AI Consensus Fit Review

American Tubs for Wheelchair Transfer & Roll-In Access: AI Consensus Fit Review

American Tubs is a good, but not fully verified, fit for wheelchair transfer and roll-in access.

Situation-specific fit reviewA focused review of how this provider fits the needs addressed by this research category.
Built for careful comparisonSee the strengths, limitations, pricing considerations, and questions worth investigating before you decide.
American Tubs for Wheelchair Transfer & Roll-In Access: AI Consensus Fit Review hero image
walk-in-tubsPublished by Aging in Place Index to support informed aging-in-place decisions.

Answer Capsule

American Tubs is a good, but not fully verified, fit for wheelchair transfer and roll-in access. Four of seven AI platforms named American Tubs in the ranking stage, with an average listed rank of 2.5 and a best rank of 2. The strongest reason to consider the brand is its dedicated Wheelchair Series—particularly the 2852W—which features an advertised 34.75-inch outward-swinging door and an exterior-accessible transfer seat designed for lateral seated transfers. The main limitation is verification: door clearances, weight capacities, control placement, grab-bar ratings, and installed pricing are inconsistently documented across sources, with weight limits ranging from 220 to 350 pounds depending on the model and source. Buyers should confirm model-specific specifications and obtain written quotes before purchase.

Research Snapshot

MetricValue
Platform mentions in ranking stage4 of 7 platforms (anthropic, google, kimi, openai)
Share of included platform responses57.1% (4 of 7)
Average listed rank2.5
Best listed rank2 (anthropic, kimi)
Relevant product/model/planWheelchair Series: 2852W, 3052W, 3252W, D3252KW
Overall use-case fitGood (2 platforms), Strong (3 platforms), Uncertain (2 platforms)
Research date2026-08-12

Why American Tubs Qualified for This Study

American Tubs qualified because it maintains a dedicated wheelchair-specific product line rather than merely adapting conventional walk-in tubs. The company's Wheelchair Series includes the 2852W, 3052W, 3252W, and D3252KW models, all marketed with outward-swinging doors and slide-in transfer seating [1]. The product line directly targets seated lateral transfers, which is the core requirement for wheelchair users who cannot step over a threshold.

The brand's positioning is explicitly wheelchair-oriented. The official product page describes "wheelchair slide-in tubs" with "full seat access from exterior" [1]. Multiple platforms independently identified the same model family, suggesting the product line is well-known in the accessible-bathing category. However, qualification for the study does not equal verified performance; several platforms noted that public documentation is incomplete for key decision factors [4].

The Product, Model, Plan, or Service Most Relevant to Wheelchair Transfer & Roll-In Access

The most relevant product is the American Tubs Wheelchair Series, specifically the 2852W slide-in wheelchair-transfer tub. This model is the most frequently cited across platforms and is the one with the most detailed public documentation.

ModelDoor WidthSeat HeightWeight CapacityKey Notes
2852W34.75 inches (advertised)17 inches220 lbs (per company page)Most documented; exterior full-seat access
3052W30 inches17 inches220 lbs (per Prestige Aid)Optimized for 60-inch bathrooms
3252W34.5 inches17 inches350 lbs (per Prestige Aid)Extra-wide; highest documented capacity
D3252KW34.5 inches17 inches250 lbs (per spec sheet)Luxury-sized; optional jetting

Sources: [6]

The 2852W is the strongest match because its advertised 34.75-inch outward-swinging door is unusually wide for the category and directly addresses lateral transfer needs [6]. The 3252W offers the highest documented weight capacity at 350 pounds, but this figure comes from a third-party retailer rather than the manufacturer [9].

What the AI Platforms Agreed About

Strong agreement: outward-swinging doors are the core strength. All seven platforms that evaluated American Tubs identified outward-swinging doors as the primary advantage for wheelchair transfer access. Door widths range from 30 to 34.75 inches across the model family [13]. This design allows users to approach the tub from the side and slide onto the seat without stepping over a threshold.

Strong agreement: the transfer seat is designed for wheelchair-height access. Multiple platforms cited the 17-inch ADA-compliant contoured seat with 23-inch width as a key feature [20]. The seat height aligns with standard wheelchair seat heights, facilitating level or near-level transfers.

