Life Insurance
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AI Consensus Fit Review

OneAmerica Whole Life Insurance Fit Review for High-Net-Worth Individuals

OneAmerica is a qualified but not clearly best-in-class fit for high-net-worth buyers seeking whole life insurance for estate, legacy, liquidity, or cash-value purposes.

Research: 2026-09-206 usable platform responsesRead the methodology ↗

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Answer Capsule

OneAmerica is a qualified but not clearly best-in-class fit for high-net-worth buyers seeking whole life insurance for estate, legacy, liquidity, or cash-value purposes. Two of six platforms named OneAmerica during the ranking stage, giving it a 33.3% share of included platform responses, an average listed rank of 9.0, and a best listed rank of 9. The strongest reason to consider it is a financially strong issuing carrier — American United Life Insurance Company (AUL) — paired with conventional participating whole life features, including paid-up additions and a reported 6% paid-up-addition rider load. The main limitation is that public evidence does not establish superior dividend performance, verified ultra-large-policy capacity, or transparent pricing for high-net-worth designs.

Research Snapshot

FieldDetail
Platform mentions in ranking stage2 of 6 platforms (deepseek, kimi)
Share of included platform responses33.3%
Average listed rank9.0
Best listed rank9
Relevant product/model/planOneAmerica Whole Life, including Whole Life 95, Whole Life 121, Whole Life Select, and participating whole life with paid-up-addition dividend elections where available
Overall use-case fitGood, with material diligence required (openai, google); mixed (deepseek, grok, perplexity); uncertain (kimi)
Research date2026-09-20

Why OneAmerica Qualified for This Study

Questions This Section Answers

  • Is OneAmerica a good choice for Whole Life Insurance for High-Net-Worth Individuals?
  • Why did only two of six AI platforms name OneAmerica in the ranking stage for high-net-worth whole life?

OneAmerica qualified because two platforms — deepseek and kimi — named it during ranking discovery, meeting the minimum-mention threshold of two. That is a narrow base: four of six included platforms did not name OneAmerica in the ranking stage, and its average listed rank of 9.0 places it near the bottom of the named field.

All six included platforms evaluated OneAmerica's fit for this use case, but platform mentions count only platforms that named the entity during ranking discovery. The distinction matters: fit evaluation is broader than ranking recognition, and OneAmerica's fit ratings ranged from "good" (openai, google) to "mixed" (deepseek, grok, perplexity) to "uncertain" (kimi).

The entity's canonical name is OneAmerica, and its official website is oneamerica.com [1]. OneAmerica markets the products, but the relevant conventional whole life policies are issued and underwritten by American United Life Insurance Company, a OneAmerica company, so guarantees depend on AUL's claims-paying ability [4].

The Product, Model, Plan, or Service Most Relevant to Whole Life Insurance for High-Net-Worth Individuals

Questions This Section Answers

  • Which OneAmerica whole life product should a high-net-worth buyer ask to be quoted: Whole Life 95, Whole Life 121, or Whole Life Select?
  • Does OneAmerica's participating whole life with paid-up additions support large high-net-worth estate and liquidity designs?

The most relevant offering is OneAmerica's conventional participating whole life portfolio, which openai identifies as Whole Life 95, Whole Life 121, and Whole Life Select, with availability varying by state [5]. Google's platform response points specifically to Whole Life Select, describing it as featuring a Paid-Up Additions Rider and an Indexed Dividend Crediting Option [7].

OneAmerica states that its whole life policies provide level premiums, a level death benefit if premiums are paid, and guaranteed cash-value growth independent of market performance [5]. OneAmerica also states that whole life policyholders may earn dividends that can enhance performance or reduce premiums, and that dividends may be directed to paid-up additions, cash, accumulation at interest, or premium reduction [9].

The platform-recommended labels "Small Front-Load Policies" and "Participating Whole Life with Paid-Up Additions" are not sufficiently documented in the reviewed current public product pages as exact current product names or standardized plans (openai). Buyers should treat those labels as platform-reported descriptions rather than confirmed product names.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree on about OneAmerica's financial strength for large whole life policies?
  • Do AI platforms agree that OneAmerica's whole life products offer guaranteed cash value and potential dividends?

