Answer Capsule
Kohler is a good fit for multi-generational households and seniors seeking a walk-in tub that also functions as a shower. Five of seven AI platforms named Kohler during the ranking stage, with an average listed rank of 1.6 and a best rank of 1 (openai, google, perplexity). The strongest reason to consider Kohler is its approximately 3-inch step-in threshold combined with an optional Shower Package featuring a gooseneck shower arm and frameless glass bath screen, enabling both seated soaking and standing shower use in a standard tub footprint. The main limitation is the lack of transparent pricing—Kohler requires an in-home consultation and custom quote—plus unresolved questions about whether a handheld showerhead is included and conflicting publicly described dimensions.
Research Snapshot
| Metric | Value |
|---|---|
| Platform mentions in ranking stage | 5 of 7 platforms (anthropic, deepseek, google, openai, perplexity) |
| Share of included platform responses | 71.4% |
| Average listed rank | 1.6 |
| Best listed rank | 1 (google, openai, perplexity) |
| Relevant product/model/plan | KOHLER Walk-In Bath with optional Shower Package (gooseneck shower arm + frameless bath screen) |
| Overall use-case fit | Good (4 platforms), Strong (3 platforms), Uncertain (1 platform) |
| Research date | 2026-08-12 |
Why Kohler Qualified for This Study
Kohler qualified because five of seven AI platforms named it during the ranking stage for best walk-in tub and shower combinations. The platforms that named Kohler were anthropic (rank 2), deepseek (rank 3), google (rank 1), openai (rank 1), and perplexity (rank 1). Two platforms (grok and kimi) evaluated Kohler's fit but did not name it during ranking discovery.
The relevant product is the KOHLER Walk-In Bath with optional Shower Package, which combines a low-threshold accessible soaking tub with a gooseneck shower arm and frameless glass bath screen for standing shower use [1].
The Product, Model, Plan, or Service Most Relevant to Dual Bathing & Showering Combos
The product most relevant to this use case is the KOHLER Walk-In Bath with Shower Package. This configuration includes:
- A walk-in bath with approximately 3-inch step-in threshold [7]
- An extra-wide integrated seat with heated backrest option [11]
- A gooseneck shower arm available in regular (10 11/16" L) or extended (19 5/16" L) sizes [14]
- A clear, frameless KOHLER Bath Screen that pivots independently of the door [15]
- Three showerhead spray settings (wide coverage, massage, aerated) [16]
- A specialized handshower with three spray settings [17]
- Customizable sizing from 52 to 60 inches long and 28 to 32 inches wide [18]
Kohler states the bath is generally designed to fit a traditional tub footprint, commonly about 60 inches long by 30 to 32 inches wide [11].
What the AI Platforms Agreed About
Strong agreement: Low step-in height is a key advantage
All platforms that assessed step-in height agreed that Kohler's approximately 3-inch threshold is a significant accessibility feature. OpenAI described it as "a strong accessibility feature for users who have difficulty stepping over conventional tubs" [20]. Anthropic called it "one of lowest on market" and "industry-leading" [22]. Google stated it "represents the lowest step-in height of any walk-in bath in the industry" [24]. Grok noted it as "one of the lowest available" [26].
Strong agreement: Dual bathing functionality is directly addressed
Four platforms (anthropic, google, openai, perplexity) agreed that the Shower Package directly addresses the dual bathing and showering use case. Anthropic stated the package "directly meets dual-use requirement" with the gooseneck shower arm allowing standing showers while maintaining the seated bath option [27]. Perplexity confirmed the walk-in bath "can be configured as a tub-and-shower combo with an optional Shower Package" [29].
Strong agreement: Frameless glass screen is a design advantage
Four platforms noted the frameless KOHLER Bath Screen as an advantage over shower curtains. OpenAI described it as "a cleaner alternative to a shower curtain" [32]. Anthropic noted it "pivots independently" and is "designed to contain water and prevent spillage" [34]. Google highlighted that it "visually opens up the space and pivots smoothly" [36].
