Life Insurance
Consensus Index

AI Consensus Fit Review

Lincoln Heritage $25,000 Final Expense Insurance Fit Review

Lincoln Heritage is a mixed fit for a nonsmoking 65-year-old seeking $25,000 of permanent final expense coverage.

Research: 2026-09-217 usable platform responsesRead the methodology ↗

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Answer Capsule

Lincoln Heritage is a mixed fit for a nonsmoking 65-year-old seeking $25,000 of permanent final expense coverage. Four of the seven platforms named Lincoln Heritage during the ranking stage, and six of seven returned a usable fit assessment. The strongest reason to consider it is Funeral Advantage's permanent whole-life design with simplified, no-medical-exam underwriting and bundled funeral-planning support. The main limitation is price: multiple independent reviews report premiums roughly 26–50% higher than competing carriers for equivalent coverage, and no verified public quote exists for this exact buyer profile. Obtain a state-specific guaranteed illustration and compare at least two competing carriers before buying.

Research Snapshot

FieldFinding
Platform mentions in ranking stage4 of 7 platforms (anthropic, deepseek, kimi, perplexity)
Share of included platform responses57.1%
Average listed rank4.75
Best listed rank3 (perplexity)
Relevant product/model/planFuneral Advantage final-expense whole life insurance
Overall use-case fitMixed — permanent coverage and simple underwriting, but premium competitiveness unproven and reported as unfavorable
Research date2026-09-21

Why Lincoln Heritage Qualified for This Study

Questions This Section Answers

  • Why did Lincoln Heritage qualify for this $25,000 final expense insurance study?
  • How many AI platforms named Lincoln Heritage for a 65-year-old nonsmoker seeking $25,000 of coverage?

Lincoln Heritage qualified because it cleared the study's minimum-mention threshold: four of the seven included platforms named it during ranking discovery, and six of seven returned a usable fit assessment [1]. Its Funeral Advantage program is a permanent whole-life final expense product, which matches the buyer's requirement for lifelong coverage rather than term insurance [5].

The entity also qualified on brand presence. Independent reviews describe Lincoln Heritage as a long-established final expense specialist, founded in 1963 with more than one million active policies [7]. That profile placed it inside a comparison set otherwise dominated by generalist carriers.

Qualification is not endorsement. The deterministic identity audit notes that official-site retrieval failed for lincolnheritage.com during research, that one or more fetched domains were not corroborated by brand-name metadata, and that company-name variants were collapsed onto one canonical brand before minimum-mention qualification. Those normalization steps are why the brand appears here, and they are also why several product details below remain unverified.

The Product, Model, Plan, or Service Most Relevant to $25,000 Final Expense Insurance

Questions This Section Answers

  • Which Lincoln Heritage plan should a 65-year-old nonsmoker request for $25,000 of final expense coverage?
  • Does Lincoln Heritage Funeral Advantage actually issue a $25,000 face amount for a 65-year-old?

The relevant product is Funeral Advantage, marketed as final expense whole life insurance with simplified underwriting [8]. Company-owned pages describe it as whole life coverage with no term limit, a one-page application, and no medical exam in most cases [9]. A Lincoln Heritage agent brochure describes the program as a life insurance cash benefit paired with family support services [11].

Whether $25,000 is actually issuable for this buyer is the central unresolved question. Company-owned pages advertise coverage up to $35,000 [12]. Other Lincoln Heritage materials and independent reporting identify $20,000 as the whole-life limit [14]. A 2024 rate-book copy reports whole-life issue limits up to $35,000 for ages 0–80 [17]. One platform reported that $20,000 may be available without a phone interview while $25,000 may require one [18].

Product naming is also inconsistent across sources. Ranking-stage normalization recorded four variants: Funeral Advantage Final Expense Life Insurance, Funeral Advantage Whole Life, Lincoln Heritage Final Expense Whole Life, and The Funeral Advantage Plan. No supplied source confirms which names are current, distinct products, or marketing labels. Buyers should ask the agent for the exact contract name and the state-approved face-amount table.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree on about Lincoln Heritage Funeral Advantage for permanent final expense coverage?
  • Is Lincoln Heritage Funeral Advantage whole life coverage with level premiums?

Agreement was strong on product structure and underwriting, and mixed-to-negative on price.

Five of the six platforms that returned a fit assessment described Funeral Advantage as permanent whole life coverage with level premiums that do not increase while payments are made [20]. Independent reviews repeat the same description, including that the policy builds modest cash value [25].

