Life Insurance
Consensus Index

AI Consensus Fit Review

State Farm Life Insurance Fit Review for Cigarette Smokers

State Farm is a mixed-to-good fit for a current cigarette smoker who wants standard term life insurance and is willing to buy through a local agent.

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

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Answer Capsule

State Farm is a mixed-to-good fit for a current cigarette smoker who wants standard term life insurance and is willing to buy through a local agent. Six of the seven platforms in this study named State Farm during the ranking stage, and it finished second overall with an average listed rank of 2.83 and a best rank of 1. The strongest reason to consider it is that independent 2026 comparisons repeatedly place State Farm among the cheapest carriers for smokers on term coverage, and its Select Term product offers 10-, 20-, or 30-year level premiums with a conversion path. The main limitation is that State Farm does not publish smoker-specific rate classes or premium tables, so no buyer can confirm smoker pricing or underwriting treatment without an individual quote.

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 rank2.83
Best listed rank1 (anthropic, grok)
Relevant product/model/planState Farm Select Term Life Insurance (10-, 20-, or 30-year terms)
Overall use-case fitMixed to good — credible mainstream term option; smoker-specific competitiveness unverified
Research date2026-09-22

Why State Farm Qualified for This Study

Questions This Section Answers

  • Why did State Farm qualify for a cigarette smoker life insurance study instead of a carrier that publishes smoker rates?
  • How often did AI platforms name State Farm for life insurance for cigarette smokers, and at what rank?

State Farm qualified because it was named by six of the seven platforms during ranking discovery and placed second in the final ranking, with an average listed rank of 2.83 and a best rank of 1. It was the only carrier in this study to receive a "strong" fit rating from one platform (kimi) while also receiving a "mixed" rating from another (openai), which makes it a useful test case for how much consensus actually exists.

The ranking-stage support was broad but not unanimous. Anthropic and grok both placed State Farm first; google and perplexity placed it second; deepseek placed it third; kimi placed it eighth. One platform did not name State Farm at all during ranking discovery. That spread matters: a carrier that lands first on two platforms and eighth on another is a genuine contender, not a runaway winner.

Platforms converged on the same product: State Farm Select Term Life Insurance, sold in 10-, 20-, or 30-year terms. Deepseek and perplexity described it more loosely as "State Farm Term Life Insurance," and grok listed both Select Term and Term Life. That naming inconsistency is a research artifact, not evidence of two different products, but buyers should confirm the exact product name on any quote.

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

Questions This Section Answers

  • Which State Farm plan should a cigarette smoker choose if they need 10, 20, or 30 years of level term coverage?
  • Does State Farm Select Term cover a current cigarette smoker who needs at least $100,000 in death benefit?

State Farm Select Term is the plan most relevant to a cigarette smoker. It provides 10-, 20-, or 30-year term coverage with a guaranteed level premium during the selected term, and published coverage starts at $100,000 [1]. Published issue ages are 18–75 for 10-year terms, 18–65 for 20-year terms, and 18–45 for 30-year terms [1]. One independent review states coverage up to $10 million is available for applicants accepted to specified ages [3].

State Farm's own materials confirm that tobacco use is a pricing factor rather than something the carrier ignores. State Farm states that tobacco use increases life-insurance premiums and that pricing also depends on age, health, gender, occupation, lifestyle, and family health history [4]. Its term-life explainer notes that term premiums are determined by age, gender, tobacco use, and health, and that it typically costs less to insure a 30-year-old nonsmoker than a 45-year-old tobacco user [5].

The product structure has three features that matter for this buyer. First, the initial premium is guaranteed level for the selected term, and coverage may continue afterward on an annually renewable basis to age 95, though premiums increase annually and may become substantially more expensive [1]. Second, Select Term coverage can be converted to permanent coverage regardless of health, subject to state-specific terms and policy conditions; State Farm's general term-life explanation says most term policies can be converted without evidence of insurability during the level term and before age 75 [1]. Third, State Farm offers an online term-life quote path plus agent-assisted application support [10].

One platform described a Return of Premium option on 20- and 30-year term policies that returns premiums if the policyholder outlives the term and pays on time, and that builds cash value that can be borrowed against [12]. The exact cost of that rider is not disclosed in public sources, so it must be quoted.

What the AI Platforms Agreed About

Questions This Section Answers

  • Do AI platforms agree that State Farm is a good choice for life insurance for cigarette smokers?
  • Is State Farm Select Term worth it for a smoker who wants level premiums and a conversion option?

