Life Insurance
Consensus Index

AI Consensus Fit Review

Gerber Life Guaranteed Life Insurance Final Expense Insurance Fit Review for People With Diabetes

Gerber Life Guaranteed life insurance is a mixed-to-good fit for a senior with diabetes who needs $15,000–$25,000 of permanent final expense coverage.

Research: 2026-09-227 usable platform responsesRead the methodology ↗

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Answer Capsule

Gerber Life Guaranteed life insurance is a mixed-to-good fit for a senior with diabetes who needs $15,000–$25,000 of permanent final expense coverage. Five of the seven platforms in this study named it during the ranking stage (71% of included platform responses), at an average listed rank of 7.6 and a best rank of 4. Its strongest advantage is guaranteed acceptance with no medical exam or health questions, which removes diabetes-related declination risk entirely. The main limitation is the two-year graded death benefit: for non-accidental death in the first two years, beneficiaries generally receive 110% of earned premiums rather than the full face amount, and guaranteed-issue pricing is widely reported as higher than underwritten alternatives.

Research Snapshot

FieldFinding
Platform mentions in ranking stage5 of 7 platforms (anthropic, deepseek, kimi, openai, perplexity)
Share of included platform responses71.4%
Average listed rank7.6
Best listed rank4 (openai)
Relevant product/model/planGerber Life Guaranteed Life Insurance — guaranteed-acceptance whole life with modified/graded benefits
Overall use-case fitMixed to good; strong on acceptance certainty, weaker on cost and early-benefit protection
Research date2026-09-22

Why Gerber Life Guaranteed Life Insurance Qualified for This Study

Questions This Section Answers

  • Why did Gerber Life Guaranteed Life Insurance qualify for a final expense insurance study for people with diabetes?
  • How many AI platforms named Gerber Life Guaranteed Life Insurance for a diabetic senior needing $15,000 to $25,000 of coverage?

Gerber Life Guaranteed Life Insurance qualified because it was named by five of the seven platforms in the ranking stage, clearing the study's two-mention minimum, and because its product structure maps directly onto the buyer's stated constraints: permanent whole life coverage, a $5,000–$25,000 face-amount range, and guaranteed acceptance regardless of health [1].

The ranking-stage labels were not perfectly consistent. Platforms described the product variously as "Gerber Life Final Expense Whole Life (Guaranteed Issue or Graded Benefit)," "Guaranteed Life," and "Guaranteed Life (guaranteed acceptance, 2-year waiting period)." The verified product is Guaranteed Life, a whole life policy with a graded/modified early death benefit [1]. One normalization note in the study audit states that official-site retrieval failed for one or more mentions during ranking, so identity and domain details were treated as unverified at that stage and should be reconfirmed by the buyer.

The product's relevance to diabetes is structural rather than medical. Because acceptance is guaranteed regardless of health, diabetes type, glucose control, medications, and complications do not determine eligibility for this product [1]. That is the core reason it appears in a diabetes-focused final expense study at all.

The Product, Model, Plan, or Service Most Relevant to Final Expense Insurance for People With Diabetes

Questions This Section Answers

  • Which Gerber Life Guaranteed Life Insurance plan is most relevant for a senior with diabetes who wants $15,000 to $25,000 of permanent final expense coverage?
  • Does Gerber Life Guaranteed Life Insurance require a medical exam or health questions for an applicant with diabetes?

The relevant product is Gerber Life Guaranteed Life Insurance, a guaranteed-acceptance whole life policy issued by Gerber Life Insurance Company [7]. It is individual whole life insurance with modified benefits, not a term policy and not a medically underwritten final expense product (official:C1).

Key structural facts reported across platforms:

  • Coverage range: $5,000 to $25,000, generally in $1,000 increments; South Dakota residents are capped at $15,000 [7].
  • Eligible ages: 50 through 80, reduced to 50 through 75 in New York [7].
  • Underwriting: No medical exam and no health questions; acceptance is guaranteed regardless of health [7].
  • Duration: Lifelong protection while premiums are paid; Gerber states it cannot cancel the policy after coverage begins while premiums are paid [13].
  • Cash value: The policy builds cash value over time that can be borrowed against; loans accrue interest [13].
  • Availability: Not available in Montana [7].
  • Citizenship/residency: Requires U.S. citizenship or permanent legal residency while residing in the United States [7].