Majority agreement: Pricing is quote-based and not transparent
Five platforms (openai, anthropic, grok, perplexity, kimi) flagged the lack of transparent pricing as a limitation. OpenAI noted "KOHLER does not publish a fixed online or telephone price" [32]. Anthropic stated "No online pricing; custom quotes required during in-home appointment" [38]. Grok confirmed "Pricing requires in-home quote; not transparently listed online" [41].
Majority agreement: Shower Package cannot be retrofitted
Three platforms (anthropic, perplexity, openai) noted that the Shower Package cannot be added to an already-installed walk-in bath. Anthropic cited Kohler's FAQ stating retrofit is not possible "due to extensive plumbing and electrical work" [42]. Perplexity confirmed "walk-in baths already installed cannot be retrofitted with the Shower Package" [31].
Where the AI Platforms Disagreed or Were Uncertain
Fit rating disagreement
Platforms split on fit rating: anthropic, openai, and perplexity rated Kohler "good"; deepseek, google, and grok rated it "strong"; kimi rated it "uncertain." The "uncertain" rating from kimi reflects the lack of publicly verifiable technical specifications, particularly for step-in height, seating ergonomics, and showerhead versatility [43].
Handheld showerhead inclusion is unresolved
OpenAI stated "the reviewed sources do not clearly establish whether a handheld shower is included or available" [44]. Anthropic's sources describe a "specialized handshower with three soothing spray settings" [46] but also note "Sources refer to 'gooseneck shower arm' but do not clarify if this is fixed showerhead or handheld" [47]. Grok's sources state the package "Includes multi-function hand shower with three spray settings" [49]. This conflict should be verified with a dealer before purchase.
Dimension conflict
OpenAI flagged a conflict: "The supplied ranking-stage description references a 60-inch by 32-inch model, while KOHLER's reviewed FAQ describes the standard walk-in bath as 54 by 38 by 40 inches" [50]. Anthropic's sources describe customization from 52 to 60 inches long and 28 to 32 inches wide [51]. The exact model dimensions require verification.
Water containment performance lacks independent data
Four platforms (openai, anthropic, deepseek, perplexity) noted the absence of independent testing for water containment. OpenAI stated "the reviewed sources do not provide independent testing, leakage rates, splash-containment measurements, or a performance guarantee for shower use" [45]. Anthropic noted "no quantified spillage performance data or independent water containment testing provided" [52].
Pricing ranges conflict across sources
Anthropic cited installed costs of $4,000-$12,000 average and up to $25,000 with premium features [54]. Grok cited tub-only pricing of $2,000-$20,000 and installed totals of $8,000-$25,000+ [56]. Perplexity cited a broader range of $5,500-$33,000+ installed [57]. These ranges are not directly comparable and should be treated as estimates, not quotes.
Use-Case-Specific Features and Capabilities
Showerhead versatility
The Shower Package includes a gooseneck shower arm available in regular or extended sizes, with three showerhead style options [58]. Three spray settings are documented: wide coverage, massage, and aerated [60]. A specialized handshower with three spray settings is described in some sources [61], but whether this is included in the standard package is unclear [63].
Glass enclosure design
The frameless KOHLER Bath Screen is fixed to the bath wall, pivots independently of the door, and is designed not to increase the overall bath footprint [64]. It is described as a modern replacement for a shower curtain [66].
Water containment efficiency
Kohler describes a watertight door seal and a fixed bath screen supporting basic containment [64]. Google states the screen is "specifically engineered to contain splashes and water spray within the tub boundaries during active standing showers" [59]. However, no independent testing or quantified leakage rates are available [64].
Step-in height
The approximately 3-inch threshold is the most consistently cited advantage [67]. Kohler also describes an ultra-low step-in and wide door [70].
Seating ergonomics
The extra-wide, extra-deep integrated seat is designed for a reclining position with controls reachable while seated [63]. The seat is described as 21.5 inches wide with a heated backrest option [75]. Kohler states the standard model is designed for approximately 95% of people from 5 feet 0 inches to 6 feet 2 inches, but no bariatric model is offered [67].