The platforms agreed on four points, and the agreement was strong on three of them.

First, they agreed on the product. Every platform that named State Farm pointed to its term life line, most often Select Term, with 10-, 20-, or 30-year durations [14].

Second, they agreed that State Farm treats tobacco use as a material rating factor. State Farm's own pages state that tobacco use increases premiums [18]. No platform claimed State Farm prices smokers the same as nonsmokers.

Third, they agreed that State Farm does not publish smoker-specific rates. OpenAI, deepseek, and perplexity all flagged this independently [14]. This is the single most consistent limitation across the study.

Fourth, most platforms agreed that independent 2026 comparisons place State Farm among the cheaper options for smokers. MoneyGeek-based citations were used by anthropic, grok, google, kimi, and perplexity to support affordability claims [20]. That is majority agreement, not unanimity, and it rests heavily on a small number of third-party rate analyses rather than on State Farm's own disclosures.

Where the AI Platforms Disagreed or Were Uncertain

The platforms disagreed on how good State Farm actually is for this buyer, and the disagreement is substantive.

Kimi rated the fit "strong" and described State Farm as offering the lowest verified premiums for smoker term life among major national carriers, citing $66 per month for a 40-year-old male smoker and $53 per month for a female smoker on a $500,000, 20-year term [25]. OpenAI rated the fit "mixed" and stated that no publicly verifiable State Farm smoker premium or carrier-comparison result was located, and that no public evidence establishes State Farm as a price leader for current cigarette smokers [27]. Those two positions cannot both be fully correct, and the difference appears to come from how much weight each platform gave to third-party rate tables versus State Farm's own disclosures.

The platforms also disagreed on State Farm's financial strength rating. Anthropic reported an A+ AM Best rating downgraded from A++ in November 2025, attributing the downgrade to property and casualty underwriting losses rather than life insurance operations, and noted the life division remains profitable [29]. Kimi described State Farm as holding an A++ AM Best rating [26]. Grok also referenced an A++ AM Best rating. These are direct conflicts in the supplied research and should be treated as unresolved.

Complaint data conflicted as well. Anthropic reported a NAIC complaint index of 0.38 against an industry average of 1.0, alongside a Better Business Bureau C- rating citing more than 100 unresolved complaints, and noted the two measures use different methodologies [30].

Geographic availability produced conflicting details. OpenAI reported that the Select Term page identifies State Farm Life Insurance Company as not licensed in Massachusetts, New York, or Wisconsin, with a separate entity for New York and Wisconsin, and that Massachusetts availability may change in late 2026 or early 2027 [27]. Anthropic and google both reported that State Farm does not issue life insurance in Massachusetts or Rhode Island [32]. Google separately reported that State Farm Life Insurance Company is not licensed in Massachusetts or New York [35]. The state lists do not match across platforms, so any buyer in those states must verify directly.

Underwriting treatment of non-cigarette nicotine was uncertain across the board. State Farm's public pages do not define the exact smoker class or the treatment of occasional smoking, recent cessation, nicotine replacement, vaping, or other nicotine products [27]. Perplexity noted that State Farm's site references an Elite Preferred class assuming no tobacco or nicotine use for the prior 36 months, which suggests lower-priced classes may be unavailable to recent smokers, but the exact smoker class rules are unclear from the public page [37].

Medical exam requirements were also reported inconsistently. Google reported that State Farm requires a medical underwriting exam including blood and urine tests for any term coverage exceeding $50,000, with no-exam coverage capped at $50,000 [38]. OpenAI reported that State Farm's public quote materials do not confirm whether a particular smoker will receive accelerated underwriting, a medical exam, laboratory testing, or a specific tobacco risk class [40]. The NAIC describes traditional underwriting as potentially involving medical information, exams, and fluid testing, while accelerated underwriting may use external data and analytics [41].

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What features does State Farm Select Term offer a cigarette smoker who wants conversion to permanent coverage?
  • Does State Farm Select Term include an accelerated death benefit for a smoker who wants living benefits?

The most relevant capabilities for a cigarette smoker are term length flexibility, level premiums, conversion rights, and agent support. The most notable gap is the absence of an accelerated death benefit on Select Term.

Term structure: 10-, 20-, or 30-year level premium periods, with coverage renewable to age 95 on an annually increasing premium basis [42].

