AI Consensus Fit Review

American Standard for Long-Term Warranty Protection - AI Consensus Fit Review

American Standard is a mixed-to-good fit for seniors and homeowners prioritizing Long-Term Warranty Protection on walk-in tubs, with the strongest protection available only through specific purchase channels.

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Answer Capsule

American Standard is a mixed-to-good fit for seniors and homeowners prioritizing Long-Term Warranty Protection on walk-in tubs, with the strongest protection available only through specific purchase channels. Four of seven AI platforms named American Standard during the ranking stage, giving it a 57% platform share with an average listed rank of 3.0 and a best rank of 1. The strongest reason to consider American Standard is its lifetime door-seal warranty across all walk-in tub lines, which directly addresses the most common and consequential failure point. The main limitation is that this lifetime coverage applies only to the door seal—not the entire tub—and the warranty is non-transferable, excludes labor on retail purchases, and requires authorized-seller and registration compliance to remain valid.

Research Snapshot

MetricValue
Platform mentions in ranking stage4 of 7 platforms (anthropic, google, kimi, openai)
Share of included platform responses57.1%
Average listed rank3.0
Best listed rank1 (kimi)
Relevant product/model/planAmerican Standard Premium Acrylic Walk-In Bath; Liberation Series with Certified Installer Plan
Overall use-case fitMixed-to-good (ratings ranged from strong to uncertain)
Research date2026-08-12

Why American Standard Qualified for This Study

American Standard qualified because four of seven AI platforms independently named the company during the ranking stage for walk-in tubs with lifetime warranty protection. The platforms that named American Standard were anthropic (rank 2), google (rank 4), kimi (rank 1), and openai (rank 5). Three platforms—deepseek, grok, and perplexity—evaluated American Standard's fit but did not name it during the initial ranking discovery phase.

The company's official warranty documentation was cited by all seven platforms, making American Standard one of the most thoroughly documented entities in this study. The official Limited Warranty Walk-In Bath page served as the primary evidence source for six of seven platforms, with only kimi reporting difficulty accessing the full document [1].

The Product, Model, Plan, or Service Most Relevant to Long-Term Warranty Protection

The most relevant offering is the American Standard Premium Acrylic Walk-In Bath purchased through American Standard or an authorized seller. This model carries the longest published warranty terms: 15 years on the bathtub, 10 years on components, and lifetime coverage on the door seal for the original non-commercial owner [2].

A second configuration—the Liberation Series with Certified Installer Plan—was referenced by four platforms (anthropic, google, grok, perplexity) as providing lifetime coverage on the tub, fixtures, parts, labor, and installation. However, openai noted that the Liberation Series and Certified Installer Plan were not independently verified in the current official materials reviewed, creating a factual conflict that buyers must resolve before purchase [2].

A third configuration, the Gelcoat Premium Series, carries shorter coverage: 10 years on the shell, 5 years on components, and lifetime door-seal coverage [5].

What the AI Platforms Agreed About

Lifetime Door-Seal Warranty Is Real and Universal

All seven platforms agreed that American Standard offers a lifetime door-seal warranty across its walk-in tub product lines. This was the single most consistent finding in the study. The official warranty states lifetime door-seal coverage for both premium acrylic and hi-gloss gelcoat models, subject to ownership and registration conditions [7]. Independent sources confirmed this coverage applies to all American Standard walk-in tub lines for the original owner [8].

Warranty Is Non-Transferable

Six of seven platforms explicitly identified non-transferability as a limitation. The warranty applies only to the original non-commercial owner and cannot be transferred to subsequent purchasers, with a narrow exception for contractor purchases on behalf of the first property owner [7]. Google added that moving the tub from its original installation site voids the entire warranty [14].

Authorized-Seller and Registration Requirements

Six platforms noted that warranty validity depends on purchasing through American Standard or an authorized seller and completing warranty registration. Claims from unauthorized sellers, including unauthorized internet sites, may be rejected [7]. Registration requires a form signed by both customer and installer submitted after installation [15]. Google specified that registration must be completed online or via telephone for the warranty to become effective [11].

Exclusions Are Consistent Across Sources

Five platforms documented the same core exclusions: normal wear and tear, normal maintenance, improper installation, modification, careless handling, certain installer or carrier damage, and acts of God [7]. The warranty also excludes removal of defective products, installation of replacements, and repair of adjoining components [7].

