AI Consensus Fit Review

American Standard for Fast Bathroom Retrofit: AI Consensus Fit Review

American Standard is a good but not fully proven fit for a Fast Bathroom Retrofit.

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Answer Capsule

American Standard is a good but not fully proven fit for a Fast Bathroom Retrofit. Four of seven AI platforms named American Standard during the ranking stage, and fit ratings split across the spectrum: two platforms rated it "strong," three rated it "good," one rated it "mixed," and one rated it "uncertain." The strongest reason to consider American Standard is its Home Services end-to-end installation package paired with the Gelcoat Premium Series 30x52 walk-in tub, which the company claims can be installed in as little as one to two days with demolition, cleanup, permits, and professional installation included. The main limitation is verification: the referenced product was listed out of stock, installation timelines are not contractually guaranteed, pricing is opaque until an in-home consultation, and warranty terms conflict between official sources. Buyers should treat American Standard as a strong candidate only after confirming local stock, a written installation date, and the exact warranty applicable to their model.

Research Snapshot

MetricValue
Platform mentions in ranking stage4 of 7 platforms (deepseek, google, kimi, openai)
Share of included platform responses57.1% (4 of 7)
Average listed rank4.25
Best listed rank4
Relevant product/model/planGelcoat Premium Series 30x52 Walk-In Tub with Soaker System; Gelcoat Value Series 30x60; Home Services installation package
Overall use-case fitGood (with verification required)
Research date2026-08-13

Why American Standard Qualified for This Study

American Standard qualified for the Fast Bathroom Retrofit study because four of seven AI platforms named the company during the ranking stage for best walk-in tubs with quick installation. The platforms identified American Standard's Gelcoat Premium Series 30x52 and Gelcoat Value Series 30x60 models as relevant to the use case, with the company's Home Services installation program cited as the primary mechanism for fast, coordinated bathroom retrofits [1].

The company's qualification rested on several product attributes that align with the study's category criteria: a compact 30x52-inch footprint with an included extender kit for standard 60-inch alcoves, a patented Quick Drain system that requires no additional plumbing, and a stated installation timeline of one to two days through certified installers [1].

The Product, Model, Plan, or Service Most Relevant to Fast Bathroom Retrofit

The most relevant product for this use case is the American Standard Gelcoat Premium Series 30x52 Walk-In Tub with Soaker System, available in left-hand or right-hand drain configurations with faucet. This model is the one most frequently cited across platforms for its retrofit-oriented design [8].

Key specifications relevant to fast retrofit:

  • Dimensions: 30 x 52 inches, designed to fit smaller spaces with an included extender kit to retrofit into a standard-size bath space [8]
  • Quick Drain: Patented system that pumps water out in less than two minutes without requiring additional plumbing [8]
  • Drain opening: 1.5 inches [8]
  • Installation hardware: Not included with the product listing [8]
  • Warranty on product page: Lifetime door seal, 10-year tub shell, 5-year components [8]

A secondary option is the Gelcoat Value Series 30x60, which more directly matches a standard 60-inch tub footprint and is available with end-to-end Home Services installation [16].

The American Standard Home Services package is the installation arm most relevant to this use case. It includes a free in-home consultation with blueprint measurements, a detailed exact-price quote, demolition, disposal, cleanup, plumbing, waterproofing, permits, and professional installation [18].

What the AI Platforms Agreed About

Installation Timeline: Company Claims One to Two Days (Strong Agreement)

Five platforms cited American Standard's installation timeline claims. The company advertises installation in as little as two days, with removal and professional installation taking one to two days once scheduled [20]. One platform noted the company claims "most installations are completed in one day" [27]. However, all platforms characterized this as a company target rather than a guaranteed customer-specific completion date.

Same-Footprint Retrofit Capability: Extender Kit Is the Key Feature (Strong Agreement)

Five platforms cited the extender kit as the primary mechanism for same-footprint replacement. The 30x52-inch Premium Series includes a color-matched extender kit designed to retrofit into a standard-size bath space [28]. The Value Series outward-opening models also include a tub extender to retrofit spaces up to 60 inches [33]. One platform noted that a 52-inch tub does not match a standard 60-inch alcove without the extender, and actual compatibility depends on alcove dimensions, door orientation, drain location, and subfloor conditions [34].

