Answer Capsule
Guardian Life is a good, conditional fit for a consumer living with HIV who is medically stable and wants substantial individually underwritten term or whole life coverage. Six of seven platforms named Guardian Life during the ranking stage, and it finished third overall with an average listed rank of 2.67 and a best rank of 1. The strongest reason to consider it is that Guardian publicly states it underwrites qualified people living with HIV for both term and whole life insurance, with published coverage ranges of $100,000 to $10 million for term and $25,000 to $10 million for whole life [1]. The main limitation is that eligibility is narrow, approval is not guaranteed, and no public HIV-specific rate schedule exists.
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 6 of 7 platforms (anthropic, google, grok, kimi, openai, perplexity) |
| Share of included platform responses | 85.7% |
| Average listed rank | 2.67 |
| Best listed rank | 1 (openai) |
| Relevant product/model/plan | Individually underwritten Guardian term life insurance and whole life insurance for qualified people living with HIV |
| Overall use-case fit | Good, conditional — strong for stable, well-managed HIV; not a guaranteed-acceptance option |
| Research date | 2026-09-22 |
Why Guardian Life Qualified for This Study
Questions This Section Answers
- Is Guardian Life a good choice for life insurance for people living with HIV?
- Why did AI platforms rank Guardian Life for HIV life insurance instead of other carriers?
Guardian Life qualified because it is one of the few large U.S. carriers that publicly states it underwrites qualified people living with HIV for both term and whole life insurance, rather than routing this population only to guaranteed-issue products [4]. Independent reviews describe Guardian as one of a handful of insurers currently offering fully underwritten coverage for HIV-positive applicants [9].
The ranking-stage evidence is broad but not unanimous. Six of the seven included platforms named Guardian Life, and it landed at an average listed rank of 2.67 with a best rank of 1. One platform, deepseek, did not name Guardian in the ranking stage and later reported that it could not locate Guardian-published or independently verified HIV-specific eligibility, pricing, or program details, so it rated the fit as uncertain [10]. That single dissent is a meaningful signal about how much of Guardian's HIV program rests on company-published material rather than independent verification.
Guardian's own HIV page is the primary evidence source cited across platforms. It states that Guardian offers both term life and whole life insurance options to people living with HIV and that each case is individually underwritten [13]. Guardian also states it was among the first and few in the industry to extend this commitment [20].
The Product, Model, Plan, or Service Most Relevant to Life Insurance for People Living With HIV
Questions This Section Answers
- Which Guardian Life policy should a buyer living with HIV apply for if they want the largest possible death benefit?
- Does Guardian Life offer whole life insurance with cash value to HIV-positive applicants, or only term coverage?
The relevant offering is individually underwritten Guardian term life insurance and whole life insurance for qualified people living with HIV. Guardian's published coverage ranges are $100,000 to $10 million for term life and $25,000 to $10 million for whole life [21].
Term life provides temporary coverage, while whole life is permanent and builds cash value. Guardian's whole-life disclosures state that guarantees depend on timely premium payment and the insurer's claims-paying ability, and that policy loans or withdrawals reduce cash values and death benefits [21]. Term life is available in 10-, 15-, 20-, or 30-year terms for adults ages 18–75 according to one platform's summary of Guardian's terms [29], though the exact term durations available to an HIV-positive applicant were not verified from Guardian's HIV page.
One platform reported a materially different maximum: Google's evidence cites a $2 million maximum for term or whole life under Guardian's HIV program, sourced to an independent product guide [31]. Guardian's own HIV page, as cited by six platforms, states up to $10 million. This conflict is unresolved in the supplied research and should be confirmed in writing before applying.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree that Guardian Life offers to HIV-positive life insurance applicants?
- Is Guardian Life's HIV underwriting program described consistently across AI platforms?