Premium Acrylic Coverage Exceeds Gelcoat Coverage

Four platforms confirmed the tiered warranty structure: premium acrylic models receive 15-year bathtub and 10-year component coverage, while gelcoat models receive 10-year bathtub and 5-year component coverage [7].

Where the AI Platforms Disagreed or Were Uncertain

Labor and Installation Coverage: The Central Conflict

The most significant disagreement concerns whether labor and installation are covered under the lifetime warranty. Google and anthropic reported that the Liberation Series, when purchased directly with certified installation, includes lifetime coverage on labor and installation [20]. However, openai could not verify the Liberation Series or Certified Installer Plan in current official materials, and anthropic noted conflicting information about whether non-Liberation standard models include labor coverage [23]. Deepseek stated the lifetime door-seal warranty may be parts-only, with labor coverage unclear [24]. The official warranty document does not state broad lifetime parts-and-labor coverage and expressly excludes removal and reinstallation costs [25].

Overall Fit Rating: Strong to Uncertain

Platform fit ratings ranged from strong to uncertain:

PlatformFit Rating
googlestrong
anthropicgood
deepseekgood
grokgood
openaimixed
kimiuncertain
perplexityuncertain

Google's strong rating depends entirely on purchasing the Liberation Series with direct certified installation. Without that specific configuration, google rated the retail warranty as limited [26]. Kimi and perplexity rated American Standard uncertain because they could not fully verify the warranty document or service-network claims [27].

Pricing Transparency

Platforms disagreed on pricing transparency. Anthropic described American Standard pricing as transparent with no hidden costs [22], while perplexity stated verified public pricing was unavailable [28]. Deepseek estimated installed pricing at $8,000-$15,000 or more [24], while anthropic cited a broader $5,000-$25,000 range [22]. Google noted retail tubs range from $5,700 to $14,800, with direct-sale models starting around $4,462 [29].

Service Network Reliability

Anthropic reported American Standard has the most extensive network of walk-in tub installers in the U.S. and Canada [30], but also documented customer complaints about difficulty scheduling warranty service and extended wait times [31]. Deepseek noted BBB complaints about warranty and service issues but said the company addresses most complaints [32]. No platform could independently verify response-time commitments.

Use-Case-Specific Features and Capabilities

Warranty Length by Model

Model TypeBathtubComponentsDoor Seal
Premium Acrylic15 years10 yearsLifetime
Gelcoat10 years5 yearsLifetime
Liberation (direct install)LifetimeLifetimeLifetime

Source: [33]

Door Seal Coverage

The lifetime door-seal warranty is the standout feature for this use case. Door seal failure is a documented risk—one independent source reported a seal failure at one year that flooded a bathroom, with the repair covered under warranty but requiring weeks for service [38]. The lifetime coverage directly addresses this failure point across all product lines [40].

Quick Drain Technology

American Standard's Quick Drain technology drains the tub in under two minutes versus 5-15 minutes for competitors [41]. This reduces the time the door seal is exposed to water pressure and may reduce secondary failure risk, though no platform established a direct causal link to warranty claims.

Product Features Relevant to Warranty Claims

The official Premium Series product page describes a watertight low-threshold door, built-in seat, safety grab bar, textured floor, and Minute Drain system [42]. The Liberation Series features up to 44 air and water jets and is available with heated seats [43]. These features may have separate component coverage periods that buyers should verify.

Pricing, Fees, Contracts, and Ongoing Costs

Known Costs

Pricing varies widely by model, seller, configuration, and installation. The official installation page states average customer project costs range from $10,000 to $25,000 [44]. Platform-reported pricing includes:

  • Basic/entry-level tubs: starting at $4,462-$4,845 (tub only) [45]
  • Gelcoat Value Series: $7,020-$10,544 [45]
  • Gelcoat Premium Series: up to $11,922 for larger combination models [45]
  • Premium acrylic models: $10,720-$13,198 [45]
  • Retail tubs: $5,700-$14,800 excluding installation [47]
  • Fully installed: $5,000-$25,000 [45]

One official Gelcoat Premium 60x30 inch soaking model displayed an $8,251 list price but was unavailable for direct website sale [48].