Quick Drain Reduces Plumbing Complexity (Strong Agreement)

Four platforms cited the Quick Drain system as an advantage. The patented system requires no additional plumbing and drains the tub in less than two minutes [28]. One source described it as removing water up to eight times faster than normal drains without requiring extra plumbing lines [37]. However, the Quick Drain pump requires a GFCI-protected electrical hookup, which may require an electrician if not already present [38].

Home Services Provides Coordinated Installation (Strong Agreement)

Four platforms cited the Home Services package as a single point of coordination for measurement, quote, demolition, installation, plumbing, waterproofing, permits, cleanup, and post-installation inspection [20]. The package includes old tub removal and disposal [41].

Warranty Coverage Is Substantial but Model-Dependent (Strong Agreement)

Four platforms cited warranty terms. The Gelcoat Premium Series product page lists a lifetime warranty on the door seal, 10 years on the tub shell, and 5 years on components [28]. The Liberation line offers lifetime coverage on fixtures, parts, labor, and installation [44]. Direct-buy installation lines feature a lifetime warranty covering the tub, installation, and labor [45].

Where the AI Platforms Disagreed or Were Uncertain

Fit Rating Split: Strong vs. Good vs. Mixed vs. Uncertain

The seven platforms produced divergent fit ratings: google and deepseek rated American Standard "strong," openai, anthropic, and grok rated it "good," kimi rated it "mixed," and perplexity rated it "uncertain." This split reflects differing confidence in whether the company's claims could be verified from available evidence.

Warranty Terms Conflict Between Official Sources

The referenced Premium Series product page lists a 10-year tub-shell warranty and 5-year component warranty, while American Standard's general walk-in-bath warranty page states 15 years on the bathtub and 10 years on components [46]. A third source describes Gelcoat models as having a 10-year shell and 5-year components [48]. The written warranty applicable to the exact model and installation package should control, but buyers must verify which terms apply [46].

Installation Timeline: One Day vs. Two Days vs. Unverified

Company materials state installation can be completed in "as little as two days" [49] or "one to two days" [51]. One platform cited a company claim of "most installations are completed in one day" [53]. Perplexity could not verify any installation timeline from its checked source [54]. Kimi noted that American Standard does not market true "one-day" installation and that competitors like Bath Fitter, New Bath Fast, and Five Star Bath Solutions explicitly promote one-day tub-to-shower conversions [55].

Quick Drain Availability Across Product Lines

Whether Quick Drain is standard across all Gelcoat models is not consistently stated. One independent source noted that quick-drain technology and the 44-jet system are not offered with all units and that this is not immediately obvious in product descriptions [60]. Full installation is available on select American Standard walk-in tub products only [61].

Pricing Transparency: Ranges Vary Widely

Platforms reported significantly different pricing ranges. The referenced product page displayed a price of $5,742.10, reduced from a list price of $8,834.00, but was marked out of stock [46]. A Canadian listing showed a list price of $8,617.00 [62]. Independent sources reported tub-only costs ranging from $4,420 to $11,000 [63], starting at $4,462 [64], or $3,000 to $6,000 (deepseek, estimated). Installation costs were reported at $1,000 to $12,000+ [65] or $2,000 to $5,000 (deepseek, estimated). The Home Services typical project range is $10,000 to $25,000 [49].

Contractor Network Quality: Company Claims vs. Independent Evidence

American Standard claims the most extensive network of walk-in tub installers in the U.S. and Canada, with installers licensed and insured [67]. However, independent verification is limited. BBB reviews show mixed customer feedback with some complaints about installation workmanship and scheduling [69]. Some reviewers report difficulty getting repair appointments and multi-week repair delays despite warranty coverage [70]. The company's 4.7-out-of-5-star ConsumerAffairs rating is based on 2,300+ reviews [71].

Use-Case-Specific Features and Capabilities

Installation Timeline

American Standard advertises installation in as little as two days, with removal and professional installation taking one to two days once scheduled [72]. This is a company target, not a guaranteed customer-specific completion date. Kimi noted that walk-in tub installation typically requires 1-2 days minimum for replacement, with longer timelines if plumbing or electrical modifications are needed [79].