The platforms agreed on several core points. Guardian publicly states that it offers both term life and whole life insurance to qualified people living with HIV [32]. Guardian's published eligibility criteria are unusually specific for the industry: age 20–65, at least two years on highly active antiretroviral therapy, favorable laboratory results, no AIDS-defining condition, no hepatitis B history, hepatitis C antibody negative or cured, undetectable viral load, CD4 above 350 and never below 200, no intravenous drug-use history within seven years, and care from a doctor specializing in HIV treatment [32].
Platforms also agreed that each case is individually underwritten and that qualified applicants may receive standard or substandard premiums depending on individual circumstances [32]. Guardian's underwriting page states that underwriting may review medical history, prescriptions, medical records, lifestyle, financial information, and exam results, and that most applicants generally complete a health exam, with underwriting commonly taking four to six weeks after application and examination [42].
Independent sources support Guardian's market positioning as one of a limited number of insurers publicly associated with both term and whole life underwriting for qualified HIV-positive applicants [43]. That agreement describes availability and positioning; it does not establish that Guardian will offer the lowest price or the best terms for any individual applicant.
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Is Guardian Life's maximum HIV life insurance coverage $2 million or $10 million?
- How certain is the AI evidence that Guardian Life currently underwrites HIV-positive applicants?
The largest disagreement is the maximum coverage amount. Guardian's own HIV page, as cited by six platforms, states up to $10 million for both term and whole life [50]. Google's evidence cites an independent product guide stating a $2 million maximum [55], and Perplexity's evidence notes independent sources reporting both $10 million and $2 million caps while the retrieved official materials did not verify a specific cap [56]. Grok's evidence attributes the lower figures to older sources [58]. This conflict is unresolved and should be confirmed in writing.
A second uncertainty concerns CD4 thresholds. Guardian's published criteria state CD4 above 350 with no history below 200 [50], but one independent broker document lists a higher threshold of 500 [61]. Google's evidence notes this may reflect state filing differences or case-specific underwriting.
A third uncertainty concerns rider availability. Guardian offers riders including accelerated death benefit, accidental death benefit, and waiver of premium [62], but multiple sources state that most riders and benefits will not be available because HIV cases are issued at substandard ratings [63]. Which specific riders remain available for HIV cases is not resolved in the supplied research.
A fourth uncertainty is the strength of independent verification. Deepseek reported that it could not locate Guardian-published or independently verified HIV-specific eligibility, pricing, or program details, and rated the fit as uncertain [65]. Deepseek's research ran without search enabled and is dated 2026-01-15, eight months before the authoritative run date, so its dissent may reflect retrieval limits rather than a genuine absence of a Guardian program. It should be read as a caution about verification depth, not as contradicting the six platforms that retrieved Guardian's HIV page directly.
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- What health criteria must a buyer living with HIV meet to qualify for Guardian Life coverage?
- Does Guardian Life require a medical exam for HIV-positive life insurance applicants?
Guardian's HIV program is built around documented clinical stability. The published criteria require age 20–65, at least two years of highly active antiretroviral therapy, favorable laboratory results, no AIDS-defining condition, no hepatitis B history, hepatitis C antibody negative or cured, undetectable viral load, CD4 above 350 and never below 200, no intravenous drug-use history within seven years, and care from a doctor specializing in HIV treatment [68]. Ongoing care by an HIV-specialist physician is expressly part of the eligibility criteria, which aligns directly with the buyer profile in this study [68].
Underwriting is individual and medical. Guardian states that most applicants will complete an application and generally a health exam, with underwriting commonly taking four to six weeks after application and examination, though timing varies [73]. Independent reviews state that medical exams are typically required for term and whole life coverage and that applicants with health conditions may need to submit additional medical records [75]. One source mentions accelerated underwriting allowing qualifying healthy applicants to get coverage without a medical exam [78], but it is unclear whether that path applies to HIV applicants.
Guardian does not offer online policy purchase; every application routes through a licensed financial professional [79]. Agents are available weekdays during normal business hours, which one review notes can make it difficult to get answers or file claims outside those hours [81]. Guardian does not offer guaranteed-issue or simplified-issue life insurance, so applicants who do not qualify for standard or accelerated underwriting have no fallback product within Guardian [82].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Guardian Life cost per month for an HIV-positive applicant, and are there setup or cancellation fees?