Platforms also agreed that underwriting is simplified. Company-owned pages state no medical exam is required and that applicants answer health questions instead [27]. Independent reviews confirm the simplified-issue structure and note that most applicants qualify for immediate coverage [29].

On carrier strength, platforms converged on a positive but imprecise signal. Company and independent sources cite an A or A- (Excellent) AM Best rating [31]. The exact current rating and outlook were not verified from a primary rating-agency document in this research.

On price, the agreement ran the other way. Multiple independent sources report Lincoln Heritage premiums above competing final expense carriers [35]. One comparison cited a 70-year-old male paying $86.40 per month with Lincoln Heritage versus $72.93–$73.70 with Americo and Liberty Bankers [35]. Another reported rates 30–150% higher than competitors depending on profile [36]. These are third-party comparisons for different ages and face amounts, not verified quotes for this buyer.

Where the AI Platforms Disagreed or Were Uncertain

Platforms disagreed on three material points, and one platform declined to assess fit at all.

Maximum coverage. Company-owned pages say up to $35,000 [40]. Independent reviews and other Lincoln Heritage materials say $20,000 [42]. One platform explicitly flagged this as a conflict requiring buyer verification [45].

Complaint data. U.S. News and NerdWallet cite complaint volume at roughly 43% of the expected level per NAIC, indicating fewer complaints than average [47]. Reviews.com and PinnacleQuote report above-average complaint indices in more recent periods, plus low customer-review scores and triple-digit complaints over the trailing twelve months [49]. California's 2025 life complaint composite lists Lincoln Heritage with justified-complaint ratios of 0.0 for 2025 and 2024 and 0.9 for 2023 [51] — one state regulator's measure, not a nationwide guarantee.

Age range. One source cites ages 50–80 [43]; others cite availability up to age 85 [52]. A 65-year-old falls inside both ranges, but the applicable underwriting tier is unconfirmed.

Fit rating. Five platforms rated Lincoln Heritage a mixed fit; Kimi rated it uncertain, stating that no independent source in its retrieved results verified pricing, coverage limits, underwriting type, or financial ratings, and that the company's website was not successfully retrieved [54]. Kimi's uncertainty is a research-coverage gap, not a negative finding.

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What features does Lincoln Heritage Funeral Advantage offer a 65-year-old who wants $25,000 of permanent coverage?
  • Does Lincoln Heritage Funeral Advantage include funeral planning support at no extra cost?

For this buyer, the relevant capabilities are permanence, underwriting simplicity, and the bundled funeral-planning service.

Permanence: Funeral Advantage is whole life, not term, so coverage is designed to remain in force while required premiums are paid [55]. Premiums are described as locked at issue and level for life [56].

Underwriting: no medical exam, health questions only, one-page application [58]. A nonsmoker aged 65 with average-to-good health falls inside the standard simplified-issue band according to platform findings [60].

Funeral support: the Funeral Consumer Guardian Society component provides final-wishes assistance, funeral-provider comparisons, and family support [62]. Platforms stressed that this is a service bundle, not an additional insurance benefit [62].

Claims: one platform reported approved claims paid within 24 hours [64]. This is a platform-reported claim, not independently verified.

Contract provisions disclosed in the reviewed materials include a two-year contestability period and a suicide exclusion with premium-refund treatment during the applicable period [55]. A modified or graded tier exists for applicants who do not qualify for simplified issue, with a reported 2–3 year waiting period and reduced death benefit for non-accidental death [66].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Lincoln Heritage Funeral Advantage cost per month for a 65-year-old nonsmoker at $25,000?
  • Are there setup, rider, or cancellation fees with a Lincoln Heritage Funeral Advantage policy?

No verified public premium exists for a nonsmoking 65-year-old at $25,000. Every platform that addressed pricing rated its confidence low (openai, anthropic, deepseek, perplexity) or moderate (grok).

Available data points are indirect. A 2024 rate-book copy reports a $15 monthly minimum before riders, which is not a usable estimate for a $25,000 policy at age 65 [68]. One platform cited sample rates of roughly $57 per month for $10,000 and $112 per month for $20,000 at age 65, scaling to an estimated $140-plus for $25,000 [69]. Another reported $86.40 per month for a 70-year-old male [71]. These figures come from different ages, face amounts, and carriers' comparison sets, and none is a verified Lincoln Heritage quote for this buyer.

On fees, the reviewed materials identified no separate underwriting or application fee and no charge for the funeral-planning support [72]. Rider charges may apply; the rate-book material states minimum premiums are before riders [68]. One platform noted possible policy fees or modal premium charges are not clearly disclosed and should be verified in the illustration [74].