Equipment price
No fixed equipment price is publicly available. Kohler directs buyers to a free design consultation and custom quote [63]. An official page advertises 50% off installation and no interest for 12 months, but eligibility, financing provider, expiration, and required purchase amount are not established [63].
Pricing, Fees, Contracts, and Ongoing Costs
Known cost ranges (platform-reported, not independently verified)
| Cost item | Range | Source |
|---|---|---|
| Tub only | $2,000-$20,000 | [77], [78] |
| Average installed | $4,000-$12,000 | [79] |
| Premium installed | up to $25,000+ | [79], [80] |
| Installation | $2,500-$8,000 | [78], [81] |
| Accessories | $1,000-$5,000 | [78], [81] |
| Water heater upgrade (if needed) | $1,500-$5,000 | [82] |
| LuxStone bath walls | $300-$2,000 | anthropic (platform-reported) |
| Old tub removal | $250-$700 | anthropic (platform-reported) |
Pricing confidence
Pricing confidence is low to moderate across platforms. OpenAI rated confidence "low" [83]. Anthropic rated "moderate" [79]. Grok rated "moderate" [78]. Perplexity rated "low" [81]. Kimi rated "low" [84].
Contract and cancellation terms
- Quote locked for 90 days once provided (anthropic, platform-reported)
- No early termination or cancellation terms disclosed (anthropic, platform-reported)
- Shower Package must be ordered with initial installation; cannot be retrofitted [85]
- Installation typically scheduled 2-3 weeks post-quote (anthropic, platform-reported)
- Financing through GreenSky available for qualified buyers, including one-year no-interest period [87]
- Price guarantee often 1 year (grok, platform-reported)
Warranty
- Limited lifetime warranty on the tub itself [88]
- One-year limited warranty on all other parts [88]
- Installation and labor explicitly not covered [88]
- Warranty excludes improper installation, improper care and cleaning, and covers only normal residential use [89]
- Google's sources describe a "Lifetime Limited Warranty covering manufacturing defects and installation workmanship" (google, platform-reported), which conflicts with anthropic's finding that labor is excluded
Best Suited For
Based on the platform responses, Kohler is best suited for:
- Multi-generational households replacing a conventional 60-inch bathtub footprint where some users need a safe seated soak and others prefer a standing shower (openai, anthropic, google, grok, perplexity)
- Seniors prioritizing a very low step-in (approximately 3 inches) and built-in seated bathing [91]
- Buyers wanting a permanent tub-and-shower hybrid rather than separate fixtures (openai, anthropic, perplexity)
- Households that value a finished frameless screen over a shower curtain [95]
- Buyers with adequate budgets of $7,000-$25,000 installed who value brand reputation and professional installation [99]
Probably Not Best Suited For
- Buyers who specifically require a confirmed handheld showerhead with adjustable slide-bar positioning, since handheld inclusion is not clearly verified [101]
- Bariatric users or users outside the stated standard-bath dimensions; no bariatric model is offered [103]
- Buyers seeking an itemized, publicly posted equipment price before a sales consultation [101]
- Budget-conscious buyers; installed costs of $7,000-$25,000 are premium versus competitors like Safe Step at $5,000-$12,000 [105]
- Households needing retrofit capability; the Shower Package cannot be added after installation [107]
- Wheelchair users; Kohler does not offer wheelchair-accessible models (anthropic, platform-reported)
- DIY installers; Kohler requires certified professional installation (google, platform-reported)
When Another Option May Be Better
- When handheld shower versatility with documented spray settings is mandatory: Delta's In2ition and HydroRain lines and Moen's Verso offer explicitly documented two-in-one showerhead/handheld designs with multiple spray settings, magnetic docking, and pause features [109].
- When budget is $5,000 or less installed: Safe Step tubs range $5,000-$12,000 with similar dual-function options (anthropic, platform-reported).
- When Arthritis Foundation certification is required: Safe Step carries this certification; Kohler does not [115].
- When transparent upfront pricing is needed: Consider brands with published MSRP rather than quote-based sales [116].
- When two users need to bathe or shower simultaneously: A conventional low-threshold shower plus separate accessible soaking tub may be better (openai, platform-reported).