Platforms broadly agreed on three points: carrier financial strength, core whole life guarantees, and the availability of participating dividend features.

On financial strength, AM Best lists American United Life Insurance Company at A+ (Superior), with the profile showing an effective date of September 19, 2025 [12]. OneAmerica reports favorable financial-strength ratings for AUL and State Life and describes the ratings as assessments of claims-paying ability [13]. Grok's response cites A+ AM Best and AA- S&P ratings for the issuing companies as of September 2025 [14], and google's response cites A+ from A.M. Best and AA- from S&P Global Ratings, both affirmed or maintained in September 2025 [15]. Perplexity describes "A+ / AA- style ratings in 2026 depending on source and entity" [16].

On guarantees, OneAmerica states that its whole life policies provide level premiums, a level death benefit if premiums are paid, and guaranteed cash-value growth independent of market performance; loans and withdrawals can reduce cash value and death benefits and can increase lapse or tax risk [17].

On participating features, OneAmerica states that whole life policyholders may earn dividends that can enhance performance or reduce premiums, and dividend elections include paid-up additions [19]. Dividend amounts are not guaranteed [19].

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Is OneAmerica competitive for multi-million-dollar high-net-worth whole life policies, or is it better suited to smaller front-load designs?
  • How do OneAmerica's dividend track record and large-case capacity compare with major mutual carriers for high-net-worth buyers?

Platforms disagreed most sharply on large-case suitability and dividend competitiveness, and several flagged rating conflicts.

On large-case capacity, openai found that reviewed public sources do not disclose minimum or maximum face amounts, retention limits, jumbo-case procedures, reinsurance practices, or special underwriting standards for ultra-high-net-worth applicants [22]. Deepseek found no public evidence confirming OneAmerica's retention and reinsurance capacity for very large single whole life policies [24]. Kimi stated that whether OneAmerica has a dedicated high-net-worth wholesaling division or specialized underwriting for jumbo cases ($10M+) is unclear [26].

On product positioning, grok reported that OneAmerica targets smaller face amounts and front-loads, with larger premiums seeing 60–75% year-1 cash value and bottom-quartile long-term performance [27]. Google took the opposite view, calling OneAmerica "an excellent, sophisticated choice" for maximum early cash-value liquidity [29]. Perplexity described the front-load advantage as size-sensitive and not clearly established for very large premium cases [30].

On dividend history, kimi stated that OneAmerica has paid dividends consistently but lacks the documented longevity of New York Life's annual dividend since 1854 [31]. Deepseek found that OneAmerica does not consistently appear at the top of widely cited independent whole life rankings for high-net-worth buyers, though rankings vary by methodology [32].

On ratings, perplexity disclosed a conflict: some sources show A+ / AA-, while Fitch affirmed OneAmerica Financial Partners' IDR at A- with a stable outlook in February 2026, a more conservative view than some marketing summaries [33]. Google reported that S&P revised OneAmerica's outlook to negative in September 2025 while maintaining the AA- rating, citing narrow diversification and reliance on asset-based LTC combination products [29].

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What features make OneAmerica's whole life competitive for high-net-worth cash-value and legacy planning?
  • Does OneAmerica's Indexed Dividend Crediting Option or Loan Interest Rate Limitation Rider reduce risk for leveraged high-net-worth policies?

The features most relevant to high-net-worth buyers are paid-up additions, dividend flexibility, and — per some platforms — riders that address leverage and lapse risk.

Paid-up additions are identified in OneAmerica materials as a possible dividend election for participating life insurance, but reviewed public sources do not provide enough current product-specific detail to verify availability, limits, costs, or underwriting treatment for a high-net-worth design [34]. Grok reported a 6% paid-up-addition rider load, described as among the lowest in industry comparisons [35]. Google also reported a 6% upfront load on paid-up-addition rider deposits, placing it at the low end of a typical 5% to 10% industry range [37]. Perplexity noted that OneAmerica's own marketing describes a 6% load on the referenced portfolio update [39].

Google reported that the optional Indexed Dividend Crediting Option allows policyholders to link all or part of their dividend to S&P 500 performance, potentially increasing dividend payout in strong market years while retaining core downside guarantees [37]. The direct financial impact and historical crediting performance of the IDO rider over a full 10-year market cycle are not fully detailed in public marketing materials [37].

