Answer Capsule
Protective is a mixed fit for Life Insurance After Breast Cancer. Three of seven platforms named Protective during the ranking stage (43% of included platform responses), at an average listed rank of 6.7 and a best rank of 5. The strongest reason to consider it is that Protective publicly states breast cancer survivors can qualify, and one independent review calls its rates competitive for cancer histories in remission five or more years [1]. The main limitation is that Protective publishes no breast-cancer-specific underwriting schedule, waiting period, or survivor pricing, so approval and rate class cannot be predicted before a formal application [3].
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 3 of 7 platforms (anthropic, kimi, perplexity) |
| Share of included platform responses | 43% (0.4286) |
| Average listed rank | 6.7 |
| Best listed rank | 5 |
| Relevant product/model/plan | Protective Classic Choice term life insurance, with optional Conversion Choice rider with ExtendCare; permanent products via standard medical underwriting |
| Overall use-case fit | Mixed |
| Research date | 2026-09-22 |
Why Protective Qualified for This Study
Questions This Section Answers
- Why did Protective qualify for this life insurance after breast cancer study when only three platforms named it?
- Is Protective a good choice for a breast cancer survivor who wants a mainstream medically underwritten term policy?
Protective qualified because it cleared the study's minimum-mention threshold and because it publishes consumer-facing content specifically about breast cancer survivors. Three of seven platforms named it in the ranking stage, which is above the two-mention minimum [5].
Protective's own learning center states that breast cancer survivors can qualify for life insurance if they meet underwriting criteria, and that the company developed guidelines making coverage possible as cancer treatment has advanced [6]. That page is company-owned marketing and educational content, not independent verification of approval odds.
The platforms that named Protective did so for different reasons. Anthropic rated it a good fit for survivors five or more years past treatment with early-stage disease. Kimi rated it uncertain because no public documentation confirms Protective's specific criteria. Perplexity rated it mixed, noting that public breast-cancer-specific eligibility and pricing rules are not fully disclosed. OpenAI and DeepSeek also rated it mixed; Google and Grok rated it good.
This is a niche fit review, not a broad company review. Financial strength ratings, customer-satisfaction scores, and product breadth appear here only where they bear on a breast-cancer survivor's decision.
The Product, Model, Plan, or Service Most Relevant to Life Insurance After Breast Cancer
Questions This Section Answers
- Which Protective plan should a breast cancer survivor choose if they want level term coverage with a future conversion option?
- Does Protective Classic Choice term life insurance require a medical exam for an applicant with a breast cancer history?
The most relevant Protective product for this use case is Classic Choice term life insurance, with the optional Conversion Choice rider with ExtendCare. Every platform that named a product pointed to term coverage first [9].
Classic Choice term offers 10- to 40-year terms with a $100,000 minimum face amount and coverage up to $50,000,000, with level premiums during the selected term [9]. Premiums increase annually after the initial guaranteed premium period for the cited form [12].
The Conversion Choice rider with ExtendCare can allow conversion to certain Protective permanent products without new evidence of insurability at conversion. It must be added when the term policy is purchased and cannot be added later, costs extra, and carries state, age, tobacco-class, face-amount, and timing restrictions [14]. Protective materials state the rider is unavailable in New York and California and is not available for tobacco classes [10].
Protective also markets whole life and universal life. Whole life is available with simplified issue to age 65 at $20,000–$100,000, or fully underwritten to age 80 at $100,001 and above [16]. Protective's own material says whole life is more expensive than term life [17]. For a survivor whose main need is income replacement, debt, or mortgage protection, term is the primary comparison.
What the AI Platforms Agreed About
Questions This Section Answers
- Do all AI platforms agree that Protective uses full medical underwriting for applicants with a breast cancer history?
- Is Protective's term life insurance available to a breast cancer survivor who wants to avoid an exam?
The clearest agreement is that Protective uses conventional medical underwriting for this buyer, and that a cancer history triggers additional review. All seven platforms described a medically underwritten path rather than a guaranteed-acceptance path [19].
Platforms also agreed that Protective's underwriting materials ask for cancer-specific clinical detail. Protective's medical field guide requests cancer type and location, pathology including tumor size, stage and grade, metastasis, treatment type and end date, recurrence, and most recent follow-up [22]. That list maps closely to the factors this buyer already expects to be reviewed.