The buyer's target of $15,000–$25,000 sits inside the product's range in most states, but at the top of it. The combined limit across all Gerber Guaranteed Life policies is $25,000, so a buyer who already owns one of these policies may not be able to add the full amount [7].

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree on about Gerber Life Guaranteed Life Insurance for a diabetic senior buying final expense coverage?
  • Is Gerber Life Guaranteed Life Insurance guaranteed acceptance with no health questions for applicants with diabetes?

Agreement was strong on the product's core mechanics and mixed on whether it is the right choice.

Unanimous or near-unanimous points:

  • Guaranteed acceptance with no medical exam or health questions. Every platform that discussed the product described it this way [14].
  • Two-year graded death benefit. Platforms consistently reported that non-accidental death in the first two years pays 110% of earned premiums rather than the full face amount, with the full benefit payable after the graded period [14].
  • Coverage range of $5,000–$25,000. This range was reported across platforms, with the South Dakota $15,000 cap noted by several [14].
  • Permanent whole life with level premiums. The policy is whole life, premiums do not increase after issue, and coverage continues while premiums are paid [25].
  • Accidental death pays full benefit from day one. Multiple platforms reported that accidental death is covered at the full face amount even during the graded period [22].

Points of broad but not universal agreement:

  • Higher cost than underwritten alternatives. Independent sources cited by multiple platforms state that guaranteed-issue final expense coverage costs more per $1,000 than medically underwritten coverage [30]. The size of that gap is disputed — see the disagreement section below.
  • Best positioned as a fallback. Most platforms framed the product as most appropriate for applicants who cannot qualify for simplified-issue or fully underwritten coverage, rather than as a first choice for well-managed diabetes [33].

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • How much more expensive is Gerber Life Guaranteed Life Insurance than simplified-issue final expense coverage for a diabetic applicant?
  • Is Gerber Life Guaranteed Life Insurance a good fit or a fallback option for well-managed diabetes?

Platform fit ratings diverged: openai and anthropic rated the fit "good," while deepseek rated it "uncertain" and google, grok, kimi, and perplexity rated it "mixed."

The premium gap is disputed. Grok and kimi cited a source stating guaranteed-issue premiums run 30–60% higher than simplified-issue alternatives [35]. Kimi also cited a second source estimating 50–70% higher [37]. These two figures conflict, and neither was independently verified in this study. The actual differential depends on age, face amount, and the comparison baseline.

Pricing transparency is a genuine gap. Gerber does not publish a buyer-specific guaranteed quote on the public product page [38]. OpenAI reported that Gerber's current product page and official brochure publish different sample premium tables and fee descriptions, so published samples should not be treated as interchangeable or current [41]. Anthropic reported that specific 2026 rates are not publicly disclosed at all [42]. Deepseek's research ran without search enabled, so its pricing statements are platform-reported rather than retrieved.

Diabetes-specific treatment during the graded period is unresolved. Anthropic flagged that policy documents do not explicitly address whether a diabetes-related death (for example, diabetic ketoacidosis) during the two-year graded period is treated as accidental or non-accidental, which would change the benefit calculation [42]. No platform resolved this.

Cash value accumulation during the graded period is unclear. Anthropic and deepseek both noted that public materials confirm cash value builds but do not provide year-by-year schedules for the first two years [42].

State-level terms were not fully verified. State-specific policy forms, exclusions, suicide clauses, grace periods, nonforfeiture values, and cancellation consequences were not fully verified from public marketing pages [38]. North Dakota may use a one-year graded period rather than two [43].

One pricing source may not map to this product. Perplexity flagged that a 2026 cost article lists Gerber Life (Fabric) average rates, which may not correspond to the official Guaranteed Life product and should be treated cautiously [44].

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What features of Gerber Life Guaranteed Life Insurance matter most for a senior with diabetes buying final expense coverage?
  • Does Gerber Life Guaranteed Life Insurance pay the full death benefit if the insured dies from diabetes in the first two years?

The features that matter most for this buyer are acceptance certainty, coverage alignment, and the graded-benefit tradeoff.