Google also reported that Whole Life Select features a Loan Interest Rate Limitation Rider at no extra cost, keeping the policy in force if outstanding loans reach 95% of cash value [37]. Independent summaries describe OneAmerica as non-direct recognition, which can be useful for policy loan strategies, but this remains a design tradeoff rather than an across-the-board advantage [40].

Separately, OneAmerica markets Care Solutions products using whole life or annuity foundations with long-term-care benefits; these are issued by The State Life Insurance Company and should not be assumed to be the same as AUL's conventional participating whole life [42].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does OneAmerica whole life cost per month for a high-net-worth policy, and what fees apply?
  • What paid-up-addition load, surrender charges, and loan interest terms should a high-net-worth buyer confirm before signing?

No public consumer premium schedule or quote was located for OneAmerica whole life in this use case. Premiums depend on age, underwriting class, state, face amount, riders, funding pattern, policy form, dividend election, and whether the policy is designed to avoid modified-endowment-contract treatment (openai). Pricing confidence is low across openai, deepseek, perplexity, and kimi; google reported high pricing confidence but only for the structure of level premiums and the 6% load, not for case-specific rates [44].

Known cost elements reported by platforms include required premiums under the selected policy form, potential rider charges, internal policy expenses reflected in policy values rather than separately quoted, loan interest if policy loans are used, and possible taxes if the policy lapses or is surrendered with an outstanding loan or gain (openai). Grok reported a 6% paid-up-addition load, minimum premiums around $5,000, and small face minimums of $50,000–$100,000 depending on class [45]. Kimi cited industry benchmarks suggesting $400–$500 per month for $500K coverage at age 35, while noting that OneAmerica-specific rates are not publicly disclosed (kimi).

On contract terms, level premiums generally continue for life under the selected contract, subject to nonforfeiture and lapse provisions; surrender value and early-exit economics depend on the contract and may be materially below cumulative premiums in early years; policy loans and withdrawals reduce cash value and death benefits and may cause lapse or tax consequences; and product availability and terms may vary by state (openai). Deepseek noted that surrender charges and non-forfeiture terms are policy-specific and were not verified for OneAmerica's whole life product (deepseek). Google reported that surrendering yields net cash value minus outstanding loans and interest, and that unpaid loans reduce the net death benefit [44].

Best Suited For

Questions This Section Answers

  • Who is OneAmerica's participating whole life actually best for among high-net-worth buyers?
  • Is OneAmerica a good fit for a high-net-worth buyer who prioritizes guarantees and carrier financial strength over maximum dividend history?

OneAmerica is best suited to buyers who prioritize guarantees and carrier financial strength, and to estate, legacy, business-continuation, or liquidity planning where a conventional participating whole life policy is appropriate (openai). It also fits buyers who value optional riders, including possible long-term-care-related planning, subject to product and state availability, and cases where an independent agent can obtain and compare a detailed OneAmerica illustration against mutual-carrier alternatives (openai).

Deepseek described the best fit as high-net-worth buyers wanting a mutual participating whole life policy with paid-up addition riders for cash value and legacy planning, and advisors seeking a smaller mutual insurer as a complement to a larger-carrier core portfolio (deepseek). Perplexity described the best fit as buyers wanting a participating whole life chassis with paid-up additions and smaller front-load designs aimed at early cash-value accumulation (perplexity). Kimi described the best fit as mass affluent and upper-middle-income buyers seeking conservative cash-value accumulation, and buyers in Midwestern states with strong agent relationships to OneAmerica's distribution (kimi).

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose OneAmerica for Whole Life Insurance for High-Net-Worth Individuals?
  • Is OneAmerica unsuitable for ultra-high-net-worth buyers who need $10M+ coverage or bespoke private-placement designs?

OneAmerica is probably not best suited to buyers seeking the strongest publicly documented participating-dividend track record or the highest available financial-strength ratings, ultra-high-net-worth buyers requiring bespoke private-placement, institutional, or highly customized large-policy architecture, buyers who need transparent public pricing before underwriting, and buyers for whom lower-cost guaranteed universal life or term insurance better matches the objective (openai).