A third area of agreement is that Protective publishes no breast-cancer-specific approval matrix. OpenAI, DeepSeek, Perplexity, and Kimi each stated that public materials do not disclose how stage, grade, receptor status, treatment history, recurrence, or time since treatment translate into approval or rate class [19].
Two platforms cited independent review data on pricing. Policygenius, cited by Anthropic and Grok, reports Protective has competitive rates for people whose cancer has been in remission at least five years [28]. Google cited a Policygenius review stating Protective requires longer remission periods for favorable pricing, with severe cancers facing waiting periods up to 10 years [30].
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- How long must a breast cancer survivor be in remission before Protective offers standard rates?
- Does Protective exclude applicants with a cancer history from accelerated underwriting?
The sharpest disagreement is about remission timing. Grok cited a broker comparison stating Protective guidelines require two years for Stage 1 and five years for Stage 2–3 breast cancer [31]. Google cited a Policygenius review describing waiting periods up to 10 years for severe cancers [32]. Neither figure appears in a Protective-owned document in this research. Treat both as platform-reported and unverified.
Platforms also split on accelerated underwriting. Google stated that applicants with a history of cancer are excluded from Protective's accelerated, fluidless underwriting guidelines [33]. Perplexity stated that accelerated underwriting may remove exams and labs for qualifying applicants but that medical records may still be requested, and that public materials do not resolve whether an applicant's own cancer history affects the accelerated path [34]. Anthropic noted the PLUS accelerated program excludes applicants with a parent or sibling who died from cancer, including breast cancer, before age 60 unless the applicant is 60 or older [36].
A third conflict is internal to Protective's own materials. One Protective page states breast cancer survivors can qualify and that guidelines were developed to make coverage possible [37]. A separate underwriting guide lists cancer among adverse considerations that exclude applicants from the Select Preferred class [38]. These statements may reflect class-level restrictions rather than overall acceptance, but the relationship is not explained in the reviewed sources.
Fit ratings diverged across platforms: good (anthropic, google, grok), mixed (openai, deepseek, perplexity), and uncertain (kimi). That spread reflects the same underlying gap — Protective's public materials do not answer the questions this buyer needs answered.
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- What underwriting information does Protective request from an applicant with a breast cancer history?
- Can a Protective Classic Choice term policy be converted to permanent coverage without a new medical exam?
Protective's application process includes a medical-history phone interview, a paramedical examination, an underwriting review, and an estimated four-to-six-week application process [39]. Quotes are estimates; the final rate class and premium are determined after underwriting [40].
For cancer histories specifically, Protective's quoting guide asks for cancer type and location, pathology including tumor size, stage and grade, metastasis, treatment type and end date, recurrence, and date of most recent follow-up [41]. An Attending Physician Statement may be required for complex histories [42].
The conversion feature is the most concrete survivor-relevant advantage. The Conversion Choice rider with ExtendCare can permit conversion to certain Protective permanent products without new evidence of insurability at conversion, and it must be elected at policy issue [43]. Conversion terms vary by policy, and rates and provisions depend on the applicable contract [45]. Conversion without new underwriting can matter if health worsens after issue, but the conversion premium generally reflects the converted product, attained age, and policy terms, and Protective publishes no survivor-specific conversion cost estimate [43].
Protective's family-history rules are comparatively narrow. One Protective page states a family history of cancer affects premium tiers only if a parent or sibling died from the disease before age 60 [46]. That is a company claim, not independent verification.
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Protective term life insurance cost per month for a breast cancer survivor, and what policy fees apply?
- What happens to Protective Classic Choice term premiums after the initial guaranteed period ends?
No breast-cancer-specific Protective premium was verified in this research. Pricing is individualized and depends on underwriting, coverage amount, term, age, tobacco status, state, health information, and policy options [47].
Platform-reported cost figures, none of which are survivor-specific: term life advertised from as low as $25 per month [50]; a $65 policy fee for Classic Choice term [52]; a $120 minimum annual premium for whole life [53]. These are platform-reported and should be confirmed directly.
On ongoing cost, the reviewed sources conflict in emphasis. One Protective page references a level-premium and level-benefit period but also states premiums increase annually after the initial guaranteed premium period [54]. Buyers should confirm the exact selected term and premium schedule in the illustration and issued policy.
