Life Insurance
Consensus Index

AI Consensus Fit Review

AAA Life Insurance Return-of-Premium Term Life Insurance Fit Review

AAA Life Insurance is a good, but not clearly best, fit for a U.S.

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

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Answer Capsule

AAA Life Insurance is a good, but not clearly best, fit for a U.S. consumer who specifically wants Return-of-Premium Term Life Insurance. Four of the seven platforms in this study named AAA Life during the ranking stage, and five of the seven rated its fit as "good." Its strongest case is a direct product match: Traditional Term Life with a Return of Premium rider that returns up to 100% of eligible premiums if the insured outlives the initial term, backed by an A (Excellent) AM Best rating. The main limitation is that AAA Life publishes no representative premium, rider charge, or refund formula, so buyers cannot judge cost competitiveness without a personalized quote.

Research Snapshot

MetricValue
Platform mentions in ranking stage4 of 7 platforms
Share of included platform responses57.1%
Average listed rank3.75
Best listed rank3
Relevant product/model/planAAA Traditional Term Life with Return of Premium Rider (also marketed as Term with Return of Premium)
Overall use-case fitGood (5 platforms); Mixed (1 platform); Uncertain (1 platform) — 7 platforms analyzed
Research date2026-09-20

Platforms naming AAA Life during ranking discovery were anthropic, grok, kimi, and perplexity. All seven platforms evaluated fit, but only four named the carrier in the ranking stage [1].

Why AAA Life Insurance Qualified for This Study

Questions This Section Answers

  • Is AAA Life Insurance a good choice for return-of-premium term life insurance in 2026?
  • Why did AI platforms include AAA Life Insurance in a return-of-premium term life shortlist?

AAA Life qualified because its official product directly matches the requested structure: a Traditional Term Life policy with a Return of Premium rider, rather than a permanent policy or a savings product [6]. The carrier cleared the study's two-mention minimum with four platform mentions and a 57.1% share of included platform responses.

Five of seven platforms rated the fit "good" (openai, anthropic, google, kimi, perplexity), one rated it "mixed" (grok), and one rated it "uncertain" (deepseek). The uncertain rating came from a platform whose search was disabled, and it explicitly stated that a currently available AAA Life return-of-premium product could not be confirmed in the sources it checked [7]. That is a research-coverage gap, not evidence that the product does not exist.

The qualification rests on three supplied facts: an exact product match, a stated premium-return provision, and an independent financial-strength rating. AM Best lists AAA life insurance Company within AAA Life Group with an A (Excellent) financial-strength rating and stable outlook effective October 8, 2025, and an April 7, 2026 rating review reported the rating remained unchanged [9].

The Product, Model, Plan, or Service Most Relevant to Return-of-Premium Term Life Insurance

Questions This Section Answers

  • Which AAA Life Insurance plan should a buyer choose if they want a return-of-premium term policy?
  • Does AAA Life Insurance sell return of premium as a standalone policy or as a rider on term life insurance?

The relevant product is AAA Traditional Term Life with the Return of Premium rider, also marketed as Term with Return of Premium. It is a rider added to a traditional term policy, not a standalone permanent insurance product [11].

The company states that eligible policyholders can receive up to 100% of premiums back if they outlive the initial term and the policy and rider remain in force [11]. The exact returned amount is governed by the rider terms, and the company states that a portion of the ROP amount may be paid if the policy is terminated before the end of the initial term [11].

Term and coverage details conflict across AAA Life's own materials. The current product page lists 15-, 20-, and 30-year terms and coverage from $50,000 to $3,500,000 [11]. An older company fact sheet lists $100,000 to $5,000,000+, a 25-year term option, and age eligibility of 18–65 [15]. A separate older fact sheet lists $100,000 to $5,000,000+ with 15-, 20-, 25-, or 30-year terms [16]. One platform reported a product sheet listing $500,000 to $3,500,000 [17], while an independent review states coverage can start at $50,000 or $100,000 [18]. The current state-specific illustration and policy form should be treated as controlling.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree on about AAA Life Insurance return-of-premium term coverage?
  • Does AAA Life Insurance return 100% of premiums at the end of the term?

Platforms agreed on four points, with the strongest consensus on product structure and the premium-return provision.

Product structure. Multiple platforms independently described the ROP feature as a rider attached to Traditional Term Life rather than a standalone policy [19].