Contract terms: premiums are intended to continue for life under the ordinary whole-life option unless a different payment design is selected [68]. Loans, withdrawals, lapse, surrender, or reinstatement can reduce benefits or affect policy value; exact terms were not verified from a current policy form [75]. A free-look period and any graded-benefit schedule should be confirmed from the issued policy and state rules [74].

Best Suited For

Questions This Section Answers

  • Who is Lincoln Heritage Funeral Advantage best suited for at $25,000 of final expense coverage?
  • Is Lincoln Heritage a good choice for a buyer who values no-medical-exam underwriting over lowest premium?

Lincoln Heritage is best suited to a buyer who prioritizes underwriting simplicity and permanence over lowest cost. Platforms identified the following buyer profiles as the strongest matches:

A buyer who wants no-medical-exam underwriting and values funeral-planning assistance [76]. A buyer who may not qualify for traditional medically underwritten life insurance and needs a simplified-issue path [78]. A buyer who prioritizes stable lifetime premiums and permanence over price [80]. A buyer in a state where the requested face amount and immediate-benefit classification are confirmed in the policy illustration [82].

A 65-year-old nonsmoker in average-to-good health sits inside the standard simplified-issue band and should qualify for immediate, first-day coverage rather than the graded tier [78]. That makes the product workable for this buyer — provided the premium comparison comes back acceptable.

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Lincoln Heritage Funeral Advantage for $25,000 of final expense coverage?
  • Is Lincoln Heritage a poor fit for a healthy 65-year-old nonsmoker who wants the lowest premium?

A healthy buyer whose primary goal is the lowest premium for $25,000 of permanent coverage is probably not best served here. Multiple independent sources report Lincoln Heritage premiums 26–50% above competing carriers for equivalent coverage [84]. That directly conflicts with the buyer's stated preference for competitive premiums.

Other poor-fit profiles identified by platforms: a buyer who wants to compare rates online before speaking with an agent, because Lincoln Heritage does not allow true online quoting or purchasing and requires agent contact to complete an application [88]. A buyer who wants to shop multiple carriers through one representative, because Lincoln Heritage agents are captive and represent only Lincoln Heritage [90]. A buyer in New York or Washington, where the program is reported as unavailable [92]. A buyer who needs more than the confirmed issue limit or wants broader product choice such as term or universal life [91].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Lincoln Heritage for a 65-year-old nonsmoker who wants competitive $25,000 final expense premiums?
  • When should a buyer choose a different carrier instead of Lincoln Heritage Funeral Advantage?

Another option is likely better in four situations platforms identified.

When the buyer's top priority is the lowest premium for $25,000 of permanent coverage in average-to-good health. Platforms named Americo, Liberty Bankers, Transamerica, and American Equity as carriers offering equivalent coverage at reported lower rates [94]. One platform cited competitor premiums 26–50% below Lincoln Heritage for equivalent coverage [95].

When the buyer wants online quotes and side-by-side comparison without a captive or primarily agent-led sales process [97].

When the buyer needs more than the confirmed Lincoln Heritage issue limit, lives in an excluded state, or wants broader product choice such as term, universal life, or larger permanent coverage [98].

When the buyer can qualify for fully underwritten coverage, which may price lower than typical simplified-issue final expense products [99].

Platforms also noted that a buyer who wants confirmed $25,000 coverage and finds Lincoln Heritage's approved maximum in their state is lower should look elsewhere [100].

Questions to Verify Before Buying

Before accepting a Lincoln Heritage Funeral Advantage policy for $25,000, confirm the following in writing:

Is a $25,000 face amount available in your state for a 65-year-old nonsmoker, and does it require a phone interview [102]?

Will the application receive immediate full benefits, or a graded or modified death benefit with a waiting period [103]?

What is the guaranteed monthly and annual premium, and is it level for life [104]?

What are the guaranteed cash values and surrender values at years 5, 10, 20, and later [105]?

What exact contestability, suicide, lapse, reinstatement, loan, and beneficiary provisions apply [106]?

Are there rider charges, policy fees, assignment restrictions, or payment-method fees [107]?

Which legal entity issues the policy, and what is its current AM Best rating and outlook [109]?

What is the current NAIC complaint index, and how does it reconcile with the conflicting published figures [110]?

Can you compare the same $25,000 benefit with at least two independent carriers before accepting the policy [111]?