Contract terms worth noting: a contestable and suicide period of up to two years applies, subject to the policy and applicable law [56]. The Conversion Choice rider cannot be added after purchase and may be removable under stated rider procedures [58]. State-specific policy forms, availability, conversion deadlines, and rider terms apply [54].
No separate application fee was identified in the reviewed public materials. Possible costs associated with optional riders are not publicly specified for this use case, and any applicant-paid examination or record-retrieval charges were not identified [47]. Pricing confidence across platforms was low, with Grok the only platform reporting moderate confidence [59].
Best Suited For
Questions This Section Answers
- Who is Protective Classic Choice term life insurance best suited for among breast cancer survivors?
- Is Protective a good fit for a survivor who wants a conversion option to permanent coverage?
Protective is best suited for a survivor whose treatment is complete, whose current health and surveillance records support insurability, and who is willing to complete full medical underwriting including a possible exam and records review [60].
It fits buyers who want conventional term coverage for a defined period and who value a future conversion option that may not require new medical underwriting [63]. It also fits buyers who want to compare a mainstream, widely licensed insurer against other large carriers rather than pursue a cancer-specialist or guaranteed-issue product [62].
Platforms most often described the sweet spot as longer remission with early-stage disease. Anthropic framed it as five or more years from treatment completion with Stage I–II disease. Grok framed it as Stage 1 survivors two or more years post-treatment with no recurrence. Google framed it as remission of two to five or more years with comprehensive records and a consistent surveillance plan. These thresholds are platform-reported, not Protective-published.
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Protective for life insurance after breast cancer?
- Is Protective a poor fit for a survivor who needs guaranteed-issue coverage with no medical questions?
Protective is probably not the right choice for a survivor who needs guaranteed acceptance or simplified-issue coverage that avoids detailed medical review. No guaranteed-issue product from Protective was identified in the reviewed materials [66].
It is also a weak fit for applicants in active treatment, with recent recurrence, metastatic disease, or incomplete follow-up, unless Protective confirms eligibility through an underwriter [69]. Industry guidance cited by Kimi and Google indicates active treatment generally precludes traditional term coverage and that premiums for survivors may run 20% to 50% higher than standard [67].
Buyers who need a published breast-cancer-specific underwriting pathway or transparent survivor pricing before applying will not find one in Protective's public materials [69]. Buyers who want to avoid medical exams entirely should look at simplified-issue or guaranteed-issue carriers instead [73].
One availability limitation: Protective's Classic Choice term product is not available in New York, per Grok's platform-reported finding [74].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Protective for a breast cancer survivor who needs guaranteed-issue coverage?
- When should a buyer choose a carrier with published cancer underwriting guidelines over Protective?
Another option may be better in four situations the platforms described consistently.
First, when the buyer needs guaranteed-issue or simplified-issue coverage and accepts lower limits or higher cost in exchange for less medical underwriting [75]. Industry guaranteed-issue products typically cap around $25,000 with graded death benefits for two to three years [77].
Second, when the cancer history is recent or complex and a competing insurer provides clearer written underwriting guidance or a more favorable preliminary assessment [75]. Kimi noted Protective is not prominently featured in independent guides on life insurance after breast cancer, while competitors such as MassMutual are more frequently cited for cancer underwriting expertise [81].
Third, when the buyer needs permanent coverage from the outset and another carrier offers more favorable survivorship, conversion, or medically underwritten permanent-life terms [75].
Fourth, when a broker can obtain a formal informal inquiry from several carriers, especially carriers known for impaired-risk underwriting, before submitting a formal application [75]. Independent broker comparison shopping was recommended by OpenAI, DeepSeek, Perplexity, and Kimi.
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Protective before signing a life insurance contract after breast cancer?
- Will Protective review an informal underwriting inquiry before a formal application?
The platforms converged on a similar verification list. Before applying, confirm:
- Whether Protective will review an informal, non-binding underwriting inquiry before a formal application, and whether an independent broker can submit the same medical facts to multiple carriers [85].
- What records are required for this breast-cancer history, including pathology, stage and grade, receptor status, treatment completion, recurrence history, oncology notes, imaging, and current surveillance [85].