Premium return. The company states up to 100% of premiums are returned if the insured outlives the initial term and the policy and rider remain in force [19]. This is a company claim repeated across platforms, not an independently verified outcome.

Conditional eligibility. The refund is conditional. The policy and rider must remain in force and premiums must be paid on time [19]. Early termination may produce only a partial return [19].

Higher cost than ordinary term. AAA Life explicitly states that the return-of-premium option carries a higher rate than ordinary term insurance [19]. Independent sources place ROP pricing industry-wide at roughly 2–5 times standard term [27].

Financial strength. AM Best lists AAA Life Insurance Company within AAA Life Group with an A (Excellent) rating and stable outlook effective October 8, 2025, unchanged as of an April 7, 2026 review [29]. Independent reviews describe an A rating as adequate for a 20-year term policy but a notch or two below the top of the market [31].

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Is AAA Life Insurance's return-of-premium term product actually available, or is its availability unclear?
  • How do AI platforms disagree about AAA Life Insurance's pricing and complaint record?

Disagreement clustered around availability, pricing competitiveness, complaint metrics, and product features.

Availability. One platform with search disabled could not confirm that AAA Life currently offers a return-of-premium term product or rider and rated fit "uncertain" [33]. Five platforms rated fit "good" and one rated it "mixed," so this is a minority position tied to a research limitation rather than a documented product withdrawal.

Pricing competitiveness. One independent review selected AAA for lowest ROP premiums among providers reviewed [35]. Another found AAA base term pricing higher than Banner Life and USAA but lower than Nationwide, with a 40-year-old nonsmoker paying $41–$49/month for 20-year $500,000 term [36]. A third reported AAA's $385 annual average as 0.8% above the $382 industry average [38]. These findings are not directly contradictory because they use different comparison sets and different products, but they do not establish that AAA Life is the lowest-priced ROP provider.

Complaint metrics. One independent review reports a NAIC complaint index of 1.81 against an industry average of 1.0 [40]. The same platform's other source reports excellent ease-of-service scores and high satisfaction among young adults and seniors [41]. No source breaks down complaint types.

Cash value and loans. One platform reported that the policy accumulates cash value that can be borrowed or withdrawn, with graded partial payouts on early cancellation [43]. Another platform stated that AAA Life's materials do not mention cash value or loan features for its ROP rider, unlike State Farm's product [44]. This is an unresolved conflict.

Additional riders. One platform reported that no additional riders are available with the return-of-premium feature [46], and another stated that buyers wanting child coverage or a disability waiver should use Traditional Term instead [44].

Post-term renewal. AAA Life does not publicly specify annual renewable term options beyond the initial period or a maximum renewal age, while competitors specify continuation to age 95 [44].

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What features does AAA Life Insurance's return-of-premium term policy include for a buyer who wants premium refunds?
  • Does AAA Life Insurance's ROP term policy allow conversion to permanent coverage?

The features most relevant to this use case are the refund mechanism, term flexibility, conversion rights, member discounts, and underwriting requirements.

Refund mechanism. Up to 100% of eligible premiums are returned if the insured outlives the initial term with the policy and rider in force [48]. Early termination may produce a partial return [48]. One platform reported that returned premiums exclude premiums for optional benefits, extra premium, and taxes, consistent with industry practice [50].

Term lengths. Current materials list 15-, 20-, and 30-year terms [48]. Older fact sheets also list a 25-year option [55]. No 10-year ROP option was identified [56].

Premium lock. Premiums are locked at a guaranteed level for the duration of the initial term and do not increase during that period [57].

Conversion. Traditional Term policies can be converted to permanent coverage at a standard rating without medical re-underwriting, and a conversion option is described as automatically included [59].

Member discount. AAA members save 10% on monthly term life premium payments [62]. One platform stated the discount applies to both base and rider charges; another listed it as a question to confirm in writing [62].

Underwriting. The product is fully underwritten, with a phone interview and possibly a medical exam [48]. Processing typically takes 4–6 weeks for Traditional Term with ROP, with coverage available while underwriting is pending if qualified [65].

Age and geography. The ROP rider is described as available to applicants ages 18–65 [68]. AAA Life states it is licensed in all states except New York, and product features may not be available in every state [48].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does AAA Life Insurance return-of-premium term life cost per month, and is the rider charge published?
  • What fees and cancellation terms apply to AAA Life Insurance's return-of-premium term policy?