Same-Footprint Replacement Fit

The 30x52-inch Premium Series includes an extender kit for retrofit into standard-size bath spaces [81]. The Value Series 30x60 more directly matches a standard 60-inch tub footprint [83]. Actual compatibility depends on alcove dimensions, door orientation, drain location, access path, subfloor, and surrounding wall conditions [81].

Contractor Network Quality

American Standard says it matches customers with local certified and licensed experts and uses vetted and approved licensed technicians [72]. The company claims the most extensive network of walk-in tub installers in the U.S. and Canada [85]. Independent verification of network coverage, installer quality, and local performance for a specific ZIP code was not found [72].

Plumbing and Electrical Requirements

The Quick Drain system requires no additional plumbing and uses a 1.5-inch drain opening [81]. However, the Quick Drain pump requires a GFCI-protected electrical hookup [87]. The installation manual lists electrical requirements of 115V AC, 60 Hz, 15A [89]. Soaker models (non-jetted) have simpler requirements but still need proper drain alignment [79]. Installation hardware is not included with the product listing [81].

Permit Support

Home Services states that local construction permits are included in remodel packages [72]. The company states it "handles all local building permit requirements" [91]. The scope, jurisdictions covered, homeowner responsibilities, and treatment of electrical or unusual permits are not detailed [72].

Cleanup and Removal

The Home Services package states that demolition, disposal, cleanup, and removal crews are included [72]. The installation team removes and discards the old tub [92]. Customer reviews occasionally note incomplete cleanup, but company policy indicates it is standard practice [91].

Quote Transparency

American Standard advertises a free in-home consultation with blueprint measurements and a detailed exact-price quote with no hidden fees [72]. The company publishes a typical full bath or tub remodel range of $10,000 to $25,000 [72]. However, final pricing requires an in-home assessment and is not published online [94]. Some customers report pressure to purchase during the consultation [91].

Warranty Terms

The referenced Premium Series product page lists a lifetime warranty on the door seal, 10 years on the tub shell, and 5 years on components [81]. The general walk-in-bath warranty page states 15 years on the bathtub and 10 years on components [96]. The Liberation line offers lifetime coverage on fixtures, parts, labor, and installation [97]. Direct-buy installation lines feature a lifetime warranty covering the tub, installation, and labor [98]. Warranty is non-transferable to subsequent owners [99].

Pricing, Fees, Contracts, and Ongoing Costs

Known Costs

Cost ItemRangeSource
Referenced product page price$5,742.10 (list $8,834.00), out of stock[100]
Canadian list price (model C3052.109.SRW)$8,617.00[101]
Tub-only starting price~$4,462[102]
Tub-only range (independent)$4,420–$11,000[103]
Tub-only range (estimated)$3,000–$6,000deepseek (estimated)
Installation labor$1,000–$12,000+[104]
Installation labor (estimated)$2,000–$5,000deepseek (estimated)
Typical Home Services project$10,000–$25,000[105], [106]
GFCI circuit installation$500–$1,500 (if not existing)kimi (estimated)
Permits and inspections$100–$500deepseek (estimated)

Additional Fees

  • Return shipping and restocking: 15% restocking fee plus return freight costs; original shipping fees non-refundable [107]
  • Made-to-order models: Nonrefundable [108]
  • Electrical upgrades if the bathroom lacks a GFCI-protected outlet [109]
  • Permit fees vary by municipality [111]
  • Plumbing modifications if drain location is incompatible [111]
  • Removal and disposal of existing tub (often included in installation quote, but confirm) [112]

Contract and Cancellation Terms

  • A specific installation contract, cancellation policy, deposit policy, financing terms, and change-order rules were not publicly identified [105]
  • Returns must be requested within 30 days of receipt [107]
  • Financing is subject to third-party credit approval; 12-month 0% interest option requires full payment within 12 months or ~18% APR applies [113]
  • Cancellation terms vary by dealer and state regulations; no standardized national cancellation policy is published [111]

Pricing Confidence

Pricing confidence is low to moderate across platforms. American Standard does not publish list prices for most models, and quotes are custom per project [112]. The company frequently runs promotional financing, but specific terms require consultation [111].