Final AI Consensus Verdict

Lincoln Heritage is a mixed fit for a nonsmoking 65-year-old seeking $25,000 of permanent final expense coverage. Five of the six platforms that returned a fit assessment rated it mixed; one rated it uncertain due to a research-coverage gap rather than a negative finding. No platform rated it a strong fit.

The product matches the buyer's structural requirements: permanent whole life, simplified underwriting with no medical exam, level premiums, and bundled funeral-planning support. The carrier has a long operating history and a positive but imprecisely documented financial-strength rating.

The product does not clearly match the buyer's stated preference for competitive premiums. Independent sources repeatedly report Lincoln Heritage pricing above competing carriers, and no verified public quote exists for this exact profile. The $25,000 face amount itself is not consistently confirmed across Lincoln Heritage materials.

The practical conclusion: Lincoln Heritage is worth obtaining a quote from, but not worth accepting without a state-specific guaranteed illustration and at least two competing quotes for the same $25,000 benefit. Buyers who want to compare this carrier against the full field can start with the $25,000 Final Expense Insurance consensus index, which aggregates the same platform research across all finalists.

Buyers who want to widen the search beyond final expense into other permanent coverage types can browse the broader life insurance category directory.

How This Review Was Produced

This review synthesizes fit assessments returned by seven AI platforms asked to recommend carriers for a nonsmoking 65-year-old with average-to-good health seeking approximately $25,000 of permanent final expense coverage. Four platforms named Lincoln Heritage during ranking discovery; six returned a usable fit assessment. Platform responses were normalized onto a single canonical brand, and citations were mapped to a deduplicated source catalog. No personal testing, agent contact, or independent rate verification was performed. All pricing, coverage-limit, and complaint findings are platform-reported or drawn from third-party published reviews, not independently confirmed by this review.

Methodology Limitations

Several limitations apply. Six of seven included platforms returned a usable fit assessment, so the fit findings are not unanimous. Platform-reported research dates differ from the authoritative run date of 2026-09-21; one platform's assessment is dated 2026-01-15, roughly eight months earlier. Official-site retrieval failed for lincolnheritage.com during research, and one or more fetched domains were not corroborated by brand-name metadata, so some product details rest on secondary sources. The supplied URLs were collected from platform responses and were not independently validated. Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being treated as current. Conflicting product names, coverage maximums, and complaint data were preserved rather than resolved.