AAA Life does not publish a representative premium, rider charge, internal rate of return, or state-by-state availability matrix for this product [71]. Pricing is quote-based and applicant-specific, and the company states that rates depend on age, health, coverage amount, term length, and underwriting classification [71].

Known cost components. The base term-life premium, an additional premium for the Return of Premium rider, and potentially higher premiums from age, health, coverage amount, term length, or underwriting classification [71]. One platform reported a possible $3 monthly billing fee and a 31-day grace period [72]. Another reported a policy fee waived for AAA members, with the nonmember fee amount not disclosed [73].

Base term benchmarks. A 40-year-old nonsmoker pays $41–$49/month for 20-year $500,000 term from AAA, higher than Banner Life and USAA but lower than Nationwide [74]. AAA's $385 annual average is 0.8% above the $382 industry average [76]. These figures are for base term, not the ROP rider.

Industry ROP benchmarks. Independent sources place ROP policies at roughly 2–5 times standard term cost [78]. One platform cited an illustrative comparison of $65/month for ROP versus $26/month for traditional term [79]. These are industry-wide figures, not AAA Life quotes.

Contract terms. Premiums must be paid on time and the policy and rider must remain active to qualify for the end-of-term benefit [71]. The returned amount and any early-termination benefit are controlled by the rider and policy language [71]. One platform reported a suicide exclusion for the first two years, varying by state [72]. Coverage ends at age 95 [80].

Pricing confidence. Low across platforms. No reliable public premium table was identified [71].

Best Suited For

Questions This Section Answers

  • Who is AAA Life Insurance's return-of-premium term policy best suited for?
  • Is AAA Life Insurance worth it for an existing AAA member who wants a premium refund feature?

AAA Life's ROP term product is best suited to buyers who prioritize an explicit premium-return feature over the lowest possible term-life premium [84]. That includes consumers comfortable with fully underwritten coverage, a phone interview, and possibly a medical exam [84].

Existing AAA members have the clearest case, because members save 10% on monthly term life premium payments [85]. Buyers seeking 15-, 20-, or 30-year coverage who can maintain the policy and rider through the initial term also fit the product design [84].

Applicants aged 18–65 with good health seeking coverage amounts within the stated range are the intended profile [88]. Buyers who value an A (Excellent) AM Best rating for a carrier that must remain solvent decades into the future also have a reasonable basis for consideration [90].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose AAA Life Insurance for return-of-premium term life insurance?
  • Is AAA Life Insurance a bad fit for a buyer who wants the cheapest possible term life coverage?

AAA Life is probably not the best fit for consumers whose primary objective is the lowest-cost death-benefit protection [93]. The ROP option costs more than ordinary term insurance by the company's own statement, and base term pricing is mid-market rather than bottom-tier [93].

Applicants who need guaranteed-issue or simplified-issue coverage are also a poor fit, because the product is fully underwritten [93]. Buyers who require coverage in New York are excluded, since AAA Life states it is not licensed there [93].

Consumers unwilling to accept the opportunity cost of paying substantially higher premiums for a future premium refund should look elsewhere [93]. Buyers who want a 10-year ROP term are also excluded, since only 15-, 20-, and 30-year terms are listed on current materials [96]. Applicants over age 65 fall outside the stated ROP eligibility range [97].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to AAA Life Insurance for a buyer who needs the lowest-cost term life premium?
  • When should a buyer choose a different carrier over AAA Life Insurance for return-of-premium term coverage?

Another option may be better in five situations.

Lowest premium priority. Choose an ordinary term policy from another financially strong carrier when the buyer wants the largest death benefit for the lowest premium and does not require a refund feature [99]. Banner Life and USAA quoted lower base rates than AAA in one independent comparison [100].

Price transparency priority. Compare other ROP carriers through an independent broker when price competitiveness, refund percentage, surrender values, conversion rights, or state availability matter more than using AAA Life [99]. One platform noted that a carrier with clearly published ROP product pages may be a better starting point for buyers who want documented pricing before requesting a quote [101].

Cash value and loan access. State Farm's ROP product explicitly builds cash value that can be borrowed against during the level premium period, while AAA Life's materials do not mention cash value or loan features [102].

Child riders and disability waiver. AAA Life directs buyers who want to insure children or add a guaranteed waiver of premium to its Traditional Term product instead [103].

