Answer Capsule
Banner Life is a mixed-to-good fit for Life Insurance for People With Heart Disease, depending on how stable and well documented the cardiac history is. Five of seven platforms named Banner Life during the ranking stage, and it finished with an average listed rank of 4.6 and a best rank of 4. The strongest reason to consider it is its Standard Plus table-rating baseline, which independent reviewers say can lower the absolute cost of a substandard cardiac rating. The main limitation is that Banner Life's own accelerated-underwriting eligibility document excludes heart attack, heart disease, and heart or blood-vessel surgery or disease, so most cardiac applicants face full medical underwriting.
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 5 of 7 platforms (anthropic, grok, kimi, openai, perplexity) |
| Share of included platform responses | 71.4% |
| Average listed rank | 4.6 |
| Best listed rank | 4 |
| Relevant product/model/plan | OPTerm level term life insurance; Life Step UL (conversion-only permanent coverage) |
| Overall use-case fit | Mixed to good — strong for stable, well-documented cardiac histories; weak for recent events, severe impairment, or exam-free needs |
| Research date | 2026-09-22 |
Why Banner Life Qualified for This Study
Questions This Section Answers
- Is Banner Life a good choice for life insurance for people with heart disease?
- How often did AI platforms recommend Banner Life for applicants with heart disease?
Banner Life qualified because five of the seven included platforms named it during ranking discovery for the heart-disease use case, giving it a 71.4% platform share and an average listed rank of 4.6 (best rank 4). The platforms that named it were anthropic, grok, kimi, openai, and perplexity. Deepseek and google did not name Banner Life in the ranking stage but still produced fit-research responses that were used in this review.
The fit ratings split across platforms: anthropic, deepseek, google, grok, and kimi rated Banner Life a "good" fit, while openai and perplexity rated it "mixed." That split is the central tension in this review — Banner Life's pricing structure is attractive for table-rated cardiac applicants, but its published underwriting rules exclude cardiac histories from the fast, exam-free path.
The Product, Model, Plan, or Service Most Relevant to Life Insurance for People With Heart Disease
Questions This Section Answers
- Which Banner Life plan should a buyer with heart disease apply for?
- Is Banner Life's Life Step UL available to buy directly, or only through conversion?
The most relevant Banner Life product for this use case is OPTerm level term life insurance, with traditional full underwriting. Banner Life's primary product is term life insurance sold under the OPTerm series in seven term lengths from 10 to 40 years [1]. OPTerm policies offer level premiums and a level death benefit for the full length of the initial term [3], with coverage amounts starting at $100,000 and reaching up to $10 million, and issue ages from 20 to 75 on the 10-year term [4]. Policies are renewable and convertible [5].
Life Step UL is the permanent coverage option, but it is conversion-only. Multiple independent reviews state that Life Step UL is available only through conversion from an existing Banner Life or William Penn term policy [6], that it is a conversion-only option [8], and that a buyer cannot purchase a universal life policy from Banner without first having a term policy to convert [9]. One review describes Banner's two universal life products primarily as conversion destinations for OPTerm policyholders rather than standalone products for new buyers [10].
Banner Life also describes conversion from term products to guaranteed universal life, with policy terms governing the conversion [11]. The reviewed public sources do not establish that Life Step UL is a separate currently available cardiac-specific solution (openai).
What the AI Platforms Agreed About
Questions This Section Answers
- Do AI platforms agree that Banner Life is competitive for heart disease applicants?
- What underwriting path should a Banner Life applicant with heart disease expect?
Platforms broadly agreed on three points. First, Banner Life's accelerated-underwriting pathway excludes cardiac histories. Banner Life's accelerated-underwriting eligibility document lists heart attack/heart disease and heart or blood-vessel surgery/disease as excluded conditions [12], and the same exclusions appear in other versions of that eligibility list [13]. Google's research states that a history of heart attack or heart disease excludes applicants from Banner Life's digital accelerated underwriting programs [16].
Second, platforms agreed that a traditional, fully underwritten path remains available. Banner Life states that applicants who do not qualify for accelerated underwriting may need health-record review or a no-cost medical exam, and that final health class and premium are determined after underwriting [17]. Banner Life's underwriting process considers medical history, examinations, medical records, APS information, treatment, symptoms, prognosis, and other risk information [18], and its application materials request details about heart trouble, diagnosis, treatment, results, dates, duration, and physicians [19].