Acceptance certainty. The product is guaranteed acceptance regardless of health, with no medical exam or lengthy health questionnaire [45]. For a buyer whose diabetes might trigger knockout questions elsewhere — recent hospitalization, ER visits for diabetic ketoacidosis, or severe hypoglycemia are commonly cited as simplified-issue disqualifiers [47] — this removes declination risk entirely.

Coverage alignment. The $5,000–$25,000 range matches the buyer's $15,000–$25,000 target in most states, but South Dakota caps coverage at $15,000 [45].

Graded death benefit. For death from a non-accidental cause during the first two policy years, the benefit is generally 110% of earned premiums rather than the full face amount [45]. The full face amount is payable after the graded period. Accidental death is reported to pay the full benefit from day one [50]. Whether a diabetes-related death counts as accidental or non-accidental during the graded period is not addressed in the public materials reviewed [52].

Permanent coverage and cash value. The policy is whole life, remains in force while premiums are paid, and builds cash value that can be borrowed against [53]. Policy loan interest can run up to 8% [53].

Independent consumer context. NAIC materials treat graded or modified-benefit life policies as products whose early benefits may be reduced and emphasize that the limitation should be clearly disclosed [55]. This supports treating the two-year provision as a material tradeoff rather than equivalent immediate full-benefit coverage.

No diabetes-specific rate advantage. No public Gerber source reviewed provides a diabetes-specific preferred, standard, or graded underwriting classification for this guaranteed-issue product. The principal diabetes-related advantage is acceptance without medical underwriting, not evidence of favorable disease-specific pricing [45].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Gerber Life Guaranteed Life Insurance cost per month for a senior with diabetes, and are there setup or cancellation fees?
  • What contract terms and cancellation rules apply to Gerber Life Guaranteed Life Insurance?

Pricing confidence across platforms was low to moderate. Gerber publishes sample monthly premiums rather than a buyer-specific guaranteed quote on the public product page [56].

Published sample premiums (illustrative, not quotes). OpenAI reported official sample material listing, for $25,000 coverage, approximately $108.86 monthly for a male age 50, $84.79 for a female age 50, $158.36 for a male age 60, $126.27 for a female age 60, $246.59 for a male age 70, $187.46 for a female age 70, and $616.92 for a male age 80 or $439.55 for a female age 80 [57]. A separate official brochure presents different sample figures and states that its monthly rates include a $1 policy fee and an ACH discount [57]. These samples should not be treated as interchangeable or current.

Fees and loan costs. The official brochure references a $1 policy fee and an ACH discount [57]. Policy loans may accrue interest up to 8% [58]. Anthropic reported an 8% discount available for automatic monthly ACH deductions [61].

Contract and cancellation terms. Coverage remains active only while required premiums are paid; Gerber states it cannot cancel the policy after coverage begins while premiums are paid [58]. A 30-day free look period applies, with a full refund of premiums paid if canceled within that window [62]. Anthropic reported the free look begins three days after the policy is mailed [59]. Grace periods were reported as 31 days, or 60 days in California [59]. Cancellation results in return of available cash value minus any outstanding policy loans [61].

What is not established. Public materials do not establish that premiums are competitive for any particular diabetes profile or state [56]. Deepseek's research ran without search enabled, so its pricing statements are platform-reported rather than retrieved. A current state-specific quote and the policy contract are necessary before purchase.

Best Suited For

Questions This Section Answers

  • Who is Gerber Life Guaranteed Life Insurance best suited for among seniors with diabetes?
  • Is Gerber Life Guaranteed Life Insurance a good choice for a diabetic senior who has been declined by other carriers?

Gerber Life Guaranteed Life Insurance is best suited for a senior with diabetes who prioritizes approval certainty over lowest premium and can accept a two-year graded benefit period.