Post-term renewal certainty. State Farm allows annually renewable coverage to age 95 with capped premiums, and Prudential allows continuation to age 95 with annually increasing premiums, while AAA Life does not publicly specify post-term renewal terms [102].

Permanent insurance should be considered only when the buyer has a separately established need for lifelong coverage; it should not be treated as automatically superior to ROP term insurance [99].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with AAA Life Insurance before signing a return-of-premium term contract?
  • Which AAA Life Insurance ROP policy details are not published and must be requested in writing?

The following items are unresolved in public materials and should be confirmed directly with AAA Life before purchase.

Premium and refund mechanics. Request the exact annual and total premium for the base term policy, the ROP rider, and each available payment mode [105]. Ask which premium components are returned: base premium, rider premium, policy fees, modal charges, or only specified eligible premiums [105]. Confirm whether the 10% AAA member discount applies to the rider cost or only the base term premium [107].

Early termination and lapse. Ask what happens to the refund if the policy is canceled, lapsed, replaced, converted, or reduced before the initial term ends [105]. Request the graded partial return schedule if the policy is canceled early [108]. Confirm whether reinstatement within a grace period preserves eligibility [109].

Tax treatment. Ask whether the refund is taxable under the buyer's circumstances, and whether the illustration shows any credited interest or only returned premiums [105].

State availability. Confirm that the requested term, coverage amount, rider, conversion provision, and refund percentage are available in the buyer's state [105].

Conversion rights. Ask for conversion deadlines and costs if the buyer later wants permanent coverage [105].

Cash value and loans. Ask whether the ROP rider builds cash value or permits policy loans, and whether a loan reduces the final refund [106].

Additional riders. Confirm whether any rider beyond the ROP feature can be added, and whether a waiver of premium or child rider would affect the ROP amount [112].

Comparison quotes. Compare the quoted premium and projected refund against at least two other ROP carriers and an ordinary-term alternative [105].

Final AI Consensus Verdict

AAA Life Insurance is a good fit for return-of-premium term life insurance, with five of seven platforms rating it "good," one "mixed," and one "uncertain." The consensus rests on a direct product match, a stated up-to-100% premium return, and an A (Excellent) AM Best rating with a stable outlook [113].

The consensus does not establish that AAA Life is the best or cheapest ROP carrier. No platform produced a public premium table, rider charge, or refund formula, and one independent review found AAA base term pricing above Banner Life and USAA [116]. Complaint metrics are mixed, with one source reporting a NAIC complaint index of 1.81 against an industry average of 1.0 [117].

Buyers should treat AAA Life as a shortlist candidate, not a default selection. The product is unavailable in New York, the ROP rider is described as limited to applicants under 65, and cash value, loan, and post-term renewal features are either unmentioned or disputed across sources [113]. For buyers comparing multiple carriers on this feature, the broader Return-of-Premium Term Life Insurance index covers the full field, and the life insurance directory covers adjacent categories.

How This Review Was Produced

This review synthesizes fit-research responses from seven AI platforms: openai, anthropic, google, grok, kimi, perplexity, and deepseek. Each platform evaluated AAA Life Insurance against the same buyer prompt: a consumer who wants term life insurance but strongly prefers a return-of-premium option that can return eligible premiums if they survive the specified term.

Four of the seven platforms named AAA Life during the ranking stage, meeting the study's two-mention minimum. All seven platforms then produced fit assessments, use-case findings, pricing and terms, limitations, and verification questions. This review preserves those findings, including disagreements, and does not add outside facts.

Platform-reported research dates differ from the authoritative run date of 2026-09-20. Six platforms reported 2026-09-21; deepseek reported 2026-06-01. Platform-reported dates are provenance metadata and do not independently prove freshness.

Methodology Limitations

Several limitations apply to this review.

Citation mix. Company-owned citations materially outnumber independent citations in the supplied evidence. Company claims about the ROP provision, term lengths, coverage ranges, and member discounts are not independently verified.

No public pricing. AAA Life publishes no representative premium, rider charge, internal rate of return, or state-by-state availability matrix for this product [121]. Cost competitiveness cannot be assessed from public materials.

Conflicting product details. Current web pages and older fact sheets disagree on term lengths and coverage ranges [121]. The current state-specific illustration and policy form should be treated as controlling.

Unresolved feature conflicts. Cash value and loan features are reported by one platform and described as absent from AAA Life's materials by another [124].