Conversion: Select Term can be converted to permanent coverage regardless of health, subject to state-specific terms and policy conditions; the general term-life explanation cites conversion without evidence of insurability during the level term and before age 75 [42]. OpenAI flagged a conflict here: the Select Term page states conversion is available regardless of health, while the broader explanation adds timing and state-specific qualifications, so the applicant should rely on the actual policy and state-specific conversion provision [42].

Riders: Anthropic listed Waiver of Premium for Disability, Guaranteed Insurability Option, Children's Term rider, Accidental Death, and Chronic Illness benefit, and stated that State Farm does not offer riders for terminal or critical illness [45]. Google reported that State Farm term policies do not offer an accelerated death benefit rider [47]. Kimi listed children's term, waiver of premium for disability, flexible care benefit, accidental death, and chronic illness benefit [48].

Distribution: State Farm sells mainly through local agents, and most policies are not available to buy online [49]. One review states all coverage must be purchased by applying through one of State Farm's more than 19,000 local agents [50]. State Farm provides an online quote path and agent support [51].

Bundling: If a buyer has auto insurance with State Farm, purchasing a Select Term policy may entitle them to a discount on auto premiums [53]. Discount terms are determined through local agents [53].

Policy conditions: State Farm's general product disclosure states that limitations and conditions apply for application misrepresentations and suicide during the first two policy years, and the complete policy controls [42].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does State Farm Select Term cost per month for a cigarette smoker, and are there setup or cancellation fees?
  • What happens to State Farm Select Term premiums after the level term ends for a smoker who renews?

State Farm does not publish a reliable smoker-specific premium. Actual pricing requires an individualized quote and underwriting, and premiums are affected by tobacco use, age, health, coverage amount, term length, and other underwriting factors [54]. The platform-reported third-party figures below are the only smoker-specific numbers in the supplied research, and they come from independent review sites rather than from State Farm.

ScenarioReported monthly costSource platform
10-year, $250,000, younger smoker, male~$29anthropic, grok, google
10-year, $250,000, younger smoker, female~$26anthropic, grok
20-year, $500,000, age 40, male smoker~$66anthropic, grok, google, kimi
20-year, $500,000, age 40, female smoker~$53anthropic, grok, kimi
10-year, $250,000, age 60, male smoker~$119anthropic, google
10-year, $250,000, age 60, female smoker~$86anthropic, google

These figures conflict with other platform findings in the same study. Anthropic also reported that State Farm term rates are 10–15% above the national average for non-smokers, with a $500,000 policy for 40-year-olds costing $7 more per month than the national average [57]. Kimi reported that male smokers pay roughly 66% below industry average ($66 versus about $194) [58]. Those two framings describe different comparison baselines and should not be treated as a single consistent claim.

Contract and cost terms that are documented:

  • Premiums are paid monthly or annually, and the initial premium is level for the selected 10-, 20-, or 30-year term [54].
  • If coverage continues after the level term, annual renewable premiums increase annually [54].
  • Term premiums generally are nonrefundable prices for the stated coverage period; cancellation and any applicable grace-period rules should be confirmed in the policy [54].
  • No separate smoker-specific fee was disclosed in the reviewed public sources; any medical-exam, underwriting, rider, or policy charges should be confirmed in the quote and policy documents [54].
  • Deepseek reported that no cancellation, free-look, or refund terms for term life were verified in the reviewed State Farm source, and that the buyer should request policy documents [56].
  • Perplexity reported that public sources reviewed did not verify detailed cancellation, grace-period, or conversion terms for smoker applicants [59].
  • Anthropic reported no disclosed application or underwriting fees for standard Select Term policies, and that the Return of Premium rider adds cost at an undisclosed amount [61].

Pricing confidence differed sharply by platform: anthropic and google reported high confidence, grok and perplexity reported moderate confidence, and openai and deepseek reported low confidence. That spread is itself a finding: the smoker price picture is not settled.

Best Suited For

Questions This Section Answers

  • Who is State Farm Select Term best for among cigarette smokers who want level term coverage?
  • Is State Farm a good choice for a smoker who already has State Farm auto or home insurance?

State Farm Select Term is best suited to a cigarette smoker who wants straightforward level term coverage, values agent guidance, and is willing to compare quotes rather than assume the first offer is the cheapest.