Third, platforms agreed that pricing is individualized and that published sample rates do not represent cardiac pricing. Banner Life's public sample OPTerm rates are illustrative healthy-applicant rates, not cardiac-risk prices [20]. Independent reviewers note that Banner's advertised rates assume the best health class and that most applicants do not qualify for it [21].
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- How much cheaper is Banner Life than competitors for a table-rated cardiac applicant?
- Does Banner Life publish a specific waiting period after a heart attack?
The clearest disagreement is about how favorable Banner Life is for cardiac cases. Several independent sources call Banner Life a top or best option. One review states Banner Life has the best rates and most lenient underwriting for heart disease [23], another says Banner Life offers some of the most competitive term rates especially for people with heart problems [24], and another ranks Banner Life as "Best Overall" for lowest pricing plus consistent underwriting [25]. By contrast, openai and perplexity both rated the fit "mixed," and perplexity's research notes that Banner Life's underwriting guide for another term product lists coronary artery disease, cardiomyopathy, heart valve replacement, pacemaker or defibrillator, pulmonary hypertension, and recent atrial fibrillation treatment as disqualifying or highly restricted for that product [27].
There is also a conflict between Banner Life's consumer-facing marketing and its eligibility documents. Banner Life's consumer pages promote accelerated underwriting and rapid decisions, while its eligibility document expressly excludes heart attack/heart disease and heart or blood-vessel surgery/disease; the practical result for a particular applicant is not stated (openai).
Waiting periods are uncertain. Most insurers require a waiting period of at least 6 to 12 months after a heart attack [28], and most carriers will not open a file until six months [29]. Banner Life's specific waiting-period guidelines are not disclosed in publicly available materials (anthropic). One platform-reported set of cardiac guidelines describes AFib (controlled) at Standard–Table 2, single stent at Table 2–3 after 12 months, heart attack at Table 3–5 after 12–24 months with ejection fraction above 45%, bypass at Table 4–6 after 24 months, and CHF generally declined [30]. These figures are platform-reported and not confirmed by Banner Life's public materials.
A geographic conflict also exists. Legal & General UK direct policies state that a heart attack history makes applicants ineligible, but this reflects UK-specific direct-to-consumer rules; in the United States, Banner Life (under Legal & General America) is described as actively underwriting recovered cardiac cases through independent brokers using standard medical underwriting [32].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- What cardiac conditions does Banner Life's underwriting treat most favorably?
- Does Banner Life's OPTerm policy include a living benefit for terminal illness?
The feature most often cited for this use case is Banner Life's table-rating baseline. Banner Life has an unusual table rating structure that bases ratings off its Standard Plus rate class [34], and one review advises that if a condition puts an applicant at Table 3 or higher, Banner Life should always be included in the comparison [35]. Reviewers describe the effect this way: when other companies would charge Table 4 rates, Banner often comes in lower because it starts from a better baseline [36]. One source calls the Standard Plus baseline a structural pricing advantage for applicants with a past cardiac event [38].
On condition-specific treatment, one platform-reported source states that controlled atrial fibrillation is one of the most favorably treated cardiac conditions and that John Hancock and Banner Life both offer Standard to Table 2 ratings for well-managed AFib [39]. Another states Banner Life offers competitive rates for people with atrial fibrillation and some heart conditions [41]. Legal & General America underwriting criteria state that vascular disease may be eligible depending on the date of onset, duration, severity, and response to treatment [42].
On policy features, OPTerm includes an accelerated death benefit rider for qualifying terminal illness, with a maximum payment of the lesser of $500,000 or 75% of the primary death benefit, treated as an interest-accruing lien that reduces death benefits [43]. One review states the Accelerated Death Benefit is included at no additional cost on all OPTerm and Life Step UL policies [44]. Optional riders include Waiver of Premium, which waives premiums after 6+ months of total disability occurring before age 65 [45], and a Children's Rider allowing up to $10,000 in term coverage per child under age 25 [46]. Chronic illness and critical illness riders are notably absent [47].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Banner Life cost per month for a buyer with heart disease?
- What fees and contract terms apply to a Banner Life OPTerm policy?