- Is Guardian Life cheaper than other carriers for HIV life insurance at $500,000 or more in coverage?
No public applicant-specific premiums or rate table for people living with HIV were verified. Guardian states that pricing may be standard or substandard and is determined through individual underwriting [83]. One independent broker document states that policies are issued at moderately substandard rates [87]. Pricing confidence across platforms is low.
The only quantified pricing evidence is for non-HIV applicants. Independent analysis cited by one platform found Guardian's term rates 15% to 38% below the national average for coverage of $250,000 or less, with the advantage narrowing at $500,000 and above, where rates are in line with or slightly above the national average for both men and women [89]. Sample figures cited include approximately $59 per month for Guardian versus a $46 average for Banner Life and Transamerica at $500,000 coverage for a 40-year-old male nonsmoker [91]. These figures are for healthy applicants and should not be treated as HIV pricing.
On fees and contract terms, no separate HIV-program fee was publicly verified, and possible medical-examination or related application costs are unclear [83]. Coverage remains subject to the issued policy contract, timely premium payment, and claims-paying ability [83]. Term duration, conversion rights, riders, nonforfeiture provisions, surrender values, and cancellation consequences depend on the specific policy and state-approved contract and were not fully verified from the public HIV page [83]. One platform notes a standard 10-to-30 day free-look period varying by state during which a policy can be canceled for a full premium refund [94]. For whole life, policy loans or withdrawals can reduce cash value and death benefits, and tax consequences may apply in some circumstances [83].
Best Suited For
Questions This Section Answers
- Who is Guardian Life best suited for among buyers living with HIV?
- Is Guardian Life worth considering for an HIV-positive buyer who wants more than $1 million in coverage?
Guardian is best suited for applicants ages 20 through 65 who meet Guardian's published HIV criteria and want individually underwritten coverage with substantial face amounts [95]. The strongest fit is an applicant with at least two years of antiretroviral treatment, undetectable viral load, qualifying CD4 results, and ongoing specialist care [95].
It is also a reasonable consideration for buyers who want either term or whole life from a single carrier, and for those who value a mutual insurer structure. Guardian is mutually owned by policyholders rather than shareholders, and eligible whole life policyholders can share in company profits through annual dividends [102]. One platform cites a $1.7 billion dividend declared for 2026 at a 6.25% dividend interest rate, described as the largest in the company's 165-year history, and notes Guardian has paid a dividend every year since 1868 [104]. Guardian also holds an A++ financial strength rating from AM Best according to one independent review [107]. These are company-strength signals, not evidence about HIV underwriting outcomes.
Buyers seeking coverage amounts above $1 million may find Guardian especially relevant because guaranteed-issue alternatives typically cap far lower [108].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Guardian Life for life insurance while living with HIV?
- Can a buyer recently diagnosed with HIV or with an AIDS-defining illness qualify for Guardian Life coverage?
Guardian is probably not the right choice for applicants outside its stated age range or medical criteria [113]. That includes applicants under 20 or over 65, applicants with fewer than two years of documented antiretroviral therapy, and applicants with a current or recent AIDS-defining illness [113].
It is also a poor fit for applicants with hepatitis B history, active hepatitis C, or intravenous drug-use history within seven years [113]. Buyers who need guaranteed-issue, no-exam, or rapid acceptance should look elsewhere, because Guardian does not offer guaranteed-issue or simplified-issue life insurance and applicants who fail underwriting have no alternative within Guardian [124].
Buyers who want to purchase online without agent contact, or who need after-hours and weekend customer service, should weigh that Guardian requires a licensed financial professional for every application and staffs agents on weekdays during normal business hours [127]. Buyers who need extensive rider options should also verify carefully, because multiple sources state most riders and benefits will not be available due to substandard rating [130].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Guardian Life for an HIV-positive buyer who cannot meet Guardian's treatment-duration or lab criteria?