Platforms converged on these buyer profiles:

  • Smokers seeking 10-, 20-, or 30-year level-premium term coverage [62].
  • Applicants who value local-agent assistance, online quoting, and a possible conversion to permanent coverage [65].
  • Buyers whose required coverage starts at $100,000 and fits State Farm's issue-age limits [62].
  • Smokers who already hold State Farm auto or home insurance and may qualify for bundling discounts [69].
  • Smokers prioritizing financial stability and customer satisfaction over the absolute lowest rate [70].
  • Smokers comfortable working with local agents rather than applying online [72].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose State Farm for life insurance for cigarette smokers?
  • Is State Farm Select Term a bad fit for a smoker who needs coverage under $100,000 or lives in Massachusetts?

State Farm is probably not the best fit for several specific buyer situations, and the platforms were more consistent on exclusions than on pricing.

  • Consumers seeking the lowest smoker premium without comparing multiple insurers [74].
  • Applicants needing coverage outside the published term lengths, age limits, or state availability [74].
  • Applicants who need guaranteed-issue or simplified-issue coverage with little or no underwriting [74].
  • Smokers shopping solely for the absolute cheapest premiums, where Banner Life and Transamerica were named as lower-rate alternatives [75].
  • Smokers requiring online-only or instant approval, since State Farm requires agent-based purchases for most policies [79].
  • Smokers in Massachusetts or Rhode Island, where State Farm does not issue life insurance according to two platforms [76].
  • Smokers who only need coverage below $100,000, since Select Term's published minimum is $100,000 [83].
  • Smokers wanting a term policy with an accelerated death benefit rider [84].
  • Smokers seeking indexed universal or variable universal life, which State Farm does not offer [85].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to State Farm for a cigarette smoker who wants the lowest possible term premium?
  • When should a smoker choose a guaranteed-issue or simplified-issue carrier instead of State Farm Select Term?

Another option may be better in five situations that the platforms identified with reasonable consistency.

When minimizing smoker premiums is the primary goal, use an independent life-insurance broker or multi-carrier quoting process [86]. Independent agents can access rates from more than 50 carriers, whereas a captive agent like State Farm has one set of rules and one price list [87]. Banner Life and Transamerica were named as carriers offering lower term rates for both smokers and non-smokers at certain ages [88]. Banner was also described as consistently competitive for cigarette smokers [89].

When the applicant expects to quit and wants a future rate review, consider carriers with publicly documented tobacco reclassification or cessation rules [86]. Industry practice cited in the research requires 12 consecutive months nicotine-free for non-smoker reclassification, but State Farm's specific reconsideration policy was not verified [90].

When traditional underwriting produces a decline or an unaffordable offer, consider guaranteed-issue or simplified-issue alternatives, recognizing that coverage amounts, exclusions, and costs may be less favorable [86]. Mutual of Omaha was named for guaranteed issue without medical questions, and Physicians Mutual was named as specializing in guaranteed issue [93].

When the buyer is age 70 or older and seeks the absolute lowest rate, other carriers may price better; John Hancock and Lincoln Financial were named for certain age groups [94].

When the buyer wants permanent whole or universal life with maximized cash value, USAA and Guardian Life were named as offering more competitive permanent products [87].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with State Farm before signing a Select Term contract as a cigarette smoker?
  • How does State Farm classify occasional smoking, vaping, and nicotine replacement for underwriting?

These questions come directly from the platform research and should be answered in writing before an application is submitted.

  1. How does State Farm classify my exact cigarette use, including cigarettes per day, years smoked, and last use? [96]
  2. How are vaping, cigars, smokeless tobacco, nicotine gum, patches, and prescription cessation products treated? [96]
  3. What tobacco risk class and premium would I receive, and can the rate be reconsidered after quitting? [96]
  4. Will my application require a medical exam, blood or urine testing, saliva testing, prescription-history review, or other underwriting? [99]
  5. What are the exact premiums for 10-, 20-, and 30-year terms at my requested coverage amount? [96]
  6. What are the conversion deadline, eligible permanent products, conversion pricing method, and state-specific restrictions? [96]
  7. What premium applies after the level term if I renew annually, and what is the maximum stated premium? [96]
  8. Are riders available in my state, and what do they cost? [96]
  9. Which State Farm legal entity will issue the policy in my state? [96]
  10. Are there any temporary exclusions, contestability provisions, application disclosures, or policy limitations especially relevant to tobacco use? [96]
  11. What is the total cost of the Return of Premium rider, and does it apply to my desired term length? [103]
  12. Am I eligible for any bundling discounts if I purchase life insurance alongside existing State Farm auto or home policies? [104]

Final AI Consensus Verdict

State Farm is a legitimate contender for a cigarette smoker buying term life insurance, but the consensus is qualified rather than enthusiastic. Six of seven platforms named it during ranking discovery, it finished second overall, and it received a "good" fit rating from four platforms, "strong" from one, and "mixed" from one. The strongest supported claim is that State Farm offers the right product type — 10-, 20-, or 30-year level term coverage with a conversion path — and that it explicitly underwrites tobacco use rather than ignoring it. The weakest link is pricing: State Farm publishes no smoker rate table, and the third-party figures that platforms cited conflict with each other and with the same platforms' own statements about State Farm's non-smoker rates.