Individual pricing for a person with heart disease is unclear without age, coverage amount, term, diagnosis, event dates, cardiac testing, treatment, medications, symptoms, smoking status, and other underwriting information (openai). Banner Life's published sample OPTerm prices are illustrative healthy-applicant rates, not cardiac-risk prices [48]. One platform-reported example shows a 50-year-old male, $500,000 20-year term at Table 4 costing $164 per month via Banner Life versus $196–$210 per month at competitors, with table ratings adding 25% per level [49]. Another platform-reported example shows a Table 4, 20-year, $500,000 term for a 50-year-old male at roughly $164 per month at Banner's base [50]. These are platform-reported illustrations, not quotes.
On fees, one platform reports a policy fee of approximately $90 per policy, waived on second, third, or additional term policies purchased on the same life (anthropic). Another reports a policy fee of roughly $80–90 annually per some documents [50]. Perplexity's research states that no separate application fee or policy fee is clearly verified in the retrieved sources (perplexity).
On contract terms, term lengths run 10, 15, 20, 25, 30, 35, or 40 years with guaranteed level premiums during the initial term, and policies are renewable after the initial term at new rates reflecting age and underwriting class (anthropic). Banner Life states that after the initial level term period, premiums increase annually to age 95 [51]. Conversion to Life Step UL is available without new underwriting before age 70 or at policy anniversary (anthropic), and the conversion option lets policyholders move to permanent coverage before the level term period ends or before attained age 70 [52]. The standard contestability period is 2 years on OPTerm and 2 years on Life Step UL, with 1-year periods in CO, MO, and ND; the suicide provision follows the same pattern (anthropic).
Best Suited For
Questions This Section Answers
- Who is Banner Life best suited for among buyers with heart disease?
- Is Banner Life worth it for an applicant expecting a Table 3 or higher rating?
Banner Life is best suited for buyers with stable, well-managed, well-documented cardiac conditions who can complete full underwriting and provide cardiology records (deepseek). It fits applicants seeking competitively priced term coverage who are willing to undergo medical-record review or an exam (openai), and applicants with stable, well-managed cardiac histories who can provide complete cardiology records, testing, treatment, medication, and symptom information (openai).
It is also positioned for applicants expecting Table 3 or higher ratings, where the Standard Plus baseline provides a pricing advantage (anthropic). One source describes Banner as worth considering when a buyer has had one cardiac issue, recovered, and made health improvements [53]. Another describes Banner as an option for applicants who are 2 to 5 years post-heart attack with excellent health markers [54]. Buyers who may value conversion from term coverage to Banner Life guaranteed universal life, subject to policy terms, are also a fit (openai).
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Banner Life for life insurance with heart disease?
- Can a buyer with a recent heart attack get Banner Life coverage without a medical exam?
Banner Life is probably not best suited for applicants expecting an exam-free or instant-decision process despite a disclosed history of heart disease (openai). Applicants with recent heart attack, recent cardiac or vascular surgery, active symptoms, unresolved testing, or unstable disease are also poor fits (openai). Buyers needing guaranteed acceptance or coverage without individualized medical underwriting should look elsewhere (openai).
Platform-reported guidance adds that recent events under 12 months post-MI or stent, CHF, or complex or multiple cardiac issues are likely to be declined or heavily rated [55]. One platform states CHF is generally declined with rare exceptions only for mild cases [56]. Applicants seeking guaranteed issue or simplified issue products should note that Banner requires full underwriting (anthropic), and those wanting immediate approval without a medical exam and with active or recent cardiac conditions are not a fit (anthropic).
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Banner Life for a buyer with a very recent cardiac event?
- When should a buyer with heart disease choose guaranteed issue instead of Banner Life?
Another option may be better in several defined situations. For a very recent cardiac event, one platform reports that Lincoln Financial is more aggressive on early timing, reviewing cases at 3 months post-event with specific criteria, while most carriers will not open a file until six months [57]. For severe, complex, or multiple cardiac conditions, one source notes Prudential as best-in-class for complex cardiac cases and conditions other carriers decline [59], and another notes Mutual of Omaha has historically been competitive with multiple impairments such as heart attack history and type 2 diabetes [61].
For guaranteed issue or simplified issue, Banner does not offer these, so buyers needing that path must obtain it elsewhere (anthropic). One platform notes guaranteed issue availability from another carrier at ages 45–85 with no exam or health questions, but with higher cost, limited coverage, and a waiting period [62]. For standalone permanent coverage, Banner does not offer standalone whole life, so other carriers are required (anthropic). For buyers who prefer online application and instant approval, other carriers offer faster digital processes, and Banner requires agent involvement (anthropic). For critical illness or chronic illness riders, competitors now offer these and Banner does not include them (anthropic). For tobacco users, multiple sources note Banner's rates are less competitive for smokers (anthropic).