- When should a buyer living with HIV use a broker instead of applying directly to Guardian Life?
Another option may be better in four situations. First, if a broker's comparison shows another carrier offers a better underwriting class or lower premium for the applicant's specific HIV and overall medical profile, that carrier should win [133]. Second, if the applicant does not meet Guardian's published criteria, guaranteed-issue or simplified-issue coverage may be more attainable, though usually with lower limits and higher cost [133]. Third, if the applicant primarily needs employer coverage with limited or no medical underwriting and accepts possible portability or benefit limits, group coverage may be simpler [133]. Fourth, if the applicant wants only temporary income-replacement protection and another carrier offers more favorable term pricing or conversion terms, that carrier may be preferable [133].
Platforms specifically flagged scenarios where alternatives deserve a look: applicants with hepatitis B or C, IV drug-use history, or an AIDS-defining condition; applicants needing immediate coverage without a medical exam; and applicants seeking coverage above $10 million, who may need a layered approach across multiple carriers [136]. One platform recommends comparing Guardian against Prudential, John Hancock, and Pacific Life for the same health profile, especially above $500,000 in coverage [138]. Another notes that independent brokers can place coverage with whichever underwriter most favorably rates the specific viral load and CD4 profile [137]. One platform also references AllLife, a South Africa-based specialist, as an example of a market-specific alternative outside the U.S. [139].
Questions to Verify Before Buying
- Is the HIV underwriting program available in your state and for the requested policy type, face amount, and term length [140]?
- Does the applicant meet the current requirements for age, antiretroviral-treatment duration, viral load, CD4 history, hepatitis history, AIDS-defining conditions, intravenous drug-use history, and specialist care [140]?
- What underwriting class, premium, exclusions, and maximum issue amount would apply based on the complete medical file [140]?
- Is the maximum coverage $2 million or $10 million for this applicant, and can Guardian confirm it in writing [146]?
- Will a paramedical examination, HIV-related laboratory testing, attending-physician statement, or prescription and medical-record review be required [149]?
- What exact term lengths are available, and can the term policy be converted to permanent coverage without new medical underwriting [140]?
- For whole life, what are the guaranteed cash values, non-guaranteed elements, dividend treatment, surrender values, loan interest terms, and lapse consequences [140]?
- Which specific riders and policy add-ons remain available under a substandard rating, and which are excluded [155]?
- Are there state-specific limitations, riders, exclusions, contestability provisions, or application disclosure requirements [140]?
- Should an independent broker obtain simultaneous informal inquiries or quotes from other carriers before submitting a formal application [140]?
- Are there any application, examination, policy, rider, premium-mode, or reinstatement fees [140]?
Final AI Consensus Verdict
Guardian Life is a good, conditional fit for Life Insurance for People Living With HIV. Six of seven platforms named it in the ranking stage, it averaged a listed rank of 2.67, and it reached the top position on one platform. The consensus rests on Guardian's own published HIV underwriting program, which states that qualified applicants can obtain individually underwritten term life from $100,000 to $10 million and whole life from $25,000 to $10 million, subject to strict clinical criteria [160].
That consensus should not be read as proof of product quality or of approval. Guardian's public materials describe possible standard or substandard premiums but do not disclose a public HIV-specific rate schedule [160]. Independent sources support Guardian's market positioning but do not independently verify approval rates, claim outcomes, or comparative pricing [166]. One platform rated the fit uncertain after failing to locate verified HIV-specific program details [173].
The practical verdict: Guardian is worth considering if the applicant is medically stable, meets the published criteria, and wants substantial term or whole life coverage through full underwriting. It should not be treated as guaranteed acceptance or assumed to be the lowest-cost option. An independent broker should compare Guardian's informal underwriting outcome, premium, policy terms, and state availability with other carriers before purchase [160]. Buyers can review the full Life Insurance for People Living With HIV consensus index for how Guardian compares with other carriers, and browse the broader life insurance category directory for related health-condition coverage.