Fees and Contract Terms

  • Non-defect returns require approval and are subject to a 15% restocking fee plus original and return freight costs [49]
  • Original shipping fees are nonrefundable; a $100 freight fee applies to returns; made-to-order items are nonrefundable [45]
  • Financing: 12-month interest-free financing with minimum $10,000 purchase if paid in full within 12 months, subject to credit approval [45]
  • Google noted potential high-interest charges up to 17.99% APR on purchases over $10,000 if not paid in full within 12 months under third-party financing [47]
  • Installation typically completed in 1-2 days [51]
  • Free in-home consultation and quote process standard [45]

Ongoing Costs

The warranty excludes normal wear and tear and maintenance costs [49]. Homeowners may be responsible for removal, reinstallation, adjoining tile or wall-panel work, and other excluded costs after a warranty failure [49]. Taxes, site-specific plumbing or structural work, and other project-specific costs may apply [49].

Best Suited For

American Standard is best suited for:

  • Original homeowners who purchase through American Standard or an authorized seller and want lifetime door-seal protection [53]
  • Buyers selecting a premium acrylic model with the longer 15-year tub and 10-year component coverage [53]
  • Buyers who can use an authorized installer and verify local warranty-service availability before purchase [53]
  • Seniors planning to stay in their home who do not need a transferable warranty [57]
  • Buyers prioritizing brand reputation with strong consumer ratings: 4.7/5 on ConsumerAffairs (2,300+ reviews) and 4.5/5 on Trustpilot [58]
  • Buyers who want the Liberation Series with direct certified installation, which provides the most comprehensive lifetime coverage including labor and installation [60]

Probably Not Best Suited For

American Standard is probably not best suited for:

  • Homeowners who may sell the property and expect the warranty to transfer automatically—it is non-transferable [62]
  • Buyers seeking comprehensive lifetime parts-and-labor coverage on every component—lifetime coverage is limited to the door seal on standard models [64]
  • Buyers who want the manufacturer to pay for removal, reinstallation, tile, wall-panel, or other consequential repair costs—these are expressly excluded [62]
  • Budget-conscious buyers who prioritize the lowest entry cost—American Standard typically costs more than budget alternatives [65]
  • Buyers purchasing through retail channels (like Home Depot or Lowe's) who expect labor coverage—retail purchases carry 15-year shell/10-year component limits without labor coverage [66]
  • Buyers with urgent service needs in understaffed regions—some reports of difficulty scheduling warranty service appointments [68]
  • Buyers purchasing a second home or investment property where the non-transferable warranty creates liability [65]

When Another Option May Be Better

Consider another option when:

  • Transferability is critical. Kohler offers a lifetime limited warranty, though without labor/installation coverage [69]. Some competitors may allow warranty transfer for a fee; American Standard does not [70].
  • Lowest initial cost is the priority. Budget brands like AmeriGlide offer lower entry prices [69].
  • You need fully published, easy-to-verify lifetime parts-and-labor terms before purchase. Perplexity noted American Standard's terms require sales follow-up to fully verify [71].
  • You prefer purchasing through a local retail store or using a self-chosen plumber. This purchase path reduces American Standard's warranty coverage significantly [72].
  • You need bariatric or specialized sizing. American Standard has noted limited tub volume on some models [69].
  • You want contractual protection for removal, reinstallation, plumbing, tile, or other consequential costs. American Standard's warranty expressly excludes these [73].

Questions to Verify Before Buying

Before purchasing, verify the following with the authorized dealer or American Standard directly:

  1. Is the exact model premium acrylic, gelcoat, or another construction, and which warranty schedule applies? [74]
  2. Does the written quotation include parts and labor for the specific components—pumps, drains, controls, faucets, and electrical systems? [74]
  3. Who pays labor, travel, diagnosis, removal, reinstallation, plumbing, tile, and wall repairs after a warranty failure? [74]
  4. Is the warranty valid for this exact seller and installer, and is registration completed correctly? [74]
  5. Is the warranty transferable if the home is sold, and if not, is any service continuation available to the next owner? [74]
  6. Which authorized service provider serves your ZIP code, and what are typical response and repair times? [74]
  7. Are replacement parts expected to remain available for the full warranty period? [74]
  8. What maintenance items, seals, batteries, filters, pumps, or consumables are excluded as normal wear or maintenance? [74]
  9. Does the advertised Certified Installer Plan or any extended component warranty exist for the exact model, and can you receive its complete written terms before signing? [74]
  10. Does the lifetime door-seal warranty cover labor or only the replacement part? [77]
  11. What is the actual installed price, and what optional upgrades change warranty coverage? [78]
  12. Is the product provided by American Standard or Safety Tubs Company LLC (affiliated company), and does this affect warranty administration? [79]

Final AI Consensus Verdict

American Standard is a mixed-to-good fit for long-term warranty protection, not a strong universal recommendation. The consensus across platforms is that American Standard offers meaningful long-term protection through its lifetime door-seal warranty and extended premium acrylic coverage, but the protection is narrower than a full lifetime parts-and-labor promise.