The practical verdict is that State Farm Select Term is worth quoting for a current cigarette smoker, particularly one who wants agent support, a conversion option, or a bundling discount. It should not be treated as the presumed cheapest option. Buyers should obtain a State Farm quote, disclose tobacco use fully, and compare it against at least two other carriers before purchasing. Buyers in Massachusetts or Rhode Island should verify availability first, since platform reports on those states do not agree.

How This Review Was Produced

This review was produced from a structured multi-platform research run dated 2026-09-22. Seven AI platforms evaluated State Farm's fit for the use case "Life Insurance for Cigarette Smokers" and returned fit ratings, use-case findings, pricing and terms, limitations, and questions to verify before buying. Six of the seven platforms named State Farm during ranking discovery; the ranking statistics in the Research Snapshot reflect only those six. All platform outputs were treated as platform-reported evidence and were not independently verified by the writer. Company-owned sources (statefarm.com) and independent sources (review sites, news outlets, and one government source) are labeled separately in the Sources section. No personal testing, customer experience, or independent verification was performed.

Methodology Limitations

  • Platform-reported research dates differ from the authoritative run date. Deepseek reported a research date of 2026-01-15, while the run date is 2026-09-22. Platform-reported dates are provenance metadata and do not independently prove freshness.
  • Deepseek ran with search disabled, so its findings rest on model knowledge rather than retrieved pages.
  • All included platforms evaluated fit, but the platform mention count reflects only platforms that named State Farm during ranking discovery.
  • The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
  • Citations are platform-reported evidence, not independently verified facts. Claims without retrieved citations are labeled platform-reported.
  • Conflicting product names, pricing, and capabilities were not resolved by guessing. Where platforms disagreed, the conflict is described and the buyer is told what to verify.
  • No publicly verifiable State Farm smoker premium or carrier-comparison result was located by one platform, while others cited third-party rate tables. This conflict is preserved rather than resolved [105].
  • State Farm's AM Best rating was reported as A+ by one platform and A++ by two others. This conflict is unresolved in the supplied research [107].
  • State availability lists for Massachusetts, New York, Rhode Island, and Wisconsin differ across platforms and should be verified directly [105].
  • The official State Farm homepage excerpt retrieved for this run contains bundling and discount language and does not address smoker underwriting or term life pricing (official:C1).