Platforms converged on these buyer profiles:

  • Applicants with diabetes or other health conditions who have been declined or expect to be declined by medically underwritten or simplified-issue carriers [63].
  • Applicants with serious diabetes complications — amputation, advanced neuropathy, nephropathy, or retinopathy — or recent hospitalization for diabetes-related causes [67].
  • Applicants with uncontrolled blood sugar or A1C levels that disqualify them from simplified issue [70].
  • Buyers seeking $15,000–$25,000 of permanent coverage for funeral, burial, or related final expenses, in states where the full limit is available [63].
  • Buyers who value a simple, quick application with no medical exam or health questions [72].
  • Buyers who can commit to holding the policy beyond the two-year graded period [71].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Gerber Life Guaranteed Life Insurance for final expense coverage with diabetes?
  • Is Gerber Life Guaranteed Life Insurance a poor choice for a well-managed diabetic who could qualify for lower-cost coverage?

Gerber Life Guaranteed Life Insurance is probably not the best choice for a buyer whose well-managed diabetes would likely qualify them for lower-cost coverage with immediate full benefits.

Platforms identified these groups as poor fits:

  • Well-managed diabetics without complications who could qualify for a simplified-issue or fully underwritten policy at a lower rate per $1,000 [74].
  • Buyers who need the full death benefit immediately for non-accidental death, because of the two-year graded period [74].
  • South Dakota residents needing more than $15,000, because of the state coverage cap [74].
  • Montana residents, because the product is not available there [74].
  • Applicants under 50 or over 80, or over 75 in New York [74].
  • Buyers needing more than $25,000, since the combined policy limit is $25,000 [74].
  • Buyers seeking living benefits or funeral-specific riders, which were not identified on this guaranteed-issue product [84].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Gerber Life Guaranteed Life Insurance for a diabetic senior who can pass simplified-issue underwriting?
  • When should a buyer choose a simplified-issue or fully underwritten final expense policy instead of Gerber Life Guaranteed Life Insurance?

Another option may be better whenever the buyer's diabetes profile is likely to pass simplified-issue or fully underwritten screening, because those products can offer immediate full benefits at lower cost.

Platforms named these triggers for looking elsewhere:

  • A broker can demonstrate a lower premium with immediate full natural-death coverage for the applicant's diabetes profile [85].
  • The applicant has controlled diabetes without recent hospitalization, amputation, or end-stage renal disease and can qualify for simplified-issue level coverage with no waiting period [86].
  • The applicant wants full death benefit from day one for non-accidental death [88].
  • The buyer needs more than $25,000, or more than $15,000 in South Dakota [85].
  • The buyer lives in Montana [85].
  • The buyer is under 50 or over 80 [85].
  • The buyer has sufficient savings or another permanent policy that can cover final expenses without a graded period [85].

Kimi cited independent sources naming Aetna/Accendo, Aflac, and American Amicable as carriers that frequently approve controlled diabetics — including many insulin users — for day-one level coverage, with Gerber Life positioned as the backup when those options are unavailable [87]. Grok cited a source stating many diabetics qualify for level day-one coverage through simplified-issue carriers [86]. These are platform-reported comparisons, not verified quotes.

For a broader view of how this carrier compares with others evaluated for the same buyer profile, see the Final Expense Insurance for People With Diabetes consensus index.

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with Gerber Life before signing a Guaranteed Life Insurance contract for diabetes-related final expense coverage?
  • What state-specific terms should a diabetic buyer verify before purchasing Gerber Life Guaranteed Life Insurance?

Before buying, confirm these items directly with Gerber Life or a licensed agent:

  1. The exact monthly premium for the applicant's age, sex, state, coverage amount, and payment method [91].
  2. Whether the quoted premium includes any policy fee and whether an ACH discount is being assumed [91].
  3. What is payable if death occurs during the first two years from illness or diabetes-related complications, and whether the state uses a one-year or two-year graded period [91].
  4. Whether a diabetes-related death during the graded period is treated as accidental or non-accidental under the policy terms [92].
  5. State-specific exclusions or limitations beyond the graded benefit and suicide provision [91].
  6. Guaranteed cash-value and nonforfeiture amounts if premiums become unaffordable [91].
  7. The grace period and reinstatement requirements after a missed payment [91].
  8. Whether a simplified-issue or fully underwritten policy would cost less with immediate full benefits given the applicant's diabetes history [91].
  9. Whether existing Gerber Guaranteed Life policies count toward the $25,000 aggregate limit [91].
  10. Whether the policy is available and issuable in the applicant's exact state and at the applicant's age [91].