How This Review Was Produced
This review was produced from a structured multi-platform research run dated 2026-09-22. Seven AI platforms evaluated which life insurance carriers are generally worth considering for applicants living with HIV: anthropic, deepseek, google, grok, kimi, openai, and perplexity. Each platform returned a fit assessment, use-case findings, pricing and terms, limitations, and questions to verify before buying.
Guardian Life was named by six of the seven platforms during the ranking stage and finished third overall. The report evaluates Guardian Life only for the Life Insurance for People Living With HIV use case. It is not a broad company review, and no claim in this report should be read as an assessment of Guardian's other products or services.
All factual claims are attributed to the platform that supplied them using parenthetical citation IDs. Company-owned sources are Guardian's own pages. Independent sources are third-party reviews, directories, and consumer information sites. No personal testing, customer experience, or independent verification of Guardian's HIV underwriting outcomes was performed for this report.
Methodology Limitations
Several limitations apply. First, all 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.
Second, platform-reported research dates differ from the authoritative run date. Deepseek's research is dated 2026-01-15, eight months before the 2026-09-22 run date, and its research ran without search enabled. Its dissent on Guardian's HIV program may reflect retrieval limits rather than a genuine absence of a program.
Third, Guardian's HIV page was updated June 3, 2026, but public pages do not provide the complete current underwriting manual or all state-specific availability rules [178]. The exact policy series, term durations, and state availability remain unclear.
Fourth, the maximum coverage amount is disputed. Guardian's own page states up to $10 million, while one independent product guide states $2 million [179]. This conflict is unresolved.
Fifth, no reliable public price comparison was verified for a typical HIV-positive applicant. The only quantified pricing evidence is for non-HIV applicants and should not be applied to HIV underwriting.
Sixth, the deterministic identity audit notes that official-site retrieval failed for one or more mentions during the ranking stage, and that a product-labeled company mention was merged using matching company-name and supplied-domain signatures. No failed fetch was used as a verified domain key.
Seventh, platform agreement on Guardian's availability does not prove product quality, approval likelihood, or pricing competitiveness. It describes what platforms reported, not what any individual applicant will experience.
Sources
Company-Owned Sources
- Solutions - Life Cover for HIV or Diabetes in South Africa | AllLife: https://alllife.co.za/solutions/
- Life Insurance: https://www.guardianlife.com/life-insurance
- Can I Buy Life Insurance if I have a Pre-existing Condition?: https://www.guardianlife.com/life-insurance/buying-with-medical-condition
- Life insurance for people with HIV: https://www.guardianlife.com/life-insurance/hiv
- Term Life Insurance: https://www.guardianlife.com/life-insurance/term-life-insurance
- Life Insurance Underwriting: What to Expect: https://www.guardianlife.com/life-insurance/underwriting
- Whole Life Insurance: https://www.guardianlife.com/life-insurance/whole-life-insurance
- Official pricing and terms source: https://www.guardianlife.com
- Official pricing and terms source: https://www.guardianlife.com/terms-conditions
Additional AI research evidence181 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:22-2
- AI research evidence record anthropic:22-3
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-15
- AI research evidence record anthropic:10-13
- AI research evidence record grok:1
- AI research evidence record grok:7
- AI research evidence record anthropic:23-2
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
- AI research evidence record deepseek:c4
- AI research evidence record anthropic:2-2
- AI research evidence record anthropic:2-4
- AI research evidence record anthropic:2-6
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:39-7
- AI research evidence record openai:c1
- AI research evidence record anthropic:22-2
- AI research evidence record anthropic:22-3
- AI research evidence record anthropic:39-2
- AI research evidence record anthropic:39-3
- AI research evidence record grok:0
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record openai:c4
- AI research evidence record anthropic:1-9
- AI research evidence record anthropic:1-10
- AI research evidence record google:1.1.2
- AI research evidence record openai:c1