Deepseek stated it is probably not best for buyers needing documented capacity for very large (multi-million dollar) single whole life policies with top-tier jumbo underwriting, buyers who require the largest and most heavily illustrated dividend histories of major mutuals, and buyers wanting an AI-indexed consensus top ranking with extensive independent comparative data (deepseek). Kimi stated it is probably not best for ultra-high-net-worth buyers needing $10M+ guaranteed death benefit with sophisticated estate liquidity structures, buyers seeking minimum premiums of $500K–$1M+ typical of specialized high-net-worth products, clients requiring multi-currency, offshore, or alternative-credit-linked policy features, and buyers wanting the longest dividend track record (kimi). Google noted OneAmerica's life companies are not licensed in New York state [47].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to OneAmerica for a high-net-worth buyer who needs verified $10M+ large-case capacity?
  • When should a high-net-worth buyer choose guaranteed universal life or a larger mutual carrier instead of OneAmerica whole life?

Another option may be better in several defined situations. Openai recommended using a highly rated mutual carrier with a longer or more transparent publicly documented dividend history when participating performance and policyholder-dividend design are primary criteria; using guaranteed universal life when the principal need is a guaranteed death benefit at potentially lower premium and cash-value accumulation is secondary; using survivorship coverage when the estate objective is primarily second-to-die liquidity; and considering specialized private-placement or institutional designs only with qualified advisers when the objective is investment-oriented tax-advantaged wealth structuring rather than conventional whole life (openai).

Deepseek recommended established large mutuals with published jumbo-case records when the buyer needs verified capacity and competitive performance for very large whole life policies, carriers with wider third-party coverage when extensive independent comparative rankings and dividend histories are required, and a carrier with documented high-net-worth advanced-markets support when premium financing, split-dollar, or complex estate structures are essential (deepseek).

Grok named Guardian, MassMutual, or Penn Mutual for highest year-1 cash value (85–94%) and long-term performance on large premiums, and New York Life or MassMutual for brand or maximum scale in estate and legacy strategies (grok). Kimi named guaranteed universal life carriers for maximum guaranteed death benefit per premium dollar, New York Life or MassMutual for documented dividend streaks, Manulife MGG PRO for ultra-high-net-worth buyers with $1M+ premiums seeking alternative credit exposure, AIA Wealth Ultima 2 or HSBC Infinite Wealth for multi-currency legacy planning, and variable universal life for aggressive cash growth with market exposure tolerance [48].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a high-net-worth buyer confirm with OneAmerica about issuing entity, policy form, and dividend scale before signing?
  • What large-case underwriting, MEC, and loan terms should be verified before funding a OneAmerica whole life policy?

Before signing, buyers should verify which legal entity will issue and administer the policy — AUL or another OneAmerica company — and the exact current policy form, state filing, face amount, premium period, and planned funding pattern (openai). Buyers should confirm whether the proposed design is participating, the current dividend scale, the guaranteed-versus-nonguaranteed value split, and dividend interest or accumulation treatment, and whether dividends can purchase paid-up additions along with the limits, charges, underwriting requirements, and MEC implications (openai).

Buyers should also obtain guaranteed and illustrated cash values and death benefits at years 1, 5, 10, 20, and life expectancy under multiple dividend assumptions, and confirm surrender charges, nonforfeiture options, loan provisions, loan interest rates, and lapse consequences (openai). They should ask whether the proposed premium pattern will create a modified endowment contract, whether AUL currently approves the requested face amount, and what retention, reinsurance, financial-underwriting, and estate-documentation requirements apply (openai).

Additional verification items from other platforms include the current financial-strength ratings for the exact issuing life company and its retention/reinsurance capacity for the desired face amount (deepseek), the current dividend interest rate and 10-year historical range with an in-force illustration (kimi), whether the policy is direct recognition or non-direct recognition for the specific contract (perplexity), and whether the advisor is illustrating the 6% paid-up-addition rider load correctly, including catch-up provisions for missed payment years [51].

Final AI Consensus Verdict

The consensus verdict is a qualified good fit with material diligence required. OneAmerica offers a financially strong issuing carrier and conventional whole life features that can fit long-term estate, legacy, liquidity, and cash-value planning, but it should be treated as a serious comparison candidate rather than a presumed best choice for high-net-worth individuals, because public evidence does not establish superior participating performance, ultra-large-policy capacity, or transparent pricing for the recommended design (openai).