The strongest case for American Standard exists only when the buyer selects the Liberation Series with direct certified installation, which reportedly provides lifetime coverage on the tub, fixtures, parts, labor, and installation [80]. However, this configuration could not be independently verified in current official materials by all platforms [83], creating a verification requirement before purchase.

For buyers purchasing standard retail models, the protection is tiered: 15 years on the shell, 10 years on components, and lifetime door-seal coverage, with labor excluded [84]. The non-transferable warranty, registration requirements, and exclusions for removal and reinstallation costs further limit the practical value for homeowners who may sell or who experience complex failures.

The brand's reputation is a supporting factor—4.7/5 on ConsumerAffairs and 4.5/5 on Trustpilot [85]—but independent evidence on warranty-claim response times and service outcomes is limited and includes some negative reports [87].

For buyers who can verify the exact model, use an authorized seller and installer, complete registration, and confirm local service availability, American Standard offers solid long-term protection focused on the most critical failure point. For buyers needing comprehensive, transferable, full-lifetime coverage, other options may be better suited.

For a broader comparison of walk-in tub manufacturers on warranty protection, see the full Long-Term Warranty Protection consensus index. You can also browse all evaluated brands in the walk in tubs category directory.

How This Review Was Produced

This review was produced by aggregating fit-research responses from seven AI platforms: anthropic, deepseek, google, grok, kimi, openai, and perplexity. Each platform evaluated American Standard against the use case of long-term warranty protection, using criteria including warranty length, parts and labor coverage, door seal coverage, service network availability, transferability, exclusions, customer support responsiveness, and brand reputation.

The research date for this study is 2026-08-12. Platform-reported research dates were 2026-08-12 for six platforms and 2026-04-09 for deepseek. The deepseek date discrepancy is disclosed as a methodology limitation.

Platform fit ratings were: google (strong), anthropic (good), deepseek (good), grok (good), openai (mixed), kimi (uncertain), and perplexity (uncertain). Platform mentions in the ranking stage were limited to four platforms: anthropic, google, kimi, and openai.

Methodology Limitations

  • Platform-reported dates differ. Deepseek reported a research date of 2026-04-09, while the authoritative run date is 2026-08-12. This discrepancy is disclosed and does not independently prove freshness.
  • The official warranty page is dated. The official Limited Warranty Walk-In Bath page is labeled effective July 1, 2020 [89]. Buyers should confirm the same terms apply to the exact 2026 model and sales channel.
  • The Liberation Series and Certified Installer Plan could not be verified by all platforms. Openai noted these were not independently verified in current official materials [89]. Kimi reported the warranty page was inaccessible during research [90].
  • Supplied URLs were collected from platform responses and were not independently validated by the writer stage.
  • No platform independently verified service-network maps, response-time commitments, or warranty-claim outcome data.
  • AI-platform agreement does not prove product quality. The consensus reflects what the platforms found in the supplied sources, not independent testing.
  • Pricing varies by dealer and region. No single authoritative price list exists, and some platforms reported conflicting price ranges.
  • The warranty document distinguishes between premium acrylic and gelcoat coverage. Buyers must confirm the exact material and model to determine applicable coverage.