- AI research evidence record anthropic:2-2
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:2-4
- AI research evidence record anthropic:40-1
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c4
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:1-1
- AI research evidence record anthropic:1-15
- AI research evidence record anthropic:10-13
- AI research evidence record grok:1
- AI research evidence record grok:7
- AI research evidence record anthropic:23-2
- AI research evidence record openai:c1
- AI research evidence record anthropic:22-2
- AI research evidence record anthropic:22-3
- AI research evidence record grok:0
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record google:1.1.2
- AI research evidence record perplexity:c5
- AI research evidence record perplexity:c6
- AI research evidence record grok:1
- AI research evidence record perplexity:c1
- AI research evidence record google:1.1.1
- AI research evidence record google:1.2.1
- AI research evidence record anthropic:36-7
- AI research evidence record anthropic:6-17
- AI research evidence record anthropic:6-19
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
- AI research evidence record deepseek:c4
- AI research evidence record openai:c1
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record google:1.1.1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c4
- AI research evidence record anthropic:32-1
- AI research evidence record anthropic:32-7
- AI research evidence record anthropic:45-2
- AI research evidence record anthropic:4-3
- AI research evidence record anthropic:1-9
- AI research evidence record anthropic:1-10
- AI research evidence record anthropic:30-13
- AI research evidence record anthropic:11-14
- AI research evidence record openai:c1
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record anthropic:40-1
- AI research evidence record google:1.2.1
- AI research evidence record anthropic:1-7
- AI research evidence record anthropic:1-20
- AI research evidence record anthropic:1-21
- AI research evidence record anthropic:10-19
- AI research evidence record openai:c4
- AI research evidence record google:1.1.2
- AI research evidence record openai:c1
- AI research evidence record anthropic:22-2
- AI research evidence record anthropic:22-3
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:10-10
- AI research evidence record anthropic:10-15
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:10-16
- AI research evidence record anthropic:4-3
- AI research evidence record anthropic:1-3
- AI research evidence record anthropic:1-1
- AI research evidence record anthropic:1-15
- AI research evidence record anthropic:10-13
- AI research evidence record grok:1
- AI research evidence record grok:7
- AI research evidence record openai:c1
- AI research evidence record anthropic:36-3
- AI research evidence record anthropic:44-3
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:36-4
- AI research evidence record anthropic:36-5
- AI research evidence record anthropic:44-4
- AI research evidence record anthropic:44-5
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record anthropic:11-14
- AI research evidence record openai:c5
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:1-9
- AI research evidence record anthropic:1-10
- AI research evidence record anthropic:30-13
- AI research evidence record anthropic:6-17
- AI research evidence record anthropic:6-19
- AI research evidence record google:1.2.1
- AI research evidence record openai:c1
- AI research evidence record openai:c5
- AI research evidence record perplexity:c3
- AI research evidence record kimi:moneygeek-hiv
- AI research evidence record kimi:lifeinsurancehiv-best
- AI research evidence record anthropic:1-21
- AI research evidence record kimi:alllife-solutions
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record grok:0
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:40-1
- AI research evidence record google:1.1.2
- AI research evidence record perplexity:c5
- AI research evidence record perplexity:c6
- AI research evidence record openai:c2
- AI research evidence record anthropic:32-1
- AI research evidence record anthropic:32-7
- AI research evidence record anthropic:45-2
- AI research evidence record anthropic:1-9
- AI research evidence record openai:c4
- AI research evidence record anthropic:6-17
- AI research evidence record anthropic:6-19
- AI research evidence record anthropic:36-7
- AI research evidence record google:1.2.1
- AI research evidence record kimi:lifeinsurancehiv-best
- AI research evidence record openai:c1
- AI research evidence record anthropic:22-2
- AI research evidence record anthropic:22-3
- AI research evidence record grok:0
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record perplexity:c1
- AI research evidence record openai:c3