Best Suited For

American Standard is best suited for homeowners who:

  • Want a managed, end-to-end installation rather than hiring separate trades [115]
  • Are replacing a standard bathtub in a relatively compatible alcove [117]
  • Prioritize rapid drainage, low-threshold entry, built-in seating, and reduced remodeling scope over the lowest total price [117]
  • Want an in-home consultation, blueprint measurements, and an all-inclusive project quote [115]
  • Value brand reputation and installer accountability over the lowest upfront price [119]
  • Can accommodate a 1-2 day installation window [120]
  • Want extended warranty coverage on labor and installation, particularly on the Liberation line [122]

Probably Not Best Suited For

American Standard is probably not best suited for:

  • Homeowners requiring a guaranteed installation date before receiving a local quote [123]
  • Bathrooms needing major structural changes, substantial electrical work, or relocation of plumbing [125]
  • Buyers seeking a readily available product-only tub at the listed online price [125]
  • Buyers who require independently verified contractor ratings or outcomes before purchase [123]
  • DIY-focused buyers looking for budget-friendly self-installation [126]
  • Buyers seeking immediate, flat-rate online pricing without completing an in-home assessment [127]
  • Homeowners needing guaranteed one-day completion [128]
  • Buyers wanting factory-direct installation with predictable quality [130]
  • Those seeking bath-to-shower conversion rather than tub replacement [131]
  • Buyers with bariatric size requirements needing a specialized extra-wide tub model [133]

When Another Option May Be Better

Consider another option when:

  • One-day completion is essential: Bath Fitter, New Bath Fast, or Five Star Bath Solutions offer true single-day acrylic overlay or conversion systems [134]
  • Bath-to-shower conversion is desired: These competitors specialize in tub-to-shower conversions with 40% more bathing space [136]
  • Minimal electrical work is preferred: Standard gravity drains or simple overlays avoid GFCI requirements [134]
  • Factory-employed installers are preferred: Bath Fitter uses factory-trained employees rather than third-party contractors [137]
  • Underlying water damage or rot is suspected: Full renovation is needed, not a cosmetic overlay or simple replacement [134]
  • Budget is under $5,000: A local independent contractor may be more cost-effective [138]
  • The buyer is in a rural or underserved area: American Standard's contractor network may be sparse [139]

Questions to Verify Before Buying

  1. Is the exact model, finish, faucet configuration, and drain orientation currently in stock and reserved for the project? [140]
  2. What is the earliest available installation date for your ZIP code, and is the date written into the contract? [141]
  3. Will the 30x52-inch unit fit the existing alcove without moving walls, supply lines, drain lines, or electrical circuits? [140]
  4. What are the exact electrical requirements for the selected model, and does the bathroom have a GFCI-protected outlet? [143]
  5. Does the quoted price include all required installation hardware, haul-away, subfloor repair, wall finishing, waterproofing, permits, inspections, and electrical work? [140]
  6. Which party obtains permits, schedules inspections, and pays for code-related corrections? [141]
  7. Who is the actual local installer, and can you verify license status, insurance, references, and recent walk-in-tub projects? [141]
  8. What cleanup standard is included, and are drywall, trim, flooring, and paint repairs included after demolition? [141]
  9. What written warranty applies to this exact model, the Quick Drain system, faucet, seal, labor, and any third-party installation work? [140]
  10. What are the deposit, financing, cancellation, refund, rescheduling, warranty-claim, and change-order terms? [141]
  11. What happens if measurements made during the consultation reveal that the tub cannot be installed as quoted? [141]
  12. Is full professional installation with tub removal included for your specific model, and does it qualify for the lifetime labor/installation warranty? [147]
  13. Does your model include Quick Drain technology, and if not, what are the additional plumbing requirements? [149]
  14. What is the total out-of-pocket cost including tub, installation, old tub removal, and any required plumbing/electrical work for your specific bathroom layout? [150]
  15. Is your area within the geographic service area for American Standard Home Services, and what is the installer's response time for warranty claims? [152]

Final AI Consensus Verdict

American Standard is a good fit for Fast Bathroom Retrofit when the homeowner uses the end-to-end Home Services package and the existing bathroom can accommodate the 30x52-inch tub with compatible drain and utility locations. The company offers a stated installation target of as little as two days, in-home measurements, a detailed quote, demolition, cleanup, plumbing, waterproofing, permits, and professional installation [153].

However, the fit is not fully proven. The referenced tub was listed out of stock, installation hardware is not included, actual scheduling and local contractor performance are not publicly specified, and warranty terms conflict between official sources [157]. The company's installation timeline and contractor quality claims are company-provided and were not independently validated for a specific location [153].