- What minimum time since surgery, chemotherapy, radiation, endocrine therapy, or other treatment applies for standard, rated, postponed, or declined consideration [85].
- How current endocrine therapy, surveillance imaging, genetic findings, family history, reconstruction, lymphedema, or other conditions affect eligibility and rate class [85].
- Whether Classic Choice is available in the buyer's state, and what exact term length, level-premium period, face amount, and renewal schedule apply [85].
- What the final premium range is after underwriting, and whether flat extras, table ratings, exclusions, or policy amendments apply [85].
- Whether the Conversion Choice rider with ExtendCare is available for this applicant's age, state, tobacco class, face amount, and selected term [91].
- What the exact conversion deadlines, eligible permanent products, conversion costs, and ExtendCare conditions are [91].
- Whether any paramedical examination, medical-record, policy, rider, or administrative charges are payable by the applicant [85].
- If Protective declines or postpones, whether the buyer can use the underwriting information with other insurers, and what privacy or authorization implications apply [85].
Final AI Consensus Verdict
Mixed fit. Protective Classic Choice term is worth including in a multi-carrier underwriting comparison for a breast-cancer survivor who is comfortable with full medical underwriting and wants conventional term coverage with a potential conversion option.
It is not independently established as a best-in-class choice for this niche. Protective does not publicly disclose sufficiently specific breast-cancer underwriting rules or survivor pricing, and the platforms split between good, mixed, and uncertain ratings. Company-owned citations materially outnumber independent citations in this research, so Protective's own statements about survivor acceptance should not be read as independently verified.
The practical path is a specialist independent broker who can seek informal underwriting feedback from Protective and competing carriers before any formal application. Buyers who need guaranteed acceptance, who are in active treatment, or who want published cancer-specific underwriting rules before applying should treat Protective as one comparison point rather than a default.
How This Review Was Produced
This review evaluates Protective only for the use case of life insurance after breast cancer. It draws on fit-research responses from seven AI platforms: OpenAI, Anthropic, DeepSeek, Google, Grok, Kimi, and Perplexity. Each platform was asked which life insurance carriers are generally worth considering for applicants with a history of breast cancer, and each returned a fit assessment, product identification, pricing notes, limitations, and verification questions.
Three of the seven platforms named Protective during the ranking stage. All seven evaluated fit. The distinction matters: platform_mentions counts only platforms that named the entity during ranking discovery, while the fit ratings below reflect all included platform responses.
The consensus index for this category is available at Life Insurance After Breast Cancer. Broader carrier and condition comparisons sit in the life insurance directory.
Methodology Limitations
Several limitations apply to this review.
Company-owned citations materially outnumber independent citations. Of the deduplicated sources, 24 are company-owned and 16 are independent. Protective's own statements about breast cancer survivor acceptance are company claims, not independently verified facts.
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. No-search model claims require explicit verification before being described as current facts.
Platform-reported research dates differ from the authoritative run date of 2026-09-22. Anthropic reported 2026-01-01 and DeepSeek reported 2026-06-11. These are provenance metadata and do not independently prove freshness.
DeepSeek's research ran with search disabled, so its findings are model-reported rather than retrieved from live sources.
No public breast-cancer-specific underwriting guide, acceptance matrix, or survivor rate schedule from Protective was verified in this research. Approval, exclusions, postponement, decline, and rate class cannot be predicted from the public materials. Online quotes are estimates and may not reflect the final offer for a cancer survivor.
Platforms disagreed on remission thresholds and on whether a cancer history affects accelerated underwriting eligibility. Those conflicts are described above rather than resolved. Missing research is not evidence of disagreement, and absence of published detail is not proof that Protective lacks internal cancer underwriting guidelines.