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Banner Life before signing a contract?
- How can a buyer with heart disease confirm their likely rate class before applying?
Before buying, a buyer should confirm whether the disclosed diagnosis qualifies for traditional underwriting and whether informal pre-underwriting is available before a formal application or MIB record is created (openai). They should ask whether Banner Life will require an Attending Physician Statement, cardiology records, EKG, echocardiogram, stress test, catheterization results, laboratory results, or a new paramedical exam (openai). They should ask how the specific diagnosis, severity, event date, treatment, medications, symptoms, ejection fraction, testing results, smoking status, and other risk factors will affect the likely rate class (openai).
Other items to verify include whether accelerated underwriting is unavailable solely because of the cardiac history or whether any part of the application can still be processed digitally (openai); the maximum term length, face amount, exclusions, postponement periods, and premium implications for the cardiac history (openai); the exact conversion deadline, eligible conversion products, conversion amount limits, and pricing rules (openai); which Banner Life or William Penn entity would issue the policy in the buyer's state (openai); and whether any record-retrieval, policy, rider, payment-mode, or administrative charges are not shown in the online quote (openai). Buyers should also ask whether, if declined or postponed, they can obtain the underwriting reason and reuse the medical evidence with another carrier (openai).
Platform-reported verification questions add: what exact table rating or class applies based on the specific cardiac history, tests, and stability [63]; whether full medical exam or APS will be required and what timeline and approval odds to expect [63]; whether Banner Life's specific waiting period policy for the cardiac condition differs from the general 6–12 month industry standard (anthropic); how Banner evaluates ejection fraction, number of affected coronary arteries, and time elapsed since the last cardiac event (anthropic); and whether Banner offers any discount or rebate programs for cardiac patients with strong treatment adherence (anthropic).
Final AI Consensus Verdict
Banner Life is a mixed-to-good fit for life insurance for people with heart disease, not a clear best-in-market choice. Five of seven platforms named it in the ranking stage, and five of seven rated the fit "good" while two rated it "mixed." The strongest case for Banner Life is its Standard Plus table-rating baseline, which independent reviewers say can reduce the absolute cost of a substandard cardiac rating, especially at Table 3 or higher. The strongest case against is that Banner Life's own accelerated-underwriting eligibility document excludes heart attack, heart disease, and heart or blood-vessel surgery or disease, so cardiac applicants should expect full medical underwriting, possible APS review, and case-specific pricing that published sample rates do not represent. Buyers should use an independent broker for cardiac pre-underwriting and compare the final offer against multiple carriers before purchasing.
How This Review Was Produced
This review was produced from seven platform fit-research responses collected for the topic "Best Life Insurance for People With Heart Disease," using the run research date of 2026-09-22. Five of the seven platforms named Banner Life during ranking discovery; all seven produced fit-research responses that were used. Platform fit ratings were: anthropic good, deepseek good, google good, grok good, kimi good, openai mixed, perplexity mixed. Citations are platform-reported evidence, not independently verified facts. The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Where a platform supplied no citation for a factual claim, the claim is labeled platform-reported or unverified.
Methodology Limitations
Several limitations apply. Platform-reported research dates differ from the authoritative run date: deepseek's research date is 2026-06-11, while the other six platforms report 2026-09-22. Platform-reported dates are provenance metadata and do not independently prove freshness. All included platforms evaluated fit, but platform mentions count only platforms that named the entity during ranking discovery. Conflicting product names, pricing, and capabilities were not resolved by guessing; conflicts are described and buyers are directed to verify. The deterministic identity audit noted that official-site retrieval failed for one or more mentions and that a product-labeled company mention was merged using matching company-name and supplied-domain signatures. Banner Life does not publish cardiac-specific underwriting guidelines or rate tables publicly, so eligibility and pricing for a given heart condition cannot be verified from public sources alone (deepseek). No public verified 2026 pricing quotes for heart disease applicants were found; examples are illustrative (grok). Limited independent data exists on actual approval rates and table rating assignment for Banner cardiac applicants, and most evidence is anecdotal or agent experience (anthropic). One platform ran without search enabled (deepseek), so its claims require explicit verification before being described as current facts. AI-platform agreement does not prove product quality.