Majority agreement: the warranty is a strength. Three platforms cited the lifetime limited warranty covering the stainless-steel frame, door mechanism, door handle, and vinyl door seal, with 10-year coverage on the gel-coat finish and 2-year coverage on motors, electrical controls, faucet, tubing, fittings, drain and overflow, and plated finishes [23].

Majority agreement: pricing is not transparent. Six of seven platforms noted that American Tubs does not publish model-specific pricing online and requires buyers to request quotes [26]. Third-party retailers list base units at approximately $4,663 to $4,999, but installed costs vary widely.

Majority agreement: the brand targets wheelchair users specifically. The dedicated Wheelchair Series, rather than adapted general-purpose tubs, was cited as a strength by all platforms that evaluated the product line [13].

Where the AI Platforms Disagreed or Were Uncertain

Weight capacity is the most significant conflict. The 2852W is documented at 220 pounds on the company page, described as suitable for "trimmer individuals" [30]. The 3252W is listed at 350 pounds by Prestige Aid [31], but the D3252KW spec sheet states 250 pounds [33]. A company FAQ states some models fit users up to 350 pounds, but this is not model-specific [34]. Grok reported a 220–250 pound range [35]. These figures are not reconcilable from public sources.

Door width notation is inconsistent. The 2852W is cited as 34.75 inches in some sources and 34¾ inches in others; the 3252W appears as both 34.5 and 34½ inches [36]. These are likely the same measurements expressed differently, but the inconsistency is not resolved.

Fit ratings varied from "strong" to "uncertain." Three platforms rated American Tubs as a strong fit (deepseek, google, grok), two rated it good (anthropic, openai), and two rated it uncertain (kimi, perplexity). The uncertain ratings stem from insufficient verifiable specifications rather than negative product findings [37].

ADA compliance claims are unverified. Models are described as "ADA-compliant" by the company and third-party retailers, but no independent ADA certification documentation was located [39]. The 3052W is documented with a 7-inch door threshold, which is higher than the 3–4 inch industry standard cited for some competitors [40].

Grab-bar details are undocumented. Company materials reference grab bars as standard, but no load-bearing ratings, diameter, positioning, or mounting details are published [42]. No independent testing of American Tubs grab bars was found.

Use-Case-Specific Features and Capabilities

Outward-Opening Door Width

The 2852W and 3252W feature advertised door widths of approximately 34.5–34.75 inches, which is wider than the standard 22–24 inches found on many walk-in tubs [43]. The 3052W offers a 30-inch door optimized to open fully in narrow 60-inch-wide bathroom layouts [47]. These widths are narrower than competitor Ella's Bubbles, which offers 36-inch L-shaped doors [48].

Transfer Bench Design

All wheelchair models feature a 17-inch-high contoured seat with 23-inch width, positioned for full-seat access from the exterior of the tub [50]. Deepseek reported a 20-inch seat height for the 3252W, which conflicts with the 17-inch figure cited by other sources [46]. The seat is designed for slide-in or transfer-seat entry, allowing users to slide across directly from a wheelchair.

Accessible Water Control Placement

This factor is unclear across all platforms. Company marketing mentions faucets included with models but provides no detailed specifications on control placement, reach distance, or usability for seated wheelchair users [53]. Deepseek claimed controls can be positioned at the front or side of the tub, but this is platform-reported and not independently verified [46].

Weight Capacity

Weight capacity varies by model and source:

  • 2852W: 220 pounds [43]
  • 3052W: 220 pounds [55]
  • 3252W: 350 pounds [45]; 250 pounds [57]
  • Company FAQ: up to 350 pounds for some models, not model-specific [54]

Grab Bar Stability

Grab-bar configuration, placement, diameter, and pull-force compliance are not documented in public sources [58]. Deepseek reported integrated grab bars in the seat area but noted wall-mounted grab bars are not included [46]. No independent load-bearing testing was found.

Drain and Transfer Safety

American Tubs advertises a 2-inch HurryDrain and a secondary toe drain as available safety features [59]. The company also emphasizes leak-proof door seals, a 180-degree turn door handle, and a smooth-glide locking mechanism [60]. No independently verified drainage times were found for the wheelchair models.

