2.1.3
    88. AI research evidence record anthropic:citation_12
    89. AI research evidence record anthropic:citation_13
    90. AI research evidence record kimi:moneygeek-2026
    91. AI research evidence record kimi:investopedia-2026
    92. AI research evidence record anthropic:citation_16
    93. AI research evidence record anthropic:citation_11
    94. AI research evidence record openai:c1
    95. AI research evidence record openai:c6
    96. AI research evidence record openai:c4
    97. AI research evidence record anthropic:citation_2

Independent Sources

Other Sources

  • A 1-Year Wait After Quitting Could Cut a $1M Term Life: https://dailyinsurance.news/life-insurance-tobacco-cessation-non-smoker-rates
  • A Competitive and Consistent Underwriting Experience: https://mylionstreet.com/media/PLF4199.pdf
  • Additional AI research evidence97 records
    1. AI research evidence record openai:c2
    2. AI research evidence record openai:c3
    3. AI research evidence record anthropic:citation_6
    4. AI research evidence record deepseek:c2
    5. AI research evidence record kimi:moneygeek-2026
    6. AI research evidence record kimi:investopedia-2026
    7. AI research evidence record openai:c2
    8. AI research evidence record openai:c3
    9. AI research evidence record anthropic:citation_7
    10. AI research evidence record perplexity:c3
    11. AI research evidence record grok:web:10
    12. AI research evidence record anthropic:citation_9
    13. AI research evidence record anthropic:citation_10
    14. AI research evidence record anthropic:citation_11
    15. AI research evidence record kimi:pacificlife-products
    16. AI research evidence record openai:c3
    17. AI research evidence record perplexity:c3
    18. AI research evidence record grok:web:10
    19. AI research evidence record anthropic:citation_6
    20. AI research evidence record google:1.2.1
    21. AI research evidence record openai:c2
    22. AI research evidence record anthropic:citation_9
    23. AI research evidence record google:1.2.4
    24. AI research evidence record kimi:pacificlife-products
    25. AI research evidence record openai:c4
    26. AI research evidence record anthropic:citation_2
    27. AI research evidence record openai:c5
    28. AI research evidence record anthropic:citation_12
    29. AI research evidence record anthropic:citation_13
    30. AI research evidence record anthropic:citation_14
    31. AI research evidence record grok:web:0
    32. AI research evidence record grok:web:4
    33. AI research evidence record kimi:moneygeek-2026
    34. AI research evidence record kimi:investopedia-2026
    35. AI research evidence record openai:c6
    36. AI research evidence record openai:c1
    37. AI research evidence record anthropic:citation_16
    38. AI research evidence record google:2.2.5
    39. AI research evidence record openai:c2
    40. AI research evidence record openai:c3
    41. AI research evidence record deepseek:c1
    42. AI research evidence record perplexity:c12
    43. AI research evidence record google:2.2.3
    44. AI research evidence record perplexity:c10
    45. AI research evidence record openai:c3
    46. AI research evidence record perplexity:c3
    47. AI research evidence record grok:web:5
    48. AI research evidence record google:2.1.3
    49. AI research evidence record openai:c2
    50. AI research evidence record anthropic:citation_7
    51. AI research evidence record google:2.1.8
    52. AI research evidence record anthropic:citation_9
    53. AI research evidence record google:1.2.4
    54. AI research evidence record openai:c4
    55. AI research evidence record anthropic:citation_2
    56. AI research evidence record anthropic:citation_11
    57. AI research evidence record perplexity:c10
    58. AI research evidence record google:1.2.5
    59. AI research evidence record google:2.2.5
    60. AI research evidence record anthropic:citation_17
    61. AI research evidence record openai:c3
    62. AI research evidence record deepseek:c1
    63. AI research evidence record google:2.2.3
    64. AI research evidence record openai:c4
    65. AI research evidence record grok:web:0
    66. AI research evidence record kimi:moneygeek-2026
    67. AI research evidence record openai:c2
    68. AI research evidence record google:1.2.4
    69. AI research evidence record openai:c2
    70. AI research evidence record anthropic:citation_9
    71. AI research evidence record google:1.2.4
    72. AI research evidence record openai:c4
    73. AI research evidence record anthropic:citation_2
    74. AI research evidence record anthropic:citation_15
    75. AI research evidence record google:1.2.5
    76. AI research evidence record google:2.2.5
    77. AI research evidence record anthropic:citation_12
    78. AI research evidence record anthropic:citation_13
    79. AI research evidence record anthropic:citation_14
    80. AI research evidence record kimi:moneygeek-2026
    81. AI research evidence record kimi:investopedia-2026
    82. AI research evidence record anthropic:citation_9
    83. AI research evidence record anthropic:citation_15
    84. AI research evidence record anthropic:citation_16
    85. AI research evidence record google:2.2.5
    86. AI research evidence record anthropic:citation_11
    87. AI research evidence record google:2.1.3
    88. AI research evidence record anthropic:citation_12
    89. AI research evidence record anthropic:citation_13
    90. AI research evidence record kimi:moneygeek-2026
    91. AI research evidence record kimi:investopedia-2026
    92. AI research evidence record anthropic:citation_16
    93. AI research evidence record anthropic:citation_11
    94. AI research evidence record openai:c1
    95. AI research evidence record openai:c6
    96. AI research evidence record openai:c4
    97. AI research evidence record anthropic:citation_2

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
41
Ranking mentions
4 of 7
Platform share
57%
Final consensus rank
#9

Behind the findings

Platforms in this study

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

Source records

28 independent · 11 company-owned · 2 unclear

Evidence support

38 direct · 2 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.

99ce30d3fab48bce6fbe6cc7f597bacbacdd2047cd0f56d4674847cb6ee4ce99