Final AI Consensus Verdict

Gerber Life Guaranteed Life Insurance is a mixed-to-good fit for a senior with diabetes seeking $15,000–$25,000 of permanent final expense coverage. Five of seven platforms named it during ranking, and every platform that discussed it agreed on the core mechanics: guaranteed acceptance with no medical exam or health questions, a $5,000–$25,000 coverage range, permanent whole life structure, and a two-year graded death benefit for non-accidental death.

The consensus breaks down on suitability. OpenAI and anthropic rated the fit "good," emphasizing that the product directly accommodates the target coverage amount and removes diabetes-related underwriting uncertainty. Deepseek rated it "uncertain," and google, grok, kimi, and perplexity rated it "mixed," emphasizing that guaranteed-issue pricing is generally higher than underwritten alternatives and that the graded period delays full protection.

The practical conclusion supported by the supplied evidence: this product solves the eligibility problem for a diabetic senior but does not reward well-managed diabetes with favorable pricing. It is most defensible for applicants who have been declined or expect to be declined elsewhere, and least defensible for well-controlled diabetics who could qualify for lower-cost coverage with day-one benefits. Published sample premiums conflict across official Gerber materials, no verified quote for a specific diabetes profile was found, and state-specific terms were not fully verified. A current quote and policy contract review are necessary before purchase.

How This Review Was Produced

This review synthesizes fit-research responses from seven AI platforms — anthropic, deepseek, google, grok, kimi, openai, and perplexity — each evaluating Gerber Life Guaranteed Life Insurance against the same buyer prompt: a senior with diabetes seeking approximately $15,000–$25,000 of permanent final expense life insurance from a carrier whose underwriting may be reasonably favorable for well-managed or otherwise insurable diabetes.

Five of the seven platforms named the entity during the ranking stage. Platform fit ratings were: openai (good), anthropic (good), deepseek (uncertain), google (mixed), grok (mixed), kimi (mixed), perplexity (mixed). All platform outputs are platform-reported and were not independently verified by the writer stage. Citations reference the supplied source catalog and are platform-reported evidence, not independently confirmed facts.

Methodology Limitations

  • Platform-reported research dates differ from the authoritative run date. Anthropic and deepseek reported research dates of 2026-01-15; google, grok, kimi, openai, and perplexity reported 2026-09-23. The study research date is 2026-09-22. Platform-reported dates are provenance metadata and do not independently prove freshness.
  • Platform mentions count only ranking-stage discovery. All included platforms evaluated fit, but the 5-of-7 mention count reflects only platforms that named the entity during ranking discovery.
  • One platform ran without search. Deepseek's research ran with search disabled, so its claims are platform-reported rather than retrieved.
  • Official-site retrieval failed for one or more ranking-stage mentions. Identity and domain details were treated as unverified at that stage and should be reconfirmed by the buyer.
  • Conflicting product names, pricing, and capabilities were not resolved by guessing. Where sources conflicted — sample premium tables, the size of the guaranteed-issue premium gap, and diabetes-specific treatment during the graded period — the conflict is described and buyers are directed to verify.
  • Supplied URLs were not independently validated by the writer stage.
  • Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts.
  • AI-platform agreement does not prove product quality. Consensus reflects what platforms reported, not verified performance.