Sources

Company-Owned Sources

  • Frequently Asked Questions About Walk-In Tubs | American Standard Walk-In Tubs: https://walkintubs.americanstandard-us.com/faqs/
  • Limited Warranty for Luxury Series Acrylic Tubs - American Standard: https://www.americanstandard-us.com/parts-support/warranty
  • Walk-In Bathtub Warranty Details (American Standard: https://www.americanstandard-us.com/walk-in-baths/faqs
  • Additional AI research evidence90 records
    1. AI research evidence record kimi:c1
    2. AI research evidence record openai:c1
    3. AI research evidence record anthropic:c2
    4. AI research evidence record google:1.1.1
    5. AI research evidence record openai:c3
    6. AI research evidence record anthropic:c3
    7. AI research evidence record openai:c1
    8. AI research evidence record anthropic:c4
    9. AI research evidence record deepseek:c1
    10. AI research evidence record grok:c1
    11. AI research evidence record google:1.1.1
    12. AI research evidence record anthropic:c6
    13. AI research evidence record deepseek:c2
    14. AI research evidence record google:1.1.9
    15. AI research evidence record anthropic:c10
    16. AI research evidence record anthropic:c11
    17. AI research evidence record anthropic:c2
    18. AI research evidence record anthropic:c3
    19. AI research evidence record google:1.2.5
    20. AI research evidence record google:2.1.1
    21. AI research evidence record google:2.1.4
    22. AI research evidence record anthropic:c1
    23. AI research evidence record anthropic:c7
    24. AI research evidence record deepseek:c1
    25. AI research evidence record openai:c1
    26. AI research evidence record google:1.1.1
    27. AI research evidence record kimi:c1
    28. AI research evidence record perplexity:c1
    29. AI research evidence record google:1.2.9
    30. AI research evidence record anthropic:c8
    31. AI research evidence record anthropic:c9
    32. AI research evidence record deepseek:c3
    33. AI research evidence record openai:c1
    34. AI research evidence record anthropic:c2
    35. AI research evidence record anthropic:c3
    36. AI research evidence record google:1.1.1
    37. AI research evidence record google:2.1.1
    38. AI research evidence record anthropic:c5
    39. AI research evidence record anthropic:c9
    40. AI research evidence record anthropic:c4
    41. AI research evidence record anthropic:c15
    42. AI research evidence record openai:c3
    43. AI research evidence record anthropic:c16
    44. AI research evidence record openai:c2
    45. AI research evidence record anthropic:c1
    46. AI research evidence record google:2.1.1
    47. AI research evidence record google:1.2.9
    48. AI research evidence record openai:c3
    49. AI research evidence record openai:c1
    50. AI research evidence record grok:c1
    51. AI research evidence record anthropic:c8
    52. AI research evidence record anthropic:c11
    53. AI research evidence record openai:c1
    54. AI research evidence record anthropic:c4
    55. AI research evidence record anthropic:c2
    56. AI research evidence record anthropic:c8
    57. AI research evidence record deepseek:c1
    58. AI research evidence record anthropic:c12
    59. AI research evidence record anthropic:c13
    60. AI research evidence record google:2.1.1
    61. AI research evidence record google:2.1.4
    62. AI research evidence record openai:c1
    63. AI research evidence record anthropic:c6
    64. AI research evidence record deepseek:c1
    65. AI research evidence record anthropic:c1
    66. AI research evidence record google:1.1.1
    67. AI research evidence record google:1.2.9
    68. AI research evidence record anthropic:c9
    69. AI research evidence record anthropic:c1
    70. AI research evidence record deepseek:c1
    71. AI research evidence record perplexity:c1
    72. AI research evidence record google:1.1.1
    73. AI research evidence record openai:c1
    74. AI research evidence record openai:c1
    75. AI research evidence record anthropic:c10
    76. AI research evidence record anthropic:c9
    77. AI research evidence record deepseek:c1
    78. AI research evidence record perplexity:c1
    79. AI research evidence record anthropic:c1
    80. AI research evidence record google:2.1.1
    81. AI research evidence record google:2.1.4
    82. AI research evidence record anthropic:c1
    83. AI research evidence record openai:c1
    84. AI research evidence record google:1.1.1
    85. AI research evidence record anthropic:c12
    86. AI research evidence record anthropic:c13
    87. AI research evidence record anthropic:c9
    88. AI research evidence record deepseek:c3
    89. AI research evidence record openai:c1
    90. AI research evidence record kimi:c1