Sources
Company-Owned Sources
- Introducing the new Conversion Choice rider with ExtendCare for Protective Classic Choice term: https://allstate.protective.com/about-us/news/life-insurance/product-updates/2024/introducing-the-new-conversion-choice-rider-with-extendcare-for-protective-classic-choice-term
- Underwriting support | Protective: https://allstate.protective.com/doing-business/submitting-life-business/underwriting
- Quick facts - Protective | Life Insurance and Annuity Solutions: https://comparion.protective.com/-/media/project/pli/liberty/download-assets/assets/1144000-1144999/cla/cla-1144194-07-23-quick-facts-09-22-23-digital.pdf
- MassMutual Underwriting Guidelines for Recurrence of Cancer: https://compass.massmutual.com/api/public/assets/file/blt2ac60c3dc4823774
- UNDERSTANDING YOUR LIFE INSURANCE NEEDS: https://finpro.protective.com/-/media/project/pli/finpro/download-assets/assets/3000-3999/clc/clc-3017-10-25-lifecheckup-consumerguide-10-22-25-digital.pdf
- Protective Lifetime Assurance UL | Universal Life Insurance: https://finpro.protective.com/protection/universal-life/protective-lifetime-assurance
- Protective's Underwriting Team Updates Guidelines: https://www.protective.com
- Getting your life insurance policy: https://www.protective.com/learn/getting-your-life-insurance-policy
- Life insurance coverage for breast cancer survivors: https://www.protective.com/learn/life-insurance-after-breast-cancer-is-it-possible-to-get-coverage
- Term life insurance options at expiration: https://www.protective.com/learn/term-life-insurance-three-options-when-your-policy-is-getting-ready-to-expire
- Life Insurance: https://www.protective.com/life-insurance
- Term life insurance from Protective Life: https://www.protective.com/life-insurance/term
- Protective Life Insurance Underwriting: https://www.protective.com/life-insurance/underwriting
- Whole Life: https://www.protective.com/life-insurance/whole
- Official pricing and terms source: https://www.protective.com/terms-of-use
Additional AI research evidence93 records
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c4
- AI research evidence record openai:c1
- AI research evidence record deepseek:c3
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record kimi:breastcancerorg
- AI research evidence record grok:web:0
- AI research evidence record anthropic:c7
- AI research evidence record openai:c5
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c6
- AI research evidence record anthropic:c8
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c5
- AI research evidence record kimi:breastcancerorg
- AI research evidence record google:1.1.2
- AI research evidence record grok:web:0
- AI research evidence record deepseek:c3
- AI research evidence record kimi:planwithphil
- AI research evidence record anthropic:c4
- AI research evidence record grok:web:2
- AI research evidence record google:1.2.2
- AI research evidence record grok:web:3
- AI research evidence record google:1.2.2
- AI research evidence record google:1.1.3
- AI research evidence record perplexity:c9
- AI research evidence record perplexity:c12
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c6
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:c6
- AI research evidence record openai:c4
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record google:1.1.1
- AI research evidence record openai:c1
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:1.2.4
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c8
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record perplexity:c14
- AI research evidence record openai:c6
- AI research evidence record grok:web:3
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record deepseek:c1
- AI research evidence record openai:c4
- AI research evidence record anthropic:c7
- AI research evidence record deepseek:c5
- AI research evidence record anthropic:c6
- AI research evidence record kimi:breastcancerorg
- AI research evidence record deepseek:c7
- AI research evidence record openai:c1
- AI research evidence record google:1.2.3
- AI research evidence record deepseek:c3
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:c5
- AI research evidence record grok:web:0
- AI research evidence record openai:c1
- AI research evidence record deepseek:c7
- AI research evidence record kimi:breastcancerorg
- AI research evidence record kimi:lsminsurance
- AI research evidence record deepseek:c3
- AI research evidence record perplexity:c5
- AI research evidence record kimi:lifeinsuranceblog
- AI research evidence record kimi:massmutual
- AI research evidence record anthropic:c8
- AI research evidence record kimi:planwithphil
- AI research evidence record openai:c1
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c6
- AI research evidence record openai:c2
- AI research evidence record kimi:legalclarity
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c7
Independent Sources
- Finding Life Insurance with Breast Cancer: https://abramsinc.com/finding-life-insurance-with-breast-cancer/
- Life Insurance with Breast Cancer. Everything you Need to Know at a Glance!: https://insurancebrokersusa.com/life-insurance-with-breast-cancer-everything-you-need-to-know-at-a-glance/