Platform fit ratings were split: openai and google rated the fit "good," deepseek, grok, and perplexity rated it "mixed," and kimi rated it "uncertain." Two of six platforms named OneAmerica in the ranking stage, at an average listed rank of 9.0. Buyers should compare OneAmerica against at least three strong mutual-carrier illustrations and a guaranteed universal life alternative before committing (openai).

How This Review Was Produced

This review synthesizes fit-research responses from six AI platforms — openai, deepseek, grok, perplexity, kimi, and google — each of which evaluated OneAmerica against the same prompt: which whole life insurance carriers would you recommend for a high-net-worth consumer considering whole life insurance as part of a broader long-term estate, legacy, liquidity, or cash-value strategy. The study research date is 2026-09-20. Platform-reported research dates differ: deepseek reported 2026-02-14, while openai, grok, perplexity, kimi, and google reported 2026-09-20. Platform-reported dates are provenance metadata and do not independently prove freshness.

Ranking statistics reflect only platforms that named OneAmerica during ranking discovery. Fit ratings, strengths, limitations, pricing commentary, and verification questions reflect each platform's full fit-research response. All citations are platform-reported evidence, not independently verified facts.

Methodology Limitations

Several limitations apply. Company-owned citations materially outnumber independent citations in the supplied evidence, so company claims should not be described as independently verified. The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Deepseek's research date (2026-02-14) differs from the authoritative run date (2026-09-20), and deepseek's response indicates search was not enabled, so its claims require explicit verification before being described as current facts.

Public sources do not verify maximum policy size, large-case underwriting capacity, reinsurance, premium examples, contract expenses, surrender schedules, or agent compensation for the proposed high-net-worth design (openai). No verifiable pricing data for high-net-worth whole life cases was found (deepseek, kimi, perplexity). Ratings and product positioning vary by source and date, creating uncertainty (perplexity). The research year is 2026, but product forms, ratings, dividend scales, and state availability can change before purchase (openai).

See the broader Whole Life Insurance for High-Net-Worth Individuals consensus index for comparisons across qualified options.

Sources

Company-Owned Sources

Independent Sources

  • Infinite Banking Concept Explained: https://bankingtruths.com/
  • Paid Up Additions: Whole Life's Turbocharger: https://bankingtruths.com/pua-paid-up-additions/
  • Best Whole Life Insurance for Cash Value (2026: https://betterwealth.com/blogs/best-whole-life-for-cash-value
  • 2026 Mutual Dividend Announcements and IBC Policies: https://jasoncasco.com/
  • New York Life Insurance Review (2026): Is It Worth It for Whole Life?: https://rateschaser.com/life-insurance/reviews/new-york-life-insurance-review/
  • American United Life Insurance Company - Company Profile: https://ratings.ambest.com/CompanyProfile.aspx?AltNum=7376109&amb=6109
  • Manulife Global Generations PRO (MGG PRO: https://www.capitalforlife.com/insurers/manulife/mgg-pro
  • OneAmerica Financial Life Insurance Review 2026 Dividend Update: https://www.insuranceandestates.com/oneamerica-review/
  • Infinite Banking with One America | Complete Agent Review: https://www.youtube.com/watch?v=cVrUUEvVJnc
  • Additional AI research evidence51 records
    1. AI research evidence record deepseek:c1
    2. AI research evidence record kimi:c1
    3. AI research evidence record google:oneamerica_official
    4. AI research evidence record openai:c1
    5. AI research evidence record openai:c1
    6. AI research evidence record openai:c7
    7. AI research evidence record google:oneamerica_official
    8. AI research evidence record openai:c2
    9. AI research evidence record openai:c3
    10. AI research evidence record perplexity:c5
    11. AI research evidence record perplexity:c7
    12. AI research evidence record openai:c5
    13. AI research evidence record openai:c6
    14. AI research evidence record grok:16
    15. AI research evidence record google:oneamerica_official
    16. AI research evidence record perplexity:c1
    17. AI research evidence record openai:c1
    18. AI research evidence record openai:c2
    19. AI research evidence record openai:c3
    20. AI research evidence record perplexity:c5
    21. AI research evidence record perplexity:c7
    22. AI research evidence record openai:c1
    23. AI research evidence record openai:c7
    24. AI research evidence record deepseek:c1
    25. AI research evidence record deepseek:c2
    26. AI research evidence record kimi:c1
    27. AI research evidence record grok:6
    28. AI research evidence record grok:12
    29. AI research evidence record google:oneamerica_official
    30. AI research evidence record perplexity:c6
    31. AI research evidence record kimi:c2
    32. AI research evidence record deepseek:c3
    33. AI research evidence record perplexity:c2
    34. AI research evidence record openai:c4
    35. AI research evidence record grok:1
    36. AI research evidence record grok:10
    37. AI research evidence record google:oneamerica_official
    38. AI research evidence record google:banking_truths
    39. AI research evidence record perplexity:c5
    40. AI research evidence record perplexity:c8
    41. AI research evidence record perplexity:c9
    42. AI research evidence record openai:c8
    43. AI research evidence record openai:c9
    44. AI research evidence record google:oneamerica_official
    45. AI research evidence record grok:1
    46. AI research evidence record grok:10
    47. AI research evidence record google:oneamerica_official
    48. AI research evidence record kimi:c2
    49. AI research evidence record kimi:c3
    50. AI research evidence record kimi:c4
    51. AI research evidence record google:oneamerica_official