- AI research evidence record anthropic:1-1
- AI research evidence record anthropic:1-15
- AI research evidence record anthropic:10-13
- AI research evidence record grok:1
- AI research evidence record grok:7
- AI research evidence record anthropic:23-2
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
- AI research evidence record deepseek:c4
- AI research evidence record anthropic:1-21
- AI research evidence record kimi:lifeinsurancehiv-best
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record perplexity:c5
- AI research evidence record perplexity:c6
Independent Sources
- Life Insurance with HIV: Underwriting and Coverage Options: https://abramsinc.com/life-insurance-with-hiv/
- Term and Whole Life Insurance for individuals living with HIV - Westshore Financial Group: https://lemoiswfg.com/wp-content/uploads/2021/01/HIV-Life-Client-Flyer.pdf
- Best Life Insurance Companies for HIV-Positive Applicants (2026: https://lifeinsurancehiv.com/best-life-insurance-companies-hiv/
- Guardian Life Insurance Review: 2026 Pros, Cons, and Overview: https://rateschaser.com/life-insurance/reviews/guardian-life-insurance-review/
- Guardian Life Insurance Review 2025 | Business Insider: https://www.businessinsider.com/personal-finance/life-insurance/guardian-life-insurance-review
- Guardian life insurance review 2026: High age limit, no-medical-exam policies: https://www.cnbc.com/select/guardian-life-insurance-review/
- Guardian Life Insurance Program for Individuals Living with HIV Product Guide: https://www.dimadeeasy.com/wp-content/uploads/2021/04/Guardian-HIV-Life-Insurance-Flyer.pdf
- Guardian Life Insurance Review (2026): Pros, Cons & Ratings: https://www.ethos.com/life-insurance/guardian-life-insurance-review/
- Life Insurance for Individuals Living With HIV: https://www.lemoiswfg.com/life-insurance-for-individuals-living-with-hiv
- Life Insurance For HIV Positive People in 2026: https://www.moneygeek.com/insurance/life/hiv-life-insurance/
- Guardian Life Insurance Review 2026: Pricing, Pros & Cons: https://www.moneygeek.com/insurance/life/reviews/guardian/
- 5 Best Term Life Insurance Companies in 2026: https://www.nerdwallet.com/blog/insurance/best-life-insurance-companies/?trk=nw-syn
- Guardian Life Insurance Review 2026: https://www.nerdwallet.com/insurance/life/guardian-life-insurance-review
- Life Insurance and HIV: What You Need to Know: https://www.thebody.com/article/life-insurance-hiv
- Guardian Life Insurance Review for 2026 | U.S. News: https://www.usnews.com/insurance/life-insurance/guardian-life
Additional AI research evidence181 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:22-2
- AI research evidence record anthropic:22-3
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-15
- AI research evidence record anthropic:10-13
- AI research evidence record grok:1
- AI research evidence record grok:7
- AI research evidence record anthropic:23-2
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
- AI research evidence record deepseek:c4
- AI research evidence record anthropic:2-2
- AI research evidence record anthropic:2-4
- AI research evidence record anthropic:2-6
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:39-7
- AI research evidence record openai:c1
- AI research evidence record anthropic:22-2
- AI research evidence record anthropic:22-3
- AI research evidence record anthropic:39-2
- AI research evidence record anthropic:39-3
- AI research evidence record grok:0
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record openai:c4
- AI research evidence record anthropic:1-9
- AI research evidence record anthropic:1-10
- AI research evidence record google:1.1.2
- AI research evidence record openai:c1
- AI research evidence record anthropic:2-2
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:2-4
- AI research evidence record anthropic:40-1
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c4
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:1-1
- AI research evidence record anthropic:1-15
- AI research evidence record anthropic:10-13
- AI research evidence record grok:1
- AI research evidence record grok:7
- AI research evidence record anthropic:23-2
- AI research evidence record openai:c1
- AI research evidence record anthropic:22-2
- AI research evidence record anthropic:22-3
- AI research evidence record grok:0
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record google:1.1.2
- AI research evidence record perplexity:c5
- AI research evidence record perplexity:c6
- AI research evidence record grok:1
- AI research evidence record perplexity:c1
- AI research evidence record google:1.1.1
- AI research evidence record google:1.2.1
- AI research evidence record anthropic:36-7
- AI research evidence record anthropic:6-17