Warranty Terms

The published warranty provides:

  • Lifetime limited: stainless-steel frame, door mechanism, door handle, vinyl door seal
  • 10 years: gel-coat finish
  • 2 years: motors, electrical controls, faucet, tubing, fittings, drain and overflow, plated finishes

Exclusions include installation, shipping, property damage, modifications, improper installation, and consequential or incidental costs [62]. The warranty is non-transferable and applies only to the original owner in the original home. Commercial/institutional installations receive reduced coverage (10/2/1 years) [63].

Pricing, Fees, Contracts, and Ongoing Costs

Pricing confidence is low across all platforms. American Tubs does not publish model-specific prices on its official website. Buyers must request a free in-home quote [65].

Cost ItemAmountSource
2852W base unit (uninstalled)~$4,663–$4,999Prestige Aid [67]
3052W base unit (uninstalled)~$4,663–$4,999Prestige Aid [69]
3252W base unit (uninstalled)~$4,663 (similar range)Prestige Aid [70]
Optional Microbubble System~$1,799Google platform-reported [71]
Optional Heated Seat~$599Google platform-reported [71]
Optional Chromatherapy~$599Google platform-reported [71]
General price range (installed)$3,000–$26,000ConsumerAffairs [72]
Installation$500–$1,500 (typical)Deepseek platform-reported [73]
Water heater upgrade$1,000+ if neededGoogle platform-reported [71]

Additional fees may include delivery, removal of the existing tub, plumbing, electrical work, permits, and bathroom remodeling [74]. The warranty excludes installation and several consequential costs, so service economics depend heavily on the dealer and installer [74].

Contract terms are largely undisclosed. No model-specific sales contract, cancellation policy, financing APR, loan term, deposit requirement, or return policy was identified in public sources [66]. Made-to-order custom tubs are non-refundable per Google platform reporting [71]. Prestige Aid allows 30-day returns/exchanges [72].

Best Suited For

American Tubs is best suited for:

  • Wheelchair users weighing up to 220 pounds who need a wide outward-swinging door for lateral seated transfers [75]
  • Users up to 350 pounds who select the 3252W model, pending verification of the capacity figure [77]
  • Bathrooms with 60-inch width constraints, particularly with the 3052W model designed to open fully in narrow layouts [79]
  • Caregivers seeking a full exterior-accessible transfer seat that allows unobstructed assistance during transfers [75]
  • Buyers who can verify specifications directly with the manufacturer and tolerate phone-based or in-home quote processes [81]
  • Residential installations where the lifetime limited warranty on the door seal and frame is valuable [83]

Probably Not Best Suited For

American Tubs is probably not best suited for:

  • Users requiring true roll-in or zero-threshold wheelchair entry rather than a transfer-seat design. The product is described as slide-in or transfer-seat access, not a roll-in wet-room tub [85]
  • Bariatric users over 250 pounds who cannot verify the 3252W's 350-pound capacity with the manufacturer [88]
  • Buyers needing transparent online pricing without scheduling an in-home consult [90]
  • Buyers requiring independently verified accessibility testing or detailed model-by-model measurements before purchase [87]
  • Users with limited hip or trunk control who cannot perform a lateral transfer and need direct wheelchair roll-in access [86]
  • Commercial or institutional installations, where the warranty is reduced to 10/2/1 years [93]

When Another Option May Be Better

Consider alternatives in these scenarios:

  • Maximum door width (36+ inches): Ella's Bubbles Transfer series offers 36-inch L-shaped doors with dual-latch lock systems and published specifications including 80–120 second drainage and two grab bars [94]
  • Institutional certifications and high weight capacity: The Rane RK12 Winnipeg meets CSA, ANSI, ASME, and UL standards with a 600-pound occupant capacity and KEYLOCK door system [96]
  • Transparent online pricing: Ella's Bubbles publishes prices and extensive product videos without requiring phone contact [97]
  • True roll-in access: A roll-in shower or curb-less shower may be more appropriate when the user cannot perform a lateral transfer [98]
  • Budget constraints: Standard walk-in tubs with 22-inch doors may be more affordable, with a trade-off in transfer ease [99]