One platform without search. Deepseek's research was conducted with search disabled and could not confirm the product's current availability [126]. This is a coverage gap, not evidence of product withdrawal.

Identity audit notes. Official-site retrieval failed for the primary domain during the audit, and the identity match used an exact-name fallback with a reported domain that remains unverified. Company-name variants were collapsed onto one canonical brand before qualification.

No independent verification. Citations are platform-reported evidence, not independently verified facts. The supplied URLs were collected from platform responses and were not independently validated. No platform agreement in this study proves product quality, claims service, or pricing competitiveness.

Sources

Company-Owned Sources

Independent Sources

  • AAA Life Insurance Review: Ultimate Guide for AAA Policies: https://affordablelifeusa.com/aaa-life-insurance-review/
  • AAA Life Insurance Review 2026: Rates, Ratings & Products: https://ogletreefinancial.com/blog/aaa-life-insurance-company-review/
  • AAA Life Insurance Company - Company Profile - Best's Credit Rating Center: https://ratings.ambest.com/CompanyProfile.aspx?AltNum=21727424&AltSrc=3&BL=0&ambnum=7424
  • AAA Life Insurance Review (2026): Pros, Cons & Ratings: https://www.ethos.com/life-insurance/aaa-life-insurance-review/
  • AAA life insurance ratings and review 2026 | Insure.com: https://www.insure.com/companies/aaa-life-insurance.html
  • Best Term Life Insurance Companies of September 2026: https://www.investopedia.com/the-best-term-life-insurance-8764257
  • AAA Life Insurance Review 2026: Rates, Pros & Cons | MoneyGeek: https://www.moneygeek.com/insurance/life/reviews/aaa/
  • What is Return-of-Premium Life Insurance and How Does It Work? - NerdWallet: https://www.nerdwallet.com/insurance/life/learn/return-of-premium
  • Additional AI research evidence127 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:source_1_para_1
    3. AI research evidence record grok:web:2
    4. AI research evidence record perplexity:c2
    5. AI research evidence record kimi:aaalife-1
    6. AI research evidence record openai:c1
    7. AI research evidence record deepseek:c1
    8. AI research evidence record deepseek:c2
    9. AI research evidence record openai:c3
    10. AI research evidence record openai:c4
    11. AI research evidence record openai:c1
    12. AI research evidence record perplexity:c1
    13. AI research evidence record perplexity:c3
    14. AI research evidence record grok:web:2
    15. AI research evidence record anthropic:source_2_para_24
    16. AI research evidence record openai:c2
    17. AI research evidence record google:cit_aaa_trad_term_pdf
    18. AI research evidence record google:cit_valuepenguin_review
    19. AI research evidence record openai:c1
    20. AI research evidence record perplexity:c1
    21. AI research evidence record perplexity:c3
    22. AI research evidence record kimi:aaalife-1
    23. AI research evidence record anthropic:source_1_para_1
    24. AI research evidence record grok:web:2
    25. AI research evidence record perplexity:c2
    26. AI research evidence record google:cit_aaa_rop_work
    27. AI research evidence record kimi:nerdwallet-rop-1
    28. AI research evidence record kimi:wsj-buyside-1
    29. AI research evidence record openai:c3
    30. AI research evidence record openai:c4
    31. AI research evidence record anthropic:source_43_para_2
    32. AI research evidence record anthropic:source_43_para_18
    33. AI research evidence record deepseek:c1
    34. AI research evidence record deepseek:c2
    35. AI research evidence record grok:web:3
    36. AI research evidence record anthropic:source_31_para_1
    37. AI research evidence record anthropic:source_31_para_2
    38. AI research evidence record anthropic:source_33_para_2
    39. AI research evidence record anthropic:source_33_para_3
    40. AI research evidence record anthropic:source_31_para_13
    41. AI research evidence record anthropic:source_43_para_11
    42. AI research evidence record anthropic:source_43_para_12
    43. AI research evidence record google:cit_aaa_rop_work
    44. AI research evidence record kimi:aaalife-1
    45. AI research evidence record kimi:statefarm-1
    46. AI research evidence record anthropic:source_2_para_20
    47. AI research evidence record kimi:prudential-1
    48. AI research evidence record openai:c1
    49. AI research evidence record perplexity:c3
    50. AI research evidence record kimi:aaalife-1
    51. AI research evidence record kimi:illinoismutual-1
    52. AI research evidence record kimi:iciciprulife-1
    53. AI research evidence record grok:web:2
    54. AI research evidence record perplexity:c1