For a product-only purchase, the fit is mixed because the referenced unit was out of stock and the installation responsibilities and total installed cost are not fully transparent [157]. Buyers should downgrade confidence unless American Standard confirms local stock, a written installation date, utility requirements, complete scope, installer credentials, and the warranty applicable to the exact model.

The AI consensus is best summarized as: strong candidate, verify before committing. For the full comparison of walk-in tub providers for this use case, see the Fast Bathroom Retrofit consensus index. To compare American Standard against other walk-in tub brands, browse the walk in tubs category directory.

How This Review Was Produced

This review was produced by aggregating fit-research responses from seven AI platforms: openai, anthropic, deepseek, grok, perplexity, kimi, and google. Each platform evaluated American Standard against the Fast Bathroom Retrofit use case using category criteria including installation timeline, same-footprint replacement fit, contractor network quality, plumbing/electrical requirements, permit support, cleanup process, quote transparency, and warranty terms.

The research date for this study is 2026-08-13. Platform-reported research dates are provenance metadata and do not independently prove freshness. One platform (deepseek) reported a research date of 2026-04-04, which differs from the authoritative run date; this is disclosed as a methodology limitation.

The entity ranking statistics reflect that 4 of 7 platforms named American Standard during the ranking stage, with an average listed rank of 4.25 and a best listed rank of 4.

Methodology Limitations

  • Company-owned sources dominate: Company-owned citations materially outnumber independent citations (22 owned vs. 12 independent vs. 1 unclear). Company claims should not be treated as independently verified.
  • Platform-reported dates differ: One platform (deepseek) reported a research date of 2026-04-04, while the authoritative run date is 2026-08-13. Information may be stale.
  • URLs not independently validated: The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
  • Conflicting product information: Product names, pricing, and capabilities conflict across sources. This review describes the conflicts rather than resolving them by guessing.
  • No personal testing: This review does not reflect personal testing, customer experience, or independent verification of product performance.
  • AI agreement does not prove quality: Agreement among AI platforms indicates consistency in the supplied evidence, not independent proof of product quality.
  • Pricing confidence is low: American Standard does not publish list prices for most models, and quotes are custom per project. All pricing should be treated as estimates until a formal quote is obtained.