Questions to Verify Before Buying

  1. What is the exact unobstructed clear door opening of the quoted model at the narrowest point? [100]
  2. What is the maximum supported user weight for the exact serial/model configuration? The 220-pound, 250-pound, and 350-pound figures conflict across sources [100]
  3. What are the seat height, seat width, and seat-to-door distance? The 17-inch and 20-inch figures conflict [105]
  4. Where are the faucet, drain, handheld shower, temperature control, and emergency controls located, and can they be reached from the transfer position? [107]
  5. Which grab bars are included, where are they mounted, and what load rating does the installed configuration have? [108]
  6. Is the quoted tub a true slide-in transfer model or a roll-in/zero-threshold configuration? [100]
  7. What is the complete installed price, including delivery, removal of the existing tub, permits, electrical work, plumbing, trim, taxes, and optional accessories? [109]
  8. What financing APR, term, deposit, cancellation, change-order, and refund provisions apply? [102]
  9. Who handles warranty service, what response times apply, and who pays labor, shipping, diagnosis, and removal costs after the warranty period? [109]
  10. Can the buyer perform an in-person transfer trial using the actual wheelchair and caregiver before signing? [100]
  11. Does the bathroom layout allow the outward-swinging door to open fully without striking toilet, sink, or other fixtures? [110]
  12. Does the current water heater have capacity to fill the tub's operating volume, or will an upgrade be needed? [111]

Final AI Consensus Verdict

American Tubs is a good, but not fully verified, fit for wheelchair transfer and roll-in access. The Wheelchair Series directly addresses the core requirement with outward-swinging doors (30–34.75 inches), a 17-inch transfer seat, and exterior-accessible seating designed for lateral transfers. The 2852W is the strongest documented match, with its advertised 34.75-inch door being unusually wide for the category.

However, the consensus is tempered by significant verification gaps. Weight capacities conflict across sources (220–350 pounds depending on model and source), door clearances are not consistently documented, water control placement is unverified, grab-bar load ratings are unpublished, and pricing requires phone or in-home quotes. The warranty is a genuine strength for residential use, but it excludes installation and consequential costs.

Buyers who fit within the weight limits, can accommodate an outward-swinging door, and are willing to verify specifications directly with the manufacturer should consider American Tubs alongside competitors with wider doors and more transparent pricing. For a broader comparison of wheelchair-accessible options, see the Wheelchair Transfer & Roll-In Access consensus index. You can also browse other walk in tubs options in the category directory.

How This Review Was Produced

This review was produced on 2026-08-12 by aggregating fit-research responses from seven AI platforms: Anthropic, DeepSeek, Google, Grok, Kimi, OpenAI, and Perplexity. Each platform evaluated American Tubs against the use case of wheelchair transfer and roll-in access, using criteria including outward-opening door width, transfer bench design, accessible water control placement, weight capacity, grab bar stability, and warranty terms.

Four of the seven platforms (Anthropic, Google, Kimi, OpenAI) named American Tubs during the ranking discovery stage. All seven platforms provided fit assessments. Platform-reported research dates were 2026-08-12 for six platforms and 2026-04-16 for DeepSeek.

The review cites 18 deduplicated sources: 10 company-owned (americantubs.com) and 8 independent (prestigeaid.com, consumeraffairs.com, bestguide.com, leisurelifewalkintubs.com, agingsafelybaths.com, ellasbubbles.com). Company-owned citations materially outnumber independent citations, so company claims should not be treated as independently verified.

Methodology Limitations

  • Platform-reported dates differ from the authoritative run date. DeepSeek's research date is 2026-04-16, approximately four months before the other platforms' 2026-08-12 date. This may affect the currency of DeepSeek's findings.
  • Company-owned citations dominate. Ten of 18 sources are from americantubs.com. Company marketing claims about ADA compliance, weight capacity, and transfer ease are not independently verified.
  • The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
  • Conflicting specifications could not be resolved. Weight capacities (220 vs. 250 vs. 350 pounds), seat heights (17 vs. 20 inches), and door widths (34.5 vs. 34.75 inches) conflict across sources. Buyers must verify these with the manufacturer.
  • No independent ADA certification documentation was located. "ADA-compliant" claims are company and retailer assertions.
  • No independent testing of grab-bar load-bearing capacity, drainage times, or transfer ease was found.
  • Pricing data is largely platform-reported. Third-party retailer prices and optional upgrade costs were not independently confirmed.
  • AI-platform agreement does not prove product quality. The consensus reflects what platforms found in public sources, not independent testing or customer experience.