Independent Sources

  • Walk-In Bath Warranty: Trusted Coverage Guide 2026: https://alphabaths.com/warranty/
  • American Standard | 2026 Reviews and Business Profile - Modernize: https://modernize.com/contractor/american-standard
  • American Standard Walk-in Baths Reviews (From First-hand Experiences: https://www.consumeraffairs.com/homeowners/american-standard-walk-in-baths.html
  • Best Walk-In Tubs of 2024 ConsumerAffairs: https://www.consumeraffairs.com/homeowners/walk-in-tubs.html
  • American Standard Walk-in Tub Review (2026: https://www.retirementliving.com/reviews/american-standard
  • American Standard Walk-In Tubs Review and Pricing in 2026 - SeniorLiving.org: https://www.seniorliving.org/walk-in-tubs/american-standard-review/
  • American Standard Walk-In Tubs Review and Pricing in 2026: https://www.seniorliving.org/walk-in-tubs/american-standard/
  • American Standard Walk-In Tub Reviews and Pricing (2026: https://www.theseniorlist.com/walk-in-bathtubs/american-standard/
  • American Standard Walk-In Tub Reviews and Pricing (2026) - The Senior List: https://www.theseniorlist.com/walk-in-tubs/american-standard-review/
  • American Standard vs Kohler: A Walk-In Tub Comparison - The Senior List: https://www.theseniorlist.com/walk-in-tubs/american-standard-vs-kohler/
  • Additional AI research evidence90 records
    1. AI research evidence record kimi:c1
    2. AI research evidence record openai:c1
    3. AI research evidence record anthropic:c2
    4. AI research evidence record google:1.1.1
    5. AI research evidence record openai:c3
    6. AI research evidence record anthropic:c3
    7. AI research evidence record openai:c1
    8. AI research evidence record anthropic:c4
    9. AI research evidence record deepseek:c1
    10. AI research evidence record grok:c1
    11. AI research evidence record google:1.1.1
    12. AI research evidence record anthropic:c6
    13. AI research evidence record deepseek:c2
    14. AI research evidence record google:1.1.9
    15. AI research evidence record anthropic:c10
    16. AI research evidence record anthropic:c11
    17. AI research evidence record anthropic:c2
    18. AI research evidence record anthropic:c3
    19. AI research evidence record google:1.2.5
    20. AI research evidence record google:2.1.1
    21. AI research evidence record google:2.1.4
    22. AI research evidence record anthropic:c1
    23. AI research evidence record anthropic:c7
    24. AI research evidence record deepseek:c1
    25. AI research evidence record openai:c1
    26. AI research evidence record google:1.1.1
    27. AI research evidence record kimi:c1
    28. AI research evidence record perplexity:c1
    29. AI research evidence record google:1.2.9
    30. AI research evidence record anthropic:c8
    31. AI research evidence record anthropic:c9
    32. AI research evidence record deepseek:c3
    33. AI research evidence record openai:c1
    34. AI research evidence record anthropic:c2
    35. AI research evidence record anthropic:c3
    36. AI research evidence record google:1.1.1
    37. AI research evidence record google:2.1.1
    38. AI research evidence record anthropic:c5
    39. AI research evidence record anthropic:c9
    40. AI research evidence record anthropic:c4
    41. AI research evidence record anthropic:c15
    42. AI research evidence record openai:c3
    43. AI research evidence record anthropic:c16
    44. AI research evidence record openai:c2
    45. AI research evidence record anthropic:c1
    46. AI research evidence record google:2.1.1
    47. AI research evidence record google:1.2.9
    48. AI research evidence record openai:c3
    49. AI research evidence record openai:c1
    50. AI research evidence record grok:c1
    51. AI research evidence record anthropic:c8
    52. AI research evidence record anthropic:c11
    53. AI research evidence record openai:c1
    54. AI research evidence record anthropic:c4
    55. AI research evidence record anthropic:c2
    56. AI research evidence record anthropic:c8
    57. AI research evidence record deepseek:c1
    58. AI research evidence record anthropic:c12
    59. AI research evidence record anthropic:c13
    60. AI research evidence record google:2.1.1
    61. AI research evidence record google:2.1.4
    62. AI research evidence record openai:c1
    63. AI research evidence record anthropic:c6
    64. AI research evidence record deepseek:c1
    65. AI research evidence record anthropic:c1
    66. AI research evidence record google:1.1.1
    67. AI research evidence record google:1.2.9
    68. AI research evidence record anthropic:c9
    69. AI research evidence record anthropic:c1
    70. AI research evidence record deepseek:c1
    71. AI research evidence record perplexity:c1
    72. AI research evidence record google:1.1.1
    73. AI research evidence record openai:c1
    74. AI research evidence record openai:c1
    75. AI research evidence record anthropic:c10
    76. AI research evidence record anthropic:c9
    77. AI research evidence record deepseek:c1
    78. AI research evidence record perplexity:c1
    79. AI research evidence record anthropic:c1
    80. AI research evidence record google:2.1.1
    81. AI research evidence record google:2.1.4
    82. AI research evidence record anthropic:c1
    83. AI research evidence record openai:c1
    84. AI research evidence record google:1.1.1
    85. AI research evidence record anthropic:c12
    86. AI research evidence record anthropic:c13
    87. AI research evidence record anthropic:c9
    88. AI research evidence record deepseek:c3
    89. AI research evidence record openai:c1
    90. AI research evidence record kimi:c1

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
19
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

12 independent · 7 company-owned

Evidence support

15 direct · 1 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 82f6669c783b6c764c4721957f473ff902a74e961adc413ea2a0d416a4927742