- AI research evidence record anthropic:6-19
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
- AI research evidence record deepseek:c4
- AI research evidence record openai:c1
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record google:1.1.1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c4
- AI research evidence record anthropic:32-1
- AI research evidence record anthropic:32-7
- AI research evidence record anthropic:45-2
- AI research evidence record anthropic:4-3
- AI research evidence record anthropic:1-9
- AI research evidence record anthropic:1-10
- AI research evidence record anthropic:30-13
- AI research evidence record anthropic:11-14
- AI research evidence record openai:c1
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record anthropic:40-1
- AI research evidence record google:1.2.1
- AI research evidence record anthropic:1-7
- AI research evidence record anthropic:1-20
- AI research evidence record anthropic:1-21
- AI research evidence record anthropic:10-19
- AI research evidence record openai:c4
- AI research evidence record google:1.1.2
- AI research evidence record openai:c1
- AI research evidence record anthropic:22-2
- AI research evidence record anthropic:22-3
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:10-10
- AI research evidence record anthropic:10-15
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:10-16
- AI research evidence record anthropic:4-3
- AI research evidence record anthropic:1-3
- AI research evidence record anthropic:1-1
- AI research evidence record anthropic:1-15
- AI research evidence record anthropic:10-13
- AI research evidence record grok:1
- AI research evidence record grok:7
- AI research evidence record openai:c1
- AI research evidence record anthropic:36-3
- AI research evidence record anthropic:44-3
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:36-4
- AI research evidence record anthropic:36-5
- AI research evidence record anthropic:44-4
- AI research evidence record anthropic:44-5
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record anthropic:11-14
- AI research evidence record openai:c5
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:1-9
- AI research evidence record anthropic:1-10
- AI research evidence record anthropic:30-13
- AI research evidence record anthropic:6-17
- AI research evidence record anthropic:6-19
- AI research evidence record google:1.2.1
- AI research evidence record openai:c1
- AI research evidence record openai:c5
- AI research evidence record perplexity:c3
- AI research evidence record kimi:moneygeek-hiv
- AI research evidence record kimi:lifeinsurancehiv-best
- AI research evidence record anthropic:1-21
- AI research evidence record kimi:alllife-solutions
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record grok:0
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:40-1
- AI research evidence record google:1.1.2
- AI research evidence record perplexity:c5
- AI research evidence record perplexity:c6
- AI research evidence record openai:c2
- AI research evidence record anthropic:32-1
- AI research evidence record anthropic:32-7
- AI research evidence record anthropic:45-2
- AI research evidence record anthropic:1-9
- AI research evidence record openai:c4
- AI research evidence record anthropic:6-17
- AI research evidence record anthropic:6-19
- AI research evidence record anthropic:36-7
- AI research evidence record google:1.2.1
- AI research evidence record kimi:lifeinsurancehiv-best
- AI research evidence record openai:c1
- AI research evidence record anthropic:22-2
- AI research evidence record anthropic:22-3
- AI research evidence record grok:0
- AI research evidence record kimi:guardianlife-hiv
- AI research evidence record perplexity:c1
- AI research evidence record openai:c3
- AI research evidence record anthropic:1-1
- AI research evidence record anthropic:1-15
- AI research evidence record anthropic:10-13
- AI research evidence record grok:1
- AI research evidence record grok:7
- AI research evidence record anthropic:23-2
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
- AI research evidence record deepseek:c4
- AI research evidence record anthropic:1-21
- AI research evidence record kimi:lifeinsurancehiv-best
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record perplexity:c5
- AI research evidence record perplexity:c6
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
- 24
- Ranking mentions
- 6 of 7
- Platform share
- 86%
- Final consensus rank
- #3
Behind the findings
Platforms in this study
- ChatGPT
- Claude
- DeepSeek
- Grok
- Perplexity
- Kimi
- Gemini
Source records
15 independent · 9 company-owned
Evidence support
6 direct · 10 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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