Explore more walk in tubs guidance in the category directory.

Sources

Company-Owned Sources

  • Contact us - American Tubs: https://americantubs.com/contact/
  • Frequently Asked Questions about Walk in Tubs: https://americantubs.com/faqs/
  • Safety Tubs | Walk in Safety Tubs: https://americantubs.com/features/safety/
  • Wheelchair Accessible Tub | Wheelchair Slide in Tubs: https://americantubs.com/walk-in-baths/wheelchair/
  • Walk in Bathtub Warranty | American Tubs: https://americantubs.com/warranty/
  • Wheelchair Transfer Walk-In Tubs + Models | Ella's Bubbles: https://ellasbubbles.com/walk-in-tubs/wheelchair-transfer-door/
  • CARE Series 2852 Walk-In Tub Specification Sheet: https://www.americantubs.com/wp-content/uploads/2021/12/2852.pdf
  • American Tubs 3252W Product Specification Sheet: https://www.americantubs.com/wp-content/uploads/2021/12/3252W.pdf
  • Additional AI research evidence111 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:c4
    3. AI research evidence record google:c1
    4. AI research evidence record perplexity:c1
    5. AI research evidence record kimi:c1
    6. AI research evidence record openai:c1
    7. AI research evidence record anthropic:c1
    8. AI research evidence record anthropic:c2
    9. AI research evidence record anthropic:c3
    10. AI research evidence record google:c2
    11. AI research evidence record google:c3
    12. AI research evidence record anthropic:c7
    13. AI research evidence record openai:c1
    14. AI research evidence record anthropic:c1
    15. AI research evidence record anthropic:c2
    16. AI research evidence record anthropic:c3
    17. AI research evidence record google:c1
    18. AI research evidence record grok:c1
    19. AI research evidence record deepseek:c1
    20. AI research evidence record anthropic:c4
    21. AI research evidence record anthropic:c5
    22. AI research evidence record google:c4
    23. AI research evidence record openai:c5
    24. AI research evidence record anthropic:c12
    25. AI research evidence record google:c5
    26. AI research evidence record openai:c2
    27. AI research evidence record anthropic:c13
    28. AI research evidence record google:c6
    29. AI research evidence record perplexity:c1
    30. AI research evidence record openai:c1
    31. AI research evidence record anthropic:c3
    32. AI research evidence record anthropic:c7
    33. AI research evidence record google:c2
    34. AI research evidence record openai:c2
    35. AI research evidence record grok:c1
    36. AI research evidence record anthropic:c1
    37. AI research evidence record kimi:c1
    38. AI research evidence record perplexity:c1
    39. AI research evidence record anthropic:c10
    40. AI research evidence record anthropic:c2
    41. AI research evidence record anthropic:c11
    42. AI research evidence record anthropic:c8
    43. AI research evidence record openai:c1
    44. AI research evidence record anthropic:c1
    45. AI research evidence record anthropic:c3
    46. AI research evidence record deepseek:c1
    47. AI research evidence record google:c3
    48. AI research evidence record anthropic:c11
    49. AI research evidence record kimi:c3
    50. AI research evidence record anthropic:c4
    51. AI research evidence record anthropic:c5
    52. AI research evidence record google:c4
    53. AI research evidence record anthropic:c6
    54. AI research evidence record openai:c2
    55. AI research evidence record anthropic:c2
    56. AI research evidence record anthropic:c7
    57. AI research evidence record google:c2
    58. AI research evidence record anthropic:c8
    59. AI research evidence record openai:c4
    60. AI research evidence record anthropic:c9
    61. AI research evidence record google:c1
    62. AI research evidence record openai:c5
    63. AI research evidence record anthropic:c12
    64. AI research evidence record google:c5
    65. AI research evidence record openai:c6
    66. AI research evidence record openai:c2
    67. AI research evidence record anthropic:c1
    68. AI research evidence record google:c4
    69. AI research evidence record anthropic:c2
    70. AI research evidence record anthropic:c3
    71. AI research evidence record google:c6
    72. AI research evidence record anthropic:c13
    73. AI research evidence record deepseek:c1
    74. AI research evidence record openai:c5
    75. AI research evidence record openai:c1
    76. AI research evidence record anthropic:c1
    77. AI research evidence record anthropic:c3
    78. AI research evidence record anthropic:c7
    79. AI research evidence record google:c3
    80. AI research evidence record google:c1
    81. AI research evidence record perplexity:c1
    82. AI research evidence record kimi:c1
    83. AI research evidence record openai:c5
    84. AI research evidence record anthropic:c12
    85. AI research evidence record openai:c1
    86. AI research evidence record deepseek:c1
    87. AI research evidence record perplexity:c1
    88. AI research evidence record google:c2
    89. AI research evidence record anthropic:c7
    90. AI research evidence record google:c6
    91. AI research evidence record anthropic:c13
    92. AI research evidence record kimi:c1
    93. AI research evidence record anthropic:c12
    94. AI research evidence record anthropic:c11
    95. AI research evidence record kimi:c3
    96. AI research evidence record kimi:c2
    97. AI research evidence record anthropic:c13
    98. AI research evidence record openai:c1
    99. AI research evidence record deepseek:c1
    100. AI research evidence record openai:c1
    101. AI research evidence record perplexity:c1
    102. AI research evidence record openai:c2
    103. AI research evidence record google:c2
    104. AI research evidence record anthropic:c7
    105. AI research evidence record anthropic:c4
    106. AI research evidence record deepseek:c1
    107. AI research evidence record anthropic:c6
    108. AI research evidence record anthropic:c8
    109. AI research evidence record openai:c5
    110. AI research evidence record anthropic:c13
    111. AI research evidence record google:c6