Sources

Company-Owned Sources

Independent Sources

  • One-Day Bathroom Remodel: What It Is, What It Costs, and Is It Worth It?: https://bathestimates.com/resources/articles/one-day-bathroom-remodel
  • American Standard Walk-in Baths Reviews (From First-hand Experiences: https://www.consumeraffairs.com/homeowners/american-standard-walk-in-baths.html
  • American Standard Walk-in Baths Reviews | Retirement Living: https://www.retirementliving.com/reviews/american-standard/2
  • 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/
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    31. AI research evidence record google:c3
    32. AI research evidence record google:c4
    33. AI research evidence record google:c5
    34. AI research evidence record deepseek:c1
    35. AI research evidence record anthropic:c7
    36. AI research evidence record grok:c2
    37. AI research evidence record google:c6
    38. AI research evidence record google:c2
    39. AI research evidence record deepseek:c5
    40. AI research evidence record kimi:c6
    41. AI research evidence record anthropic:c13
    42. AI research evidence record google:c9
    43. AI research evidence record anthropic:c11
    44. AI research evidence record anthropic:c12
    45. AI research evidence record google:c7
    46. AI research evidence record openai:c1
    47. AI research evidence record openai:c4
    48. AI research evidence record google:c9
    49. AI research evidence record openai:c2
    50. AI research evidence record anthropic:c1
    51. AI research evidence record anthropic:c2
    52. AI research evidence record grok:c1
    53. AI research evidence record deepseek:c2
    54. AI research evidence record perplexity:c1
    55. AI research evidence record kimi:c1
    56. AI research evidence record kimi:c2
    57. AI research evidence record kimi:c3
    58. AI research evidence record kimi:c4
    59. AI research evidence record kimi:c5
    60. AI research evidence record anthropic:c14
    61. AI research evidence record anthropic:c8
    62. AI research evidence record google:c4
    63. AI research evidence record anthropic:c15
    64. AI research evidence record google:c8
    65. AI research evidence record anthropic:c16
    66. AI research evidence record google:c10
    67. AI research evidence record anthropic:c3
    68. AI research evidence record anthropic:c4
    69. AI research evidence record deepseek:c4
    70. AI research evidence record anthropic:c19
    71. AI research evidence record anthropic:c20
    72. AI research evidence record openai:c2
    73. AI research evidence record openai:c3
    74. AI research evidence record anthropic:c1
    75. AI research evidence record anthropic:c2
    76. AI research evidence record grok:c1
    77. AI research evidence record google:c1
    78. AI research evidence record google:c10
    79. AI research evidence record kimi:c1
    80. AI research evidence record kimi:c2
    81. AI research evidence record openai:c1
    82. AI research evidence record anthropic:c5
    83. AI research evidence record deepseek:c3
    84. AI research evidence record anthropic:c4
    85. AI research evidence record anthropic:c3
    86. AI research evidence record anthropic:c7
    87. AI research evidence record google:c2
    88. AI research evidence record google:c3
    89. AI research evidence record deepseek:c5
    90. AI research evidence record kimi:c6
    91. AI research evidence record deepseek:c2
    92. AI research evidence record anthropic:c13
    93. AI research evidence record deepseek:c4
    94. AI research evidence record anthropic:c10
    95. AI research evidence record google:c9
    96. AI research evidence record openai:c4
    97. AI research evidence record anthropic:c12
    98. AI research evidence record google:c7
    99. AI research evidence record anthropic:c11
    100. AI research evidence record openai:c1
    101. AI research evidence record google:c4
    102. AI research evidence record google:c8
    103. AI research evidence record anthropic:c15
    104. AI research evidence record anthropic:c16
    105. AI research evidence record openai:c2
    106. AI research evidence record google:c10
    107. AI research evidence record anthropic:c17
    108. AI research evidence record anthropic:c18
    109. AI research evidence record google:c2
    110. AI research evidence record google:c3
    111. AI research evidence record kimi:c6
    112. AI research evidence record deepseek:c2
    113. AI research evidence record anthropic:c12
    114. AI research evidence record deepseek:c4
    115. AI research evidence record openai:c2
    116. AI research evidence record openai:c3
    117. AI research evidence record openai:c1
    118. AI research evidence record anthropic:c5
    119. AI research evidence record anthropic:c20
    120. AI research evidence record anthropic:c1
    121. AI research evidence record anthropic:c2
    122. AI research evidence record anthropic:c12
    123. AI research evidence record openai:c2
    124. AI research evidence record openai:c3
    125. AI research evidence record openai:c1
    126. AI research evidence record google:c8
    127. AI research evidence record anthropic:c10
    128. AI research evidence record kimi:c1
    129. AI research evidence record kimi:c2
    130. AI research evidence record kimi:c5
    131. AI research evidence record kimi:c3
    132. AI research evidence record kimi:c4
    133. AI research evidence record anthropic:c14
    134. AI research evidence record kimi:c2
    135. AI research evidence record kimi:c3
    136. AI research evidence record kimi:c4
    137. AI research evidence record kimi:c5
    138. AI research evidence record google:c8
    139. AI research evidence record anthropic:c3
    140. AI research evidence record openai:c1
    141. AI research evidence record openai:c2
    142. AI research evidence record openai:c3
    143. AI research evidence record google:c2
    144. AI research evidence record google:c3
    145. AI research evidence record deepseek:c5
    146. AI research evidence record openai:c4
    147. AI research evidence record anthropic:c8
    148. AI research evidence record anthropic:c12
    149. AI research evidence record anthropic:c14
    150. AI research evidence record anthropic:c15
    151. AI research evidence record anthropic:c16
    152. AI research evidence record anthropic:c19
    153. AI research evidence record openai:c2
    154. AI research evidence record openai:c3
    155. AI research evidence record google:c1
    156. AI research evidence record google:c10
    157. AI research evidence record openai:c1
    158. AI research evidence record openai:c4

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

Study date
Aug 13, 2026
Platforms analyzed
7
Source records
35
Ranking mentions
4 of 7
Platform share
57%
Final consensus rank
#3

Research trail and source mix

Platforms

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

Source mix

12 independent · 22 company-owned · 1 unclear

Evidence support

33 direct · 2 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 2624336874fb0898e371ad71f99b4ad1daa707024a193046eab0f133bea24e04