Sources
Company-Owned Sources
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- Banner Life Insurance – Official Site: https://www.bannerlife.com
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- BeyondTerm | Underwriting Guide: https://www.bannerlife.com/docs/default-source/advisor/products/beyondterm/underwriting-guide.pdf
- PDF OPTerm Level Premium Plans - Product - Banner Life: https://www.bannerlife.com/docs/default-source/advisor/term/opterm-product-specs-consumer.pdf
- OPTerm | Product Specifications: https://www.bannerlife.com/docs/default-source/advisor/term/opterm-product-specs.pdf
- Accelerated Underwriting Eligibility: https://www.bannerlife.com/docs/default-source/advisor/underwriting/accelerated-underwriting-eligibility.pdf
- Accelerated Underwriting eligibility: https://www.bannerlife.com/docs/default-source/advisor/underwriting/accelerated-underwriting-eligibility.pdf?sfvrsn=23f87562_8
- PDF Accelerated Underwriting eligibility - Banner Life: https://www.bannerlife.com/docs/default-source/advisor/underwriting/accelerated-underwriting-eligibility.pdf?sfvrsn=23f87562_9
- MARCH 2026 Field guide for life insurance underwriting: https://www.bannerlife.com/docs/default-source/advisor/underwriting/underwriting-field-guide.pdf
- Banner Life family of companies Legal Disclaimers: https://www.bannerlife.com/legal-disclaimers
- Get a Term life Insurance Quote: https://www.bannerlife.com/life-insurance/banner-life-and-william-penn-term-life-insurance
- How to Get Life Insurance: https://www.bannerlife.com/life-insurance/basics/how-to-get-life-insurance
- What Is Underwriting?: https://www.bannerlife.com/life-insurance/basics/what-is-underwriting
- Universal Life Insurance: https://www.bannerlife.com/life-insurance/universal
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Additional AI research evidence63 records
- AI research evidence record anthropic:10-1
- AI research evidence record anthropic:10-3
- AI research evidence record anthropic:10-6
- AI research evidence record anthropic:10-7
- AI research evidence record anthropic:10-8
- AI research evidence record anthropic:10-2
- AI research evidence record anthropic:10-4
- AI research evidence record anthropic:15-1
- AI research evidence record anthropic:15-2
- AI research evidence record anthropic:16-5
- AI research evidence record openai:c6
- AI research evidence record openai:c4
- AI research evidence record grok:2
- AI research evidence record perplexity:c8
- AI research evidence record perplexity:c9
- AI research evidence record google:1.1.1
- AI research evidence record openai:c5
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c1
- AI research evidence record anthropic:43-1
- AI research evidence record anthropic:43-2
- AI research evidence record anthropic:6-12
- AI research evidence record anthropic:23-1
- AI research evidence record anthropic:26-3
- AI research evidence record anthropic:26-9
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:1-2
- AI research evidence record anthropic:4-18
- AI research evidence record grok:0
- AI research evidence record kimi:mozdex-best-2
- AI research evidence record google:1.2.3
- AI research evidence record google:1.2.2
- AI research evidence record anthropic:40-2
- AI research evidence record anthropic:42-1
- AI research evidence record anthropic:41-1
- AI research evidence record anthropic:41-2
- AI research evidence record anthropic:44-4
- AI research evidence record anthropic:42-5
- AI research evidence record anthropic:42-6
- AI research evidence record anthropic:7-5
- AI research evidence record anthropic:5-1
- AI research evidence record perplexity:c7
- AI research evidence record anthropic:16-16
- AI research evidence record anthropic:16-17
- AI research evidence record anthropic:16-18
- AI research evidence record anthropic:16-20
- AI research evidence record openai:c1
- AI research evidence record kimi:mozdex-best-2
- AI research evidence record grok:0
- AI research evidence record perplexity:c12
- AI research evidence record anthropic:10-9
- AI research evidence record anthropic:25-12
- AI research evidence record google:1.2.2
- AI research evidence record grok:0
- AI research evidence record kimi:mozdex-best-2
- AI research evidence record anthropic:4-17
- AI research evidence record anthropic:4-18
- AI research evidence record anthropic:25-13
- AI research evidence record anthropic:25-14
- AI research evidence record anthropic:25-16
- AI research evidence record kimi:mutualofomaha-4
- AI research evidence record grok:0
Independent Sources