    55. AI research evidence record openai:c2
    56. AI research evidence record anthropic:source_2_para_24
    57. AI research evidence record anthropic:source_8_para_6
    58. AI research evidence record anthropic:source_25_para_12
    59. AI research evidence record anthropic:source_6_para_7
    60. AI research evidence record anthropic:source_13_para_9
    61. AI research evidence record anthropic:source_30_para_6
    62. AI research evidence record anthropic:source_2_para_2
    63. AI research evidence record anthropic:source_3_para_5
    64. AI research evidence record anthropic:source_32_para_3
    65. AI research evidence record anthropic:source_12_para_14
    66. AI research evidence record anthropic:source_47_para_12
    67. AI research evidence record anthropic:source_47_para_13
    68. AI research evidence record anthropic:source_2_para_12
    69. AI research evidence record google:cit_valuepenguin_review
    70. AI research evidence record anthropic:source_12_para_25
    71. AI research evidence record openai:c1
    72. AI research evidence record grok:web:3
    73. AI research evidence record anthropic:source_2_para_2
    74. AI research evidence record anthropic:source_31_para_1
    75. AI research evidence record anthropic:source_31_para_2
    76. AI research evidence record anthropic:source_33_para_2
    77. AI research evidence record anthropic:source_33_para_3
    78. AI research evidence record kimi:nerdwallet-rop-1
    79. AI research evidence record kimi:wsj-buyside-1
    80. AI research evidence record anthropic:source_2_para_24
    81. AI research evidence record perplexity:c9
    82. AI research evidence record perplexity:c1
    83. AI research evidence record kimi:aaalife-1
    84. AI research evidence record openai:c1
    85. AI research evidence record anthropic:source_2_para_2
    86. AI research evidence record anthropic:source_3_para_5
    87. AI research evidence record anthropic:source_32_para_3
    88. AI research evidence record anthropic:source_2_para_24
    89. AI research evidence record google:cit_valuepenguin_review
    90. AI research evidence record openai:c3
    91. AI research evidence record openai:c4
    92. AI research evidence record anthropic:source_41_para_10
    93. AI research evidence record openai:c1
    94. AI research evidence record anthropic:source_31_para_2
    95. AI research evidence record anthropic:source_12_para_25
    96. AI research evidence record anthropic:source_2_para_24
    97. AI research evidence record anthropic:source_2_para_12
    98. AI research evidence record google:cit_valuepenguin_review
    99. AI research evidence record openai:c1
    100. AI research evidence record anthropic:source_31_para_2
    101. AI research evidence record deepseek:c1
    102. AI research evidence record kimi:statefarm-1
    103. AI research evidence record kimi:aaalife-1
    104. AI research evidence record kimi:prudential-1
    105. AI research evidence record openai:c1
    106. AI research evidence record kimi:aaalife-1
    107. AI research evidence record anthropic:source_2_para_2
    108. AI research evidence record google:cit_valuepenguin_review
    109. AI research evidence record anthropic:source_2_para_12
    110. AI research evidence record anthropic:source_12_para_25
    111. AI research evidence record google:cit_aaa_rop_work
    112. AI research evidence record anthropic:source_2_para_20
    113. AI research evidence record openai:c1
    114. AI research evidence record openai:c3
    115. AI research evidence record openai:c4
    116. AI research evidence record anthropic:source_31_para_2
    117. AI research evidence record anthropic:source_31_para_13
    118. AI research evidence record anthropic:source_2_para_12
    119. AI research evidence record kimi:aaalife-1
    120. AI research evidence record google:cit_aaa_rop_work
    121. AI research evidence record openai:c1
    122. AI research evidence record openai:c2
    123. AI research evidence record anthropic:source_2_para_24
    124. AI research evidence record google:cit_aaa_rop_work
    125. AI research evidence record kimi:aaalife-1
    126. AI research evidence record deepseek:c1
    127. AI research evidence record deepseek:c2

Verify this research

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

Study date
September 20, 2026
Platforms analyzed
7
Source records
35
Ranking mentions
4 of 7
Platform share
57%
Final consensus rank
#5

Behind the findings

Platforms in this study

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

Source records

13 independent · 22 company-owned

Evidence support

17 direct · 6 partial

Keep in mind

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

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