- When wheelchair accessibility is required: Kohler does not offer wheelchair-accessible models (anthropic, platform-reported).
Questions to Verify Before Buying
- What is the exact model number, finished size, interior seat dimensions, water depth, and door-swing configuration? (openai, platform-reported)
- Does the quoted Shower Package include a handheld showerhead, flexible hose, wall bracket, or adjustable slide bar? [118]
- Can the shower controls and showerhead be reached and operated while seated? (openai, platform-reported)
- What is the actual shower-screen height, width, glass thickness, swing or slide configuration, and splash-containment design? (openai, platform-reported)
- What testing or warranty coverage applies to door, screen, seals, and leakage? (openai, platform-reported)
- What is the measured fill time and drain time for the quoted configuration? (openai, platform-reported)
- What is included in the installed quote, including demolition, disposal, plumbing changes, electrical work, permits, wall repairs, trim, and cleanup? (openai, perplexity, platform-reported)
- What are the financing, promotional, cancellation, change-order, deposit, and warranty terms? (openai, platform-reported)
- Does your home's water heater capacity require upgrade? Kohler recommends a 50-gallon tank; upgrades cost $1,500-$5,000 [120].
- Can you commit to the Shower Package now? It cannot be added after installation [121].
- Does the gooseneck shower arm spray pattern fully cover standing shower use? Request a demonstration or detailed specifications (anthropic, platform-reported).
- What are the exact warranty exclusions for your region? Verify what components and repairs are covered, especially pump/motor labor [123].
Final AI Consensus Verdict
Kohler is a good, but not unequivocally strong, fit for Dual Bathing & Showering Combos. The KOHLER Walk-In Bath with Shower Package offers a well-aligned accessible tub platform with a low threshold, integrated seat, handrails, and an optional frameless-screen shower package. The strongest verified advantages are the approximately 3-inch step-in, the integrated seated bathing position, and the dual-function design that fits a standard tub footprint.
The main decision risks are:
- Unclear handheld-shower capability — sources conflict on whether a handheld showerhead is included [126]
- Conflicting publicly described dimensions — 60" x 32" vs. 54" x 38" x 40" [130]
- Lack of transparent pricing — quote-based sales process with no fixed public MSRP [126]
- No independent evidence on shower containment and drain performance [127]
- Shower Package cannot be retrofitted — requires upfront commitment [135]
For the consensus index on the best walk-in tub and shower combinations, see our Dual Bathing & Showering Combos report.
For comparisons across all walk-in tub categories, visit the walk in tubs 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, perplexity), each of which evaluated Kohler against six category criteria: showerhead versatility, glass enclosure design, water containment efficiency, step-in height, seating ergonomics, and equipment price. The research date for this study is 2026-08-12. Platform-reported research dates of 2026-08-21 are provenance metadata and do not independently prove freshness.
Each platform's response included citations to source materials. Company-owned sources (Kohler's official pages) materially outnumber independent sources (24 owned vs. 8 independent). Company claims are labeled as such and should not be treated as independently verified.
Methodology Limitations
- Company-owned citation bias: Company-owned citations materially outnumber independent citations. Kohler's marketing claims about "widest door," "one of the lowest step-ins," and water containment should not be treated as independently verified comparative findings [137].
- Platform-reported dates differ from the authoritative run date: All platforms reported research dates of 2026-08-21, while the authoritative run research date is 2026-08-12. This discrepancy is a methodology limitation.
- URLs not independently validated: The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
- No personal testing: This review does not include personal testing, customer experience verification, or independent performance measurement.
- Conflicting product names: Public pages vary between "Walk-In Bath," "Shower Package," "Bath Screen," and "walk-in tub-shower combo"; the underlying configuration appears consistent but SKU-level mapping is unclear [139].
- AI-platform agreement does not prove product quality: Agreement among platforms reflects consistency in evaluating available sources, not independent verification of product performance.
- Official-site retrieval failed for one or more mentions: No failed fetch was used as a verified domain key.