Sources

Company-Owned Sources

  • Home - Lincoln Heritage Funeral Advantage: https://funeraladvantage.com/
  • About Us - Lincoln Heritage Funeral Advantage: https://funeraladvantage.com/about-us/
  • Final Expense Insurance: Costs, Coverage & Benefits: https://funeraladvantage.com/final-expense-insurance/
  • Program Details - Lincoln Heritage Funeral: https://funeraladvantage.com/program-details/
  • Services - Lincoln Heritage Funeral Advantage: https://funeraladvantage.com/services/
  • Lincoln Heritage Funeral Advantage: https://lincolnheritage.com/funeral-advantage/
  • Guaranteed Issue Final Expense Life Insurance - State Farm: https://www.statefarm.com/insurance/life/whole-life/guaranteed-issue-life-insurance
  • Additional AI research evidence111 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:source1
    3. AI research evidence record deepseek:lh_home
    4. AI research evidence record perplexity:c1
    5. AI research evidence record openai:c2
    6. AI research evidence record anthropic:source13
    7. AI research evidence record anthropic:source20
    8. AI research evidence record deepseek:lh_funeral_advantage
    9. AI research evidence record perplexity:c1
    10. AI research evidence record perplexity:c4
    11. AI research evidence record perplexity:c11
    12. AI research evidence record openai:c1
    13. AI research evidence record anthropic:source13
    14. AI research evidence record openai:c3
    15. AI research evidence record anthropic:source4
    16. AI research evidence record anthropic:source10
    17. AI research evidence record openai:c4
    18. AI research evidence record grok:1
    19. AI research evidence record grok:2
    20. AI research evidence record openai:c1
    21. AI research evidence record anthropic:source13
    22. AI research evidence record deepseek:lh_funeral_advantage
    23. AI research evidence record grok:3
    24. AI research evidence record perplexity:c5
    25. AI research evidence record anthropic:source14
    26. AI research evidence record anthropic:source15
    27. AI research evidence record openai:c2
    28. AI research evidence record perplexity:c4
    29. AI research evidence record anthropic:source2
    30. AI research evidence record anthropic:source5
    31. AI research evidence record openai:c6
    32. AI research evidence record anthropic:source3
    33. AI research evidence record anthropic:source21
    34. AI research evidence record grok:4
    35. AI research evidence record anthropic:source6
    36. AI research evidence record anthropic:source8
    37. AI research evidence record anthropic:source9
    38. AI research evidence record grok:7
    39. AI research evidence record deepseek:lh_review
    40. AI research evidence record openai:c1
    41. AI research evidence record perplexity:c4
    42. AI research evidence record openai:c3
    43. AI research evidence record anthropic:source4
    44. AI research evidence record anthropic:source10
    45. AI research evidence record perplexity:c2
    46. AI research evidence record perplexity:c14
    47. AI research evidence record anthropic:source20
    48. AI research evidence record anthropic:source23
    49. AI research evidence record anthropic:source26
    50. AI research evidence record anthropic:source27
    51. AI research evidence record openai:c7
    52. AI research evidence record anthropic:source2
    53. AI research evidence record anthropic:source3
    54. AI research evidence record kimi:lh_identity_unverified
    55. AI research evidence record openai:c1
    56. AI research evidence record anthropic:source13
    57. AI research evidence record anthropic:source14
    58. AI research evidence record perplexity:c1
    59. AI research evidence record perplexity:c4
    60. AI research evidence record anthropic:source2
    61. AI research evidence record anthropic:source5
    62. AI research evidence record openai:c5
    63. AI research evidence record perplexity:c11
    64. AI research evidence record anthropic:source20
    65. AI research evidence record anthropic:source22
    66. AI research evidence record anthropic:source11
    67. AI research evidence record anthropic:source37
    68. AI research evidence record openai:c4
    69. AI research evidence record grok:1
    70. AI research evidence record grok:3
    71. AI research evidence record anthropic:source6
    72. AI research evidence record anthropic:source14
    73. AI research evidence record openai:c5
    74. AI research evidence record deepseek:lh_review
    75. AI research evidence record openai:c1
    76. AI research evidence record openai:c1
    77. AI research evidence record openai:c5
    78. AI research evidence record anthropic:source2
    79. AI research evidence record anthropic:source5
    80. AI research evidence record anthropic:source13
    81. AI research evidence record anthropic:source14
    82. AI research evidence record openai:c4
    83. AI research evidence record anthropic:source20
    84. AI research evidence record anthropic:source6
    85. AI research evidence record anthropic:source8
    86. AI research evidence record anthropic:source9
    87. AI research evidence record grok:7
    88. AI research evidence record anthropic:source29
    89. AI research evidence record anthropic:source11
    90. AI research evidence record anthropic:source15
    91. AI research evidence record anthropic:source10
    92. AI research evidence record openai:c2
    93. AI research evidence record anthropic:source2
    94. AI research evidence record anthropic:source6
    95. AI research evidence record anthropic:source9
    96. AI research evidence record grok:1
    97. AI research evidence record anthropic:source29
    98. AI research evidence record anthropic:source10
    99. AI research evidence record deepseek:lh_review
    100. AI research evidence record perplexity:c2
    101. AI research evidence record kimi:consumeradviser_transamerica
    102. AI research evidence record grok:1
    103. AI research evidence record anthropic:source11
    104. AI research evidence record anthropic:source13
    105. AI research evidence record anthropic:source14
    106. AI research evidence record openai:c1
    107. AI research evidence record openai:c4
    108. AI research evidence record deepseek:lh_review
    109. AI research evidence record anthropic:source26
    110. AI research evidence record anthropic:source20
    111. AI research evidence record anthropic:source6