Independent Sources

  • American Tubs Review 2026: Walk In Tubs for Seniors and Safety | BestGuide: https://bestguide.com/walk-in-tubs/american-tubs/
  • Best Wheelchair-Accessible Tubs Industry Standards (Leisure Life Walk-In Tubs: https://leisurelifewalkintubs.com/what-are-the-best-wheelchair-accessible-walk-in-tubs-for-home-safety/
  • American Tubs Wheelchair Series Model 2852W Walk-In Bath Tub - Prestige Aid: https://prestigeaid.com/products/american-tubs-wheelchair-series-model-2852w-walk-in-bath-tub-d2852kw
  • American Tubs Pricing and Financing (American Tubs / ConsumerAffairs: https://www.consumeraffairs.com/homeowners/american-tubs.html
  • American Tubs Wheelchair Series Model 2852W Walk-In Bath Tub – D2852KW (Prestige Aid: https://www.prestigeaid.com/products/american-tubs-wheelchair-series-model-2852w-walk-in-bath-tub-d2852kw
  • American Tubs Wheelchair Series Model 3052W Walk-In Bath Tub (Prestige Aid: https://www.prestigeaid.com/products/american-tubs-wheelchair-series-model-3052w-walk-in-bath-tub-d3052kw
  • American Tubs Wheelchair Series Model 3252W Walk-In Bath Tub (Prestige Aid: https://www.prestigeaid.com/products/american-tubs-wheelchair-series-model-3252w-walk-in-bath-tub-d3252kw
  • Additional AI research evidence111 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:c4
    3. AI research evidence record google:c1
    4. AI research evidence record perplexity:c1
    5. AI research evidence record kimi:c1
    6. AI research evidence record openai:c1
    7. AI research evidence record anthropic:c1
    8. AI research evidence record anthropic:c2
    9. AI research evidence record anthropic:c3
    10. AI research evidence record google:c2
    11. AI research evidence record google:c3
    12. AI research evidence record anthropic:c7
    13. AI research evidence record openai:c1
    14. AI research evidence record anthropic:c1
    15. AI research evidence record anthropic:c2
    16. AI research evidence record anthropic:c3
    17. AI research evidence record google:c1
    18. AI research evidence record grok:c1
    19. AI research evidence record deepseek:c1
    20. AI research evidence record anthropic:c4
    21. AI research evidence record anthropic:c5
    22. AI research evidence record google:c4
    23. AI research evidence record openai:c5
    24. AI research evidence record anthropic:c12
    25. AI research evidence record google:c5
    26. AI research evidence record openai:c2
    27. AI research evidence record anthropic:c13
    28. AI research evidence record google:c6
    29. AI research evidence record perplexity:c1
    30. AI research evidence record openai:c1
    31. AI research evidence record anthropic:c3
    32. AI research evidence record anthropic:c7
    33. AI research evidence record google:c2
    34. AI research evidence record openai:c2
    35. AI research evidence record grok:c1
    36. AI research evidence record anthropic:c1
    37. AI research evidence record kimi:c1
    38. AI research evidence record perplexity:c1
    39. AI research evidence record anthropic:c10
    40. AI research evidence record anthropic:c2
    41. AI research evidence record anthropic:c11
    42. AI research evidence record anthropic:c8
    43. AI research evidence record openai:c1
    44. AI research evidence record anthropic:c1
    45. AI research evidence record anthropic:c3
    46. AI research evidence record deepseek:c1
    47. AI research evidence record google:c3
    48. AI research evidence record anthropic:c11
    49. AI research evidence record kimi:c3