Sources

Company-Owned Sources

  • Find State Farm Agents Near You: https://www.statefarm.com/agent
  • Term Life Insurance - State Farm: https://www.statefarm.com/insurance/life/term-life
  • Get instant insurance quotes - State Farm: https://www.statefarm.com/insurance/quotes
  • Is Term Life Insurance Right For Your Family? - State Farm: https://www.statefarm.com/simple-insights/life-insurance/term-life-insurance
  • Official pricing and terms source: https://www.statefarm.com/
  • Additional AI research evidence111 records
    1. AI research evidence record openai:sf-select-term
    2. AI research evidence record anthropic:citation_24
    3. AI research evidence record anthropic:citation_25
    4. AI research evidence record openai:sf-cost-factors
    5. AI research evidence record anthropic:citation_10
    6. AI research evidence record anthropic:citation_11
    7. AI research evidence record perplexity:c2
    8. AI research evidence record openai:sf-term-life
    9. AI research evidence record anthropic:citation_8
    10. AI research evidence record openai:sf-life-faq
    11. AI research evidence record openai:sf-agent
    12. AI research evidence record anthropic:citation_26
    13. AI research evidence record anthropic:citation_9
    14. AI research evidence record openai:sf-select-term
    15. AI research evidence record anthropic:citation_7
    16. AI research evidence record deepseek:c1
    17. AI research evidence record perplexity:c1
    18. AI research evidence record openai:sf-cost-factors
    19. AI research evidence record perplexity:c2
    20. AI research evidence record anthropic:citation_1
    21. AI research evidence record grok:0
    22. AI research evidence record google:1.1.1
    23. AI research evidence record kimi:mg1
    24. AI research evidence record perplexity:c3
    25. AI research evidence record kimi:mg1
    26. AI research evidence record kimi:mg3
    27. AI research evidence record openai:sf-select-term
    28. AI research evidence record openai:sf-cost-factors
    29. AI research evidence record anthropic:citation_16
    30. AI research evidence record anthropic:citation_20
    31. AI research evidence record anthropic:citation_21
    32. AI research evidence record anthropic:citation_12
    33. AI research evidence record anthropic:citation_13
    34. AI research evidence record google:2.1.9
    35. AI research evidence record google:1.2.2
    36. AI research evidence record deepseek:c1
    37. AI research evidence record perplexity:c7
    38. AI research evidence record google:1.2.5
    39. AI research evidence record google:2.1.8
    40. AI research evidence record openai:sf-life-faq
    41. AI research evidence record openai:naic-accelerated-underwriting
    42. AI research evidence record openai:sf-select-term
    43. AI research evidence record anthropic:citation_7
    44. AI research evidence record anthropic:citation_8
    45. AI research evidence record anthropic:citation_22
    46. AI research evidence record anthropic:citation_23
    47. AI research evidence record google:2.1.8
    48. AI research evidence record kimi:mg3
    49. AI research evidence record anthropic:citation_14
    50. AI research evidence record anthropic:citation_15
    51. AI research evidence record openai:sf-life-faq
    52. AI research evidence record openai:sf-agent
    53. AI research evidence record anthropic:citation_27
    54. AI research evidence record openai:sf-select-term
    55. AI research evidence record openai:sf-cost-factors
    56. AI research evidence record deepseek:c1
    57. AI research evidence record anthropic:citation_4
    58. AI research evidence record kimi:mg1
    59. AI research evidence record perplexity:c1
    60. AI research evidence record perplexity:c2
    61. AI research evidence record anthropic:citation_26
    62. AI research evidence record openai:sf-select-term
    63. AI research evidence record anthropic:citation_7
    64. AI research evidence record perplexity:c1
    65. AI research evidence record openai:sf-agent
    66. AI research evidence record openai:sf-life-faq
    67. AI research evidence record anthropic:citation_15
    68. AI research evidence record anthropic:citation_24
    69. AI research evidence record anthropic:citation_27
    70. AI research evidence record anthropic:citation_16
    71. AI research evidence record anthropic:citation_19
    72. AI research evidence record anthropic:citation_14
    73. AI research evidence record deepseek:c1
    74. AI research evidence record openai:sf-select-term
    75. AI research evidence record anthropic:citation_4
    76. AI research evidence record anthropic:citation_12
    77. AI research evidence record deepseek:c1
    78. AI research evidence record anthropic:citation_6
    79. AI research evidence record anthropic:citation_14
    80. AI research evidence record anthropic:citation_15
    81. AI research evidence record anthropic:citation_13
    82. AI research evidence record google:2.1.9
    83. AI research evidence record anthropic:citation_25
    84. AI research evidence record google:2.1.8
    85. AI research evidence record anthropic:citation_23
    86. AI research evidence record openai:sf-select-term
    87. AI research evidence record anthropic:citation_6
    88. AI research evidence record anthropic:citation_4
    89. AI research evidence record kimi:mz1
    90. AI research evidence record kimi:tib1
    91. AI research evidence record kimi:vp1
    92. AI research evidence record kimi:ls1
    93. AI research evidence record kimi:inv1
    94. AI research evidence record anthropic:citation_5
    95. AI research evidence record kimi:mg3
    96. AI research evidence record openai:sf-select-term
    97. AI research evidence record perplexity:c7
    98. AI research evidence record kimi:tib1
    99. AI research evidence record openai:sf-life-faq
    100. AI research evidence record google:1.2.5
    101. AI research evidence record anthropic:citation_8
    102. AI research evidence record anthropic:citation_22
    103. AI research evidence record anthropic:citation_26
    104. AI research evidence record anthropic:citation_27
    105. AI research evidence record openai:sf-select-term
    106. AI research evidence record kimi:mg1
    107. AI research evidence record anthropic:citation_16
    108. AI research evidence record kimi:mg3
    109. AI research evidence record anthropic:citation_12
    110. AI research evidence record google:1.2.2
    111. AI research evidence record google:2.1.9

Independent Sources

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
40
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

29 independent · 11 company-owned

Evidence support

25 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

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