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- banner life insurance review: https://benzinga.com/money/banner-life-insurance-review
- Accelerated Underwriting: https://content.naic.org/insurance-topics/accelerated-underwriting
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- Banner Life Insurance Review: https://www.investopedia.com/banner-life-insurance-review-5186506
- Banner Life Insurance Review: https://www.keypersoninsurance.com/banner-life-insurance-review/
- Top Life Insurance Companies 2026: Rates And Reviews: https://www.lifeinsure.com/best-life-insurance-companies/
- Life Insurance After a Heart Attack | Expert Coverage Guide: https://www.locallifeagents.com/life-insurance/high-risk/heart-attack/
- Best No-Exam Life Insurance Companies (2026: https://www.moneygeek.com/insurance/life/best/no-medical-exam/
- Banner Life Insurance Review 2026: Pricing, Pros & Cons: https://www.moneygeek.com/insurance/life/reviews/banner-life/
- 2025 Guide On Life Insurance With Heart Disease: https://www.pinnaclequote.com/blog/life-insurance-heart-disease/
- Heart Conditions and Life Insurance: Your Guide to Getting Coverage: https://www.riskquoter.com/high-risk/heart-conditions/
- Banner Life Insurance Review for 2026 | U.S. News: https://www.usnews.com/insurance/life-insurance/banner-life
Additional AI research evidence63 records
- AI research evidence record anthropic:10-1
- AI research evidence record anthropic:10-3
- AI research evidence record anthropic:10-6
- AI research evidence record anthropic:10-7
- AI research evidence record anthropic:10-8
- AI research evidence record anthropic:10-2
- AI research evidence record anthropic:10-4
- AI research evidence record anthropic:15-1
- AI research evidence record anthropic:15-2
- AI research evidence record anthropic:16-5
- AI research evidence record openai:c6
- AI research evidence record openai:c4
- AI research evidence record grok:2
- AI research evidence record perplexity:c8
- AI research evidence record perplexity:c9
- AI research evidence record google:1.1.1
- AI research evidence record openai:c5
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c1
- AI research evidence record anthropic:43-1
- AI research evidence record anthropic:43-2
- AI research evidence record anthropic:6-12
- AI research evidence record anthropic:23-1
- AI research evidence record anthropic:26-3
- AI research evidence record anthropic:26-9
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:1-2
- AI research evidence record anthropic:4-18
- AI research evidence record grok:0
- AI research evidence record kimi:mozdex-best-2
- AI research evidence record google:1.2.3
- AI research evidence record google:1.2.2
- AI research evidence record anthropic:40-2
- AI research evidence record anthropic:42-1
- AI research evidence record anthropic:41-1
- AI research evidence record anthropic:41-2
- AI research evidence record anthropic:44-4
- AI research evidence record anthropic:42-5
- AI research evidence record anthropic:42-6
- AI research evidence record anthropic:7-5
- AI research evidence record anthropic:5-1
- AI research evidence record perplexity:c7
- AI research evidence record anthropic:16-16
- AI research evidence record anthropic:16-17
- AI research evidence record anthropic:16-18
- AI research evidence record anthropic:16-20
- AI research evidence record openai:c1
- AI research evidence record kimi:mozdex-best-2
- AI research evidence record grok:0
- AI research evidence record perplexity:c12
- AI research evidence record anthropic:10-9
- AI research evidence record anthropic:25-12
- AI research evidence record google:1.2.2
- AI research evidence record grok:0
- AI research evidence record kimi:mozdex-best-2
- AI research evidence record anthropic:4-17
- AI research evidence record anthropic:4-18
- AI research evidence record anthropic:25-13
- AI research evidence record anthropic:25-14
- AI research evidence record anthropic:25-16
- AI research evidence record kimi:mutualofomaha-4
- AI research evidence record grok:0
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
- 47
- Ranking mentions
- 5 of 7
- Platform share
- 71%
- Final consensus rank
- #5
Behind the findings
Platforms in this study
- ChatGPT
- Claude
- DeepSeek
- Grok
- Perplexity
- Kimi
- Gemini
Source records
25 independent · 22 company-owned
Evidence support
24 direct · 3 partial
Keep in mind
Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.
Technical verification details
Use this SHA-256 fingerprint to identify the source snapshot associated with this study.
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