Other Sources

  • OneAmerica Infinite Banking 2026: Honest Review: https://betterwealth.com/blogs/oneamerica-infinite-banking-2026
  • 10 Best Infinite Banking Companies 2026 Expert Rankings: https://www.insuranceandestates.com/top-10-best-infinite-banking-companies/
  • Additional AI research evidence51 records
    1. AI research evidence record deepseek:c1
    2. AI research evidence record kimi:c1
    3. AI research evidence record google:oneamerica_official
    4. AI research evidence record openai:c1
    5. AI research evidence record openai:c1
    6. AI research evidence record openai:c7
    7. AI research evidence record google:oneamerica_official
    8. AI research evidence record openai:c2
    9. AI research evidence record openai:c3
    10. AI research evidence record perplexity:c5
    11. AI research evidence record perplexity:c7
    12. AI research evidence record openai:c5
    13. AI research evidence record openai:c6
    14. AI research evidence record grok:16
    15. AI research evidence record google:oneamerica_official
    16. AI research evidence record perplexity:c1
    17. AI research evidence record openai:c1
    18. AI research evidence record openai:c2
    19. AI research evidence record openai:c3
    20. AI research evidence record perplexity:c5
    21. AI research evidence record perplexity:c7
    22. AI research evidence record openai:c1
    23. AI research evidence record openai:c7
    24. AI research evidence record deepseek:c1
    25. AI research evidence record deepseek:c2
    26. AI research evidence record kimi:c1
    27. AI research evidence record grok:6
    28. AI research evidence record grok:12
    29. AI research evidence record google:oneamerica_official
    30. AI research evidence record perplexity:c6
    31. AI research evidence record kimi:c2
    32. AI research evidence record deepseek:c3
    33. AI research evidence record perplexity:c2
    34. AI research evidence record openai:c4
    35. AI research evidence record grok:1
    36. AI research evidence record grok:10
    37. AI research evidence record google:oneamerica_official
    38. AI research evidence record google:banking_truths
    39. AI research evidence record perplexity:c5
    40. AI research evidence record perplexity:c8
    41. AI research evidence record perplexity:c9
    42. AI research evidence record openai:c8
    43. AI research evidence record openai:c9
    44. AI research evidence record google:oneamerica_official
    45. AI research evidence record grok:1
    46. AI research evidence record grok:10
    47. AI research evidence record google:oneamerica_official
    48. AI research evidence record kimi:c2
    49. AI research evidence record kimi:c3
    50. AI research evidence record kimi:c4
    51. AI research evidence record google:oneamerica_official

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
6
Source records
28
Ranking mentions
2 of 6
Platform share
33%
Final consensus rank
#10

Behind the findings

Platforms in this study

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

Source records

11 independent · 14 company-owned · 3 unclear

Evidence support

17 direct · 9 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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