Sources
Company-Owned Sources
- Reveal by KOHLER FAQs: KOHLER Walk-In Bath & LuxStone Shower: https://reveal.kohler.com/en/about/faq
- KOHLER Walk-In Bath Expert Bath Remodels: https://reveal.kohler.com/en/walk-in-bath
- KOHLER Walk-In Bath Features: https://reveal.kohler.com/en/walk-in-bath/features
- Shower Package | KOHLER Walk-In Bath: https://reveal.kohler.com/en/walk-in-bath/features/comfort/bath-shower-package
- KOHLER Walk-In Bath | Safety Features: https://reveal.kohler.com/en/walk-in-bath/features/safety
- KOHLER Walk-In Tub Safety Low Step-In: https://reveal.kohler.com/en/walk-in-bath/features/safety/low-step-in
- PivotPro 3-in-1 Combination Shower in Matte Black 58600-BL: https://www.deltafaucet.com/bathroom/product/58600-BL.html
- In2ition® 7-Setting Two-in-One Shower in Chrome 75687 | Delta Faucet: https://www.deltafaucet.com/bathroom/product/75687.html
- HydroRain 4-Setting Two-in-One Shower Head in Chrome 75699: https://www.deltafaucet.com/bathroom/product/75699.html
- KOHLER Walk-In Bath: https://www.kohler.com/en/products/walk-in-bath
- Introducing Our New Shower Package - Kohler Walk-In Bath: https://www.kohlerwalkinbath.com/blog/introducing-new-shower-package/
- What Are the Pros and Cons of Getting a Tub Shower Combo? - KOHLER Walk-In Bath: https://www.kohlerwalkinbath.com/blog/what-are-the-pros-and-cons-of-getting-a-tub-shower-combo
- Shower Package | Gooseneck Shower Arm & Bath Screen | KOHLER Walk-In Bath: https://www.kohlerwalkinbath.com/features/comfort/shower-package/
- Walk-In Tub & Shower Combo | KOHLER Walk-In Bath: https://www.kohlerwalkinbath.com/features/comfort/tub-shower-combo/
- Walk In Tub Dimensions | Bathtub Specifications | KOHLER Walk-In Bath: https://www.kohlerwalkinbath.com/features/dimensions/
- Walk In Tub Features | Extra-Wide Door | KOHLER Walk-In Bath: https://www.kohlerwalkinbath.com/features/safety/extra-wide-door/
- KOHLER® Walk-in Bath Lifetime Limited Warranty: https://www.kohlerwalkinbath.com/library/pdf/KWIB-Warranty.pdf
- How Much Does a Walk In Tub Cost? | KOHLER Walk-In Bath: https://www.kohlerwalkinbath.com/price-cost/
- KOHLER Walk-In Bath FAQs | Frequently Asked Questions: https://www.kohlerwalkinbath.com/resources/faqs/
- Shower Package | Gooseneck Shower Arm & Bath Screen - KOHLER Walk-In Bath: https://www.kohlerwalkinbath.com/walk-in-bath/features/shower-package
- 2025 Industry Pricing Walk-In Tub Cost - KOHLER Walk-In Bath: https://www.kohlerwalkinbath.com/walk-in-bath/price
- Walk-In Tub Dimensions | Bathtub Specifications - KOHLER Walk-In Bath: https://www.kohlerwalkinbath.com/walk-in-bath/specs
- Moen | Verso Combination Shower with Infiniti Dial in Spot Resist Brushed Nickel: https://www.moen.com/products/220C2EPSRN
Additional AI research evidence141 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record anthropic:c8
- AI research evidence record google:c3
- AI research evidence record openai:c1
- AI research evidence record grok:c3
- AI research evidence record google:c5
- AI research evidence record google:c1
- AI research evidence record anthropic:c6
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c15
- AI research evidence record openai:c5
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- AI research evidence record google:c3
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- AI research evidence record grok:c2
- AI research evidence record anthropic:c1
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- AI research evidence record perplexity:c1
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- AI research evidence record openai:c1
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- AI research evidence record anthropic:c6
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- AI research evidence record grok:c4
- AI research evidence record anthropic:c17
- AI research evidence record kimi:c1
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- AI research evidence record anthropic:c21
- AI research evidence record openai:c1
- AI research evidence record kimi:c1
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- AI research evidence record perplexity:c3
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- AI research evidence record google:c3
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- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c17
- AI research evidence record perplexity:c3
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
- AI research evidence record kimi:c2
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- AI research evidence record google:c4
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- AI research evidence record perplexity:c12
Independent Sources
- Kohler Walk-In Tubs Review: Are They Worth the Price? - Bathroom Xpert: https://bathroomxpert.com/kohler-walk-in-tubs-review/
- How Much Does a Walk-in Tub Cost? (2026: https://homeguide.com/costs/walk-in-tub-cost