    50. AI research evidence record anthropic:c4
    51. AI research evidence record anthropic:c5
    52. AI research evidence record google:c4
    53. AI research evidence record anthropic:c6
    54. AI research evidence record openai:c2
    55. AI research evidence record anthropic:c2
    56. AI research evidence record anthropic:c7
    57. AI research evidence record google:c2
    58. AI research evidence record anthropic:c8
    59. AI research evidence record openai:c4
    60. AI research evidence record anthropic:c9
    61. AI research evidence record google:c1
    62. AI research evidence record openai:c5
    63. AI research evidence record anthropic:c12
    64. AI research evidence record google:c5
    65. AI research evidence record openai:c6
    66. AI research evidence record openai:c2
    67. AI research evidence record anthropic:c1
    68. AI research evidence record google:c4
    69. AI research evidence record anthropic:c2
    70. AI research evidence record anthropic:c3
    71. AI research evidence record google:c6
    72. AI research evidence record anthropic:c13
    73. AI research evidence record deepseek:c1
    74. AI research evidence record openai:c5
    75. AI research evidence record openai:c1
    76. AI research evidence record anthropic:c1
    77. AI research evidence record anthropic:c3
    78. AI research evidence record anthropic:c7
    79. AI research evidence record google:c3
    80. AI research evidence record google:c1
    81. AI research evidence record perplexity:c1
    82. AI research evidence record kimi:c1
    83. AI research evidence record openai:c5
    84. AI research evidence record anthropic:c12
    85. AI research evidence record openai:c1
    86. AI research evidence record deepseek:c1
    87. AI research evidence record perplexity:c1
    88. AI research evidence record google:c2
    89. AI research evidence record anthropic:c7
    90. AI research evidence record google:c6
    91. AI research evidence record anthropic:c13
    92. AI research evidence record kimi:c1
    93. AI research evidence record anthropic:c12
    94. AI research evidence record anthropic:c11
    95. AI research evidence record kimi:c3
    96. AI research evidence record kimi:c2
    97. AI research evidence record anthropic:c13
    98. AI research evidence record openai:c1
    99. AI research evidence record deepseek:c1
    100. AI research evidence record openai:c1
    101. AI research evidence record perplexity:c1
    102. AI research evidence record openai:c2
    103. AI research evidence record google:c2
    104. AI research evidence record anthropic:c7
    105. AI research evidence record anthropic:c4
    106. AI research evidence record deepseek:c1
    107. AI research evidence record anthropic:c6
    108. AI research evidence record anthropic:c8
    109. AI research evidence record openai:c5
    110. AI research evidence record anthropic:c13
    111. AI research evidence record google:c6

Verify this research

Review the study details behind this page or download the public machine-readable verification record.

Study date
Aug 12, 2026
Platforms analyzed
7
Source records
18
Ranking mentions
4 of 7
Platform share
57%
Final consensus rank
#2

Research trail and source mix

Platforms

openai, anthropic, deepseek, grok, perplexity, kimi, google

Source mix

8 independent · 10 company-owned

Evidence support

15 direct · 3 partial

Important limitation

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

Source snapshot SHA-256 f3242924feadf34d992536099df04570580654114aac55dd82ade1647959c014