Sources

Company-Owned Sources

  • Frequently Asked Life Insurance Questions: https://www.gerberlife.com/about/life-insurance-questions
  • Gerber Life Guaranteed Life Consumer Brochure: https://www.gerberlife.com/gl/gl/consumerbrochure
  • Well Versed in Versatility: https://www.gerberlife.com/gl/wl/refguides
  • What Is Guaranteed Life Insurance? | Gerber Life Insurance: https://www.gerberlife.com/learn/what-is-guaranteed-life-insurance
  • Guaranteed Life Insurance | Policies Gerber Life Insurance Company: https://www.gerberlife.com/products/life-insurance/guaranteed-life-insurance
  • Guaranteed Life Insurance | Guaranteed Acceptance | Gerber Life Insurance: https://www.gerberlifeguaranteed.com/adult-life-insurance/guaranteed-life-insurance
  • Life Insurance for Diabetics: What to Know | Progressive: https://www.progressive.com/answers/life-insurance-for-diabetics/
  • Additional AI research evidence94 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:c1
    3. AI research evidence record deepseek:c1
    4. AI research evidence record grok:0
    5. AI research evidence record perplexity:c1
    6. AI research evidence record anthropic:c2
    7. AI research evidence record openai:c1
    8. AI research evidence record anthropic:c1
    9. AI research evidence record anthropic:c4
    10. AI research evidence record grok:0
    11. AI research evidence record anthropic:c5
    12. AI research evidence record anthropic:c2
    13. AI research evidence record openai:c3
    14. AI research evidence record openai:c1
    15. AI research evidence record anthropic:c1
    16. AI research evidence record anthropic:c2
    17. AI research evidence record deepseek:c1
    18. AI research evidence record grok:0
    19. AI research evidence record perplexity:c1
    20. AI research evidence record google:1.1.2
    21. AI research evidence record anthropic:c5
    22. AI research evidence record perplexity:c3
    23. AI research evidence record grok:3
    24. AI research evidence record anthropic:c4
    25. AI research evidence record openai:c3
    26. AI research evidence record anthropic:c3
    27. AI research evidence record kimi:c7
    28. AI research evidence record google:1.1.3
    29. AI research evidence record kimi:c2
    30. AI research evidence record deepseek:c2
    31. AI research evidence record deepseek:c3
    32. AI research evidence record grok:2
    33. AI research evidence record grok:6
    34. AI research evidence record kimi:c9
    35. AI research evidence record grok:2
    36. AI research evidence record kimi:c2
    37. AI research evidence record kimi:c6
    38. AI research evidence record openai:c1
    39. AI research evidence record deepseek:c1
    40. AI research evidence record perplexity:c4
    41. AI research evidence record openai:c2
    42. AI research evidence record anthropic:c1
    43. AI research evidence record anthropic:c5
    44. AI research evidence record perplexity:c7
    45. AI research evidence record openai:c1
    46. AI research evidence record anthropic:c2
    47. AI research evidence record kimi:c3
    48. AI research evidence record anthropic:c4
    49. AI research evidence record anthropic:c5
    50. AI research evidence record perplexity:c3
    51. AI research evidence record google:1.1.3
    52. AI research evidence record anthropic:c1
    53. AI research evidence record openai:c3
    54. AI research evidence record google:1.1.5
    55. AI research evidence record openai:c4
    56. AI research evidence record openai:c1
    57. AI research evidence record openai:c2
    58. AI research evidence record openai:c3
    59. AI research evidence record anthropic:c5
    60. AI research evidence record google:1.1.5
    61. AI research evidence record anthropic:c1
    62. AI research evidence record perplexity:c1
    63. AI research evidence record openai:c1
    64. AI research evidence record deepseek:c1
    65. AI research evidence record grok:6
    66. AI research evidence record kimi:c9
    67. AI research evidence record kimi:c2
    68. AI research evidence record kimi:c3
    69. AI research evidence record google:1.1.2
    70. AI research evidence record kimi:c6
    71. AI research evidence record anthropic:c1
    72. AI research evidence record anthropic:c2
    73. AI research evidence record google:1.1.3
    74. AI research evidence record openai:c1
    75. AI research evidence record deepseek:c1
    76. AI research evidence record grok:6
    77. AI research evidence record kimi:c9
    78. AI research evidence record google:1.1.2
    79. AI research evidence record anthropic:c1
    80. AI research evidence record perplexity:c1
    81. AI research evidence record anthropic:c4
    82. AI research evidence record grok:0
    83. AI research evidence record anthropic:c5
    84. AI research evidence record kimi:c2
    85. AI research evidence record openai:c1
    86. AI research evidence record grok:2
    87. AI research evidence record kimi:c9
    88. AI research evidence record deepseek:c1
    89. AI research evidence record perplexity:c1
    90. AI research evidence record anthropic:c1
    91. AI research evidence record openai:c1
    92. AI research evidence record anthropic:c1
    93. AI research evidence record perplexity:c1
    94. AI research evidence record deepseek:c1

Independent Sources

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
32
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

22 independent · 10 company-owned

Evidence support

23 direct · 9 partial

Keep in mind

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

Technical verification details

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