- Kohler Walk-In Tub Review: 2026 Costs, Types & Top Features - Modernize: https://modernize.com/bathroom/walk-in-tubs/kohler
- Kohler Walk-In Tub Review: 2026 Costs, Types & Top Features: https://modernize.com/walk-in-tubs/best-walk-in-tubs/kohler
- Kohler Walk-In Tub Costs in 2025: https://walkintubsguide.net/kohler-walk-in-bath-cost/
- Kohler Walk-In Tubs Review – Forbes Health: https://www.forbes.com/health/accessibility/kohler-walk-in-tub-review/
- Comparing Safe Step and Kohler Walk-in Tubs: https://www.seniorliving.org/walk-in-tubs/safe-step-vs-kohler/
- Kohler Walk-In Tub Review and Pricing in 2026: https://www.theseniorlist.com/walk-in-bathtubs/kohler/
Additional AI research evidence141 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c3
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- AI research evidence record anthropic:c8
- AI research evidence record google:c3
- AI research evidence record openai:c1
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- AI research evidence record google:c5
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- AI research evidence record anthropic:c6
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- AI research evidence record openai:c5
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- AI research evidence record google:c3
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- AI research evidence record anthropic:c1
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- AI research evidence record perplexity:c1
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- AI research evidence record openai:c1
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- AI research evidence record anthropic:c6
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- AI research evidence record google:c1
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- AI research evidence record grok:c4
- AI research evidence record anthropic:c17
- AI research evidence record kimi:c1
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- AI research evidence record anthropic:c4
- AI research evidence record google:c1
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c5
- AI research evidence record grok:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c6
- AI research evidence record anthropic:c7
- AI research evidence record openai:c3
- AI research evidence record google:c2
- AI research evidence record perplexity:c2
- AI research evidence record openai:c4
- AI research evidence record anthropic:c8
- AI research evidence record google:c3
- AI research evidence record grok:c2
- AI research evidence record anthropic:c9
- AI research evidence record grok:c3
- AI research evidence record google:c5
- AI research evidence record anthropic:c14
- AI research evidence record grok:c4
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c13
- AI research evidence record perplexity:c4
- AI research evidence record anthropic:c21
- AI research evidence record openai:c1
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c17
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:c24
- AI research evidence record anthropic:c18
- AI research evidence record anthropic:c20
- AI research evidence record anthropic:c19
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record anthropic:c8
- AI research evidence record google:c3
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c6
- AI research evidence record google:c1
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c13
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c17
- AI research evidence record perplexity:c3
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
- AI research evidence record kimi:c2
- AI research evidence record kimi:c3
- AI research evidence record kimi:c4
- AI research evidence record kimi:c5
- AI research evidence record google:c4
- AI research evidence record openai:c1
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c21
- AI research evidence record anthropic:c17
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:c18
- AI research evidence record anthropic:c19
- AI research evidence record anthropic:c20
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c5
- AI research evidence record grok:c1
- AI research evidence record openai:c3
- AI research evidence record anthropic:c15
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c6
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:c17
- AI research evidence record perplexity:c3
- AI research evidence record openai:c3
- AI research evidence record anthropic:c8
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c12
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
- 32
- Ranking mentions
- 5 of 7
- Platform share
- 71%
- Final consensus rank
- #2
Research trail and source mix
Platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
8 independent · 24 company-owned
Evidence support
29 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 9ec31922792459bb2041f6547de6a5eee975dca0dda6770181f6f64f1da4cf1c