Independent Sources

Other Sources

  • PDF Lincoln Heritage Funeral Advantage - The Spurgeon Group: https://www.spurgeongroup.com/blueprint/salesInfo/PresentationFlipBook2.pdf
  • Additional AI research evidence111 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:source1
    3. AI research evidence record deepseek:lh_home
    4. AI research evidence record perplexity:c1
    5. AI research evidence record openai:c2
    6. AI research evidence record anthropic:source13
    7. AI research evidence record anthropic:source20
    8. AI research evidence record deepseek:lh_funeral_advantage
    9. AI research evidence record perplexity:c1
    10. AI research evidence record perplexity:c4
    11. AI research evidence record perplexity:c11
    12. AI research evidence record openai:c1
    13. AI research evidence record anthropic:source13
    14. AI research evidence record openai:c3
    15. AI research evidence record anthropic:source4
    16. AI research evidence record anthropic:source10
    17. AI research evidence record openai:c4
    18. AI research evidence record grok:1
    19. AI research evidence record grok:2
    20. AI research evidence record openai:c1
    21. AI research evidence record anthropic:source13
    22. AI research evidence record deepseek:lh_funeral_advantage
    23. AI research evidence record grok:3
    24. AI research evidence record perplexity:c5
    25. AI research evidence record anthropic:source14
    26. AI research evidence record anthropic:source15
    27. AI research evidence record openai:c2
    28. AI research evidence record perplexity:c4
    29. AI research evidence record anthropic:source2
    30. AI research evidence record anthropic:source5
    31. AI research evidence record openai:c6
    32. AI research evidence record anthropic:source3
    33. AI research evidence record anthropic:source21
    34. AI research evidence record grok:4
    35. AI research evidence record anthropic:source6
    36. AI research evidence record anthropic:source8
    37. AI research evidence record anthropic:source9
    38. AI research evidence record grok:7
    39. AI research evidence record deepseek:lh_review
    40. AI research evidence record openai:c1
    41. AI research evidence record perplexity:c4
    42. AI research evidence record openai:c3
    43. AI research evidence record anthropic:source4
    44. AI research evidence record anthropic:source10
    45. AI research evidence record perplexity:c2
    46. AI research evidence record perplexity:c14
    47. AI research evidence record anthropic:source20
    48. AI research evidence record anthropic:source23
    49. AI research evidence record anthropic:source26
    50. AI research evidence record anthropic:source27
    51. AI research evidence record openai:c7
    52. AI research evidence record anthropic:source2
    53. AI research evidence record anthropic:source3
    54. AI research evidence record kimi:lh_identity_unverified
    55. AI research evidence record openai:c1
    56. AI research evidence record anthropic:source13
    57. AI research evidence record anthropic:source14
    58. AI research evidence record perplexity:c1
    59. AI research evidence record perplexity:c4
    60. AI research evidence record anthropic:source2
    61. AI research evidence record anthropic:source5
    62. AI research evidence record openai:c5
    63. AI research evidence record perplexity:c11
    64. AI research evidence record anthropic:source20
    65. AI research evidence record anthropic:source22
    66. AI research evidence record anthropic:source11
    67. AI research evidence record anthropic:source37
    68. AI research evidence record openai:c4
    69. AI research evidence record grok:1
    70. AI research evidence record grok:3
    71. AI research evidence record anthropic:source6
    72. AI research evidence record anthropic:source14
    73. AI research evidence record openai:c5
    74. AI research evidence record deepseek:lh_review
    75. AI research evidence record openai:c1
    76. AI research evidence record openai:c1
    77. AI research evidence record openai:c5
    78. AI research evidence record anthropic:source2
    79. AI research evidence record anthropic:source5
    80. AI research evidence record anthropic:source13
    81. AI research evidence record anthropic:source14
    82. AI research evidence record openai:c4
    83. AI research evidence record anthropic:source20
    84. AI research evidence record anthropic:source6
    85. AI research evidence record anthropic:source8
    86. AI research evidence record anthropic:source9
    87. AI research evidence record grok:7
    88. AI research evidence record anthropic:source29
    89. AI research evidence record anthropic:source11
    90. AI research evidence record anthropic:source15
    91. AI research evidence record anthropic:source10
    92. AI research evidence record openai:c2
    93. AI research evidence record anthropic:source2
    94. AI research evidence record anthropic:source6
    95. AI research evidence record anthropic:source9
    96. AI research evidence record grok:1
    97. AI research evidence record anthropic:source29
    98. AI research evidence record anthropic:source10
    99. AI research evidence record deepseek:lh_review
    100. AI research evidence record perplexity:c2
    101. AI research evidence record kimi:consumeradviser_transamerica
    102. AI research evidence record grok:1
    103. AI research evidence record anthropic:source11
    104. AI research evidence record anthropic:source13
    105. AI research evidence record anthropic:source14
    106. AI research evidence record openai:c1
    107. AI research evidence record openai:c4
    108. AI research evidence record deepseek:lh_review
    109. AI research evidence record anthropic:source26
    110. AI research evidence record anthropic:source20
    111. AI research evidence record anthropic:source6

Verify this research

Check when the research was run, which platforms were included, and what supports the findings.

Study date
September 21, 2026
Platforms analyzed
7
Source records
40
Ranking mentions
4 of 7
Platform share
57%
Final consensus rank
#5

Behind the findings

Platforms in this study

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

Source records

28 independent · 10 company-owned · 2 unclear

Evidence support

31 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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