- Does Life Insurance Cover Breast Cancer? Riders and Costs: https://legalclarity.org/does-life-insurance-cover-breast-cancer-riders-and-costs/
- Life Insurance and Breast Cancer | Everything You Must Know: https://lsminsurance.ca/info-hub/life-insurance-breast-cancer/
- Life Insurance After Cancer | Waiting Periods & Carrier Comparison - Term Insurance Brokers: https://terminsurancebrokers.com/life-insurance-answers/high-risk-life-insurance/cancer/
- A.M. Best Rating for Protective Life: https://www.ambest.com/ratings
- Life Insurance and Breast Cancer: https://www.breastcancer.org
- Breast Cancer and Life Insurance: Who Can Get It and When?: https://www.breastcancer.org/types/metastatic/end-of-life-issues/life-insurance
- Protective Life Insurance Reviews: https://www.consumeraffairs.com/insurance/protective.html
- Life Insurance Underwriting and Health History: https://www.iii.org/article/life-insurance-underwriting
- Life Insurance for Cancer Survivors: https://www.investopedia.com/life-insurance-for-cancer-survivors-5271515
- Life After Breast Cancer: Finding the Best Life Insurance Policy as a Survivor: https://www.lifeinsuranceblog.net/best-life-insurance-for-breast-cancer-survivors/
- Guaranteed Issue Life Insurance Explained: https://www.naic.org/consumer_annuity_life_insurance.htm
- Life Insurance for Breast Cancer Survivors (2026: https://www.planwithphil.com/life-insurance-for-breast-cancer-survivors/
- Policygenius Protective Life Insurance Review: https://www.policygenius.com
- Life Insurance for People With Cancer & Cancer Survivors: https://www.policygenius.com/life-insurance/cancer/
Additional AI research evidence93 records
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c4
- AI research evidence record openai:c1
- AI research evidence record deepseek:c3
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record kimi:breastcancerorg
- AI research evidence record grok:web:0
- AI research evidence record anthropic:c7
- AI research evidence record openai:c5
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c6
- AI research evidence record anthropic:c8
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c5
- AI research evidence record kimi:breastcancerorg
- AI research evidence record google:1.1.2
- AI research evidence record grok:web:0
- AI research evidence record deepseek:c3
- AI research evidence record kimi:planwithphil
- AI research evidence record anthropic:c4
- AI research evidence record grok:web:2
- AI research evidence record google:1.2.2
- AI research evidence record grok:web:3
- AI research evidence record google:1.2.2
- AI research evidence record google:1.1.3
- AI research evidence record perplexity:c9
- AI research evidence record perplexity:c12
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c6
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:c6
- AI research evidence record openai:c4
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record google:1.1.1
- AI research evidence record openai:c1
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:1.2.4
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c8
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record perplexity:c14
- AI research evidence record openai:c6
- AI research evidence record grok:web:3
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record deepseek:c1
- AI research evidence record openai:c4
- AI research evidence record anthropic:c7
- AI research evidence record deepseek:c5
- AI research evidence record anthropic:c6
- AI research evidence record kimi:breastcancerorg
- AI research evidence record deepseek:c7
- AI research evidence record openai:c1
- AI research evidence record google:1.2.3
- AI research evidence record deepseek:c3
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:c5
- AI research evidence record grok:web:0
- AI research evidence record openai:c1
- AI research evidence record deepseek:c7
- AI research evidence record kimi:breastcancerorg
- AI research evidence record kimi:lsminsurance
- AI research evidence record deepseek:c3
- AI research evidence record perplexity:c5
- AI research evidence record kimi:lifeinsuranceblog
- AI research evidence record kimi:massmutual
- AI research evidence record anthropic:c8
- AI research evidence record kimi:planwithphil
- AI research evidence record openai:c1
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c6
- AI research evidence record openai:c2
- AI research evidence record kimi:legalclarity
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c7
Verify this research
Check when the research was run, which platforms were included, and what supports the findings.
- Study date
- September 22, 2026
- Platforms analyzed
- 7
- Source records
- 40
- Ranking mentions
- 3 of 7
- Platform share
- 43%
- Final consensus rank
- #7
Behind the findings
Platforms in this study
- ChatGPT
- Claude
- DeepSeek
- Grok
- Perplexity
- Kimi
- Gemini
Source records
16 independent · 24 company-owned
Evidence support
30 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
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3e5572fcf7a019a05716c11a5cbe4d80d8ca6d4b681d3a4803ecd2c0258879ad