Answer Capsule
The American Tubs 3054 Walk-In Tub is a good fit for many ambulatory seniors with Arthritis, but it comes with meaningful verification requirements. Two of the six platforms that evaluated fit named the 3054 during the ranking stage, where it averaged rank 5.5 and peaked at rank 4. Its strongest arthritis-relevant advantage is a combination of a 6-inch entry threshold, a 17-inch ADA-compliant contoured seat, multiple grab bars, a textured non-slip floor, and optional hydro massage, air massage, and heated seat/backrest [1]. The main limitation is that the 3054 is not a wheelchair-transfer or level-entry tub, lever-style controls and door operating force are unverified, and no current installed price is published [3].
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 2 of 6 platforms (google, perplexity) |
| Share of included platform responses | 33.3% |
| Average listed rank | 5.5 |
| Best listed rank | 4 (perplexity) |
| Relevant product/model/plan | American Tubs 3054 CARE Series, configured with hydro massage or air massage and optional heated seat and backrest |
| Overall use-case fit | Good, with verification requirements (openai, google, grok rated good; perplexity mixed; deepseek and kimi uncertain) |
| Research date | 2026-09-27 |
Why American Tubs 3054 Walk-In Tub Qualified for This Study
Questions This Section Answers
- Is American Tubs 3054 Walk-In Tub a good choice for Arthritis-Friendly Bathing?
- Why did only two of six AI platforms name American Tubs 3054 Walk-In Tub in the ranking stage?
The 3054 qualified because it was named by two of the six platforms that evaluated fit, and because its published specifications map directly onto the arthritis-friendly bathing criteria used in this study. Google listed it at rank 7 and perplexity at rank 4, producing an average listed rank of 5.5 and a best listed rank of 4. Its platform share was 33.3% of included platform responses.
Qualification was not unanimous. Four platforms — openai, deepseek, grok, and kimi — evaluated the entity's fit without naming it during ranking discovery, so their fit ratings still count toward the consensus but not toward the mention count. The 3054's qualifying evidence is concentrated in company-owned documentation: the official 3054 CARE Series sheet, an older 3054 product sheet, the American Tubs features page, and the warranty page [5]. Independent corroboration is thinner and comes mainly from a third-party product PDF and reseller or review pages [9].
This report evaluates the American Tubs 3054 Walk-In Tub only for arthritis-friendly bathing. It is not a broad review of American Tubs as a company, and it does not cover the company's other models except where a platform explicitly raised them as alternatives.
The Product, Model, Plan, or Service Most Relevant to Arthritis-Friendly Bathing
Questions This Section Answers
- Which American Tubs 3054 Walk-In Tub configuration should a buyer with arthritis choose if they need hydro massage, air massage, and a heated seat?
- Does the American Tubs 3054 Walk-In Tub include a heated seat and backrest as standard equipment?
The relevant configuration is the American Tubs 3054 CARE Series, built with hydro massage or air massage and an optional heated seat and backrest [12]. This is the configuration the ranking stage recommended, and it is the configuration every platform's fit assessment describes.
The 3054 is a compact walk-in tub listed at approximately 29.5 inches wide by 54 inches long by 38 inches high, with a 6-inch door threshold, a 17-inch-high ADA-compliant contoured seat, an interior safety grab bar, a deck-mounted U-shaped grab bar, a textured non-slip floor, and an inward-swinging door with an ergonomic curved handle [12]. An older official product sheet describes pneumatic push controls for the massage systems and lists different overall dimensions [14].
Therapy hardware is optional, not standard. The 3054 is offered with a 10-jet hydro massage system and a 20-jet air massage system, and a heated seat and backrest are listed as optional accessories rather than confirmed base equipment [12]. Google's assessment also describes a MicroBubble skin-cleansing system and leg massage as available therapeutic add-ons [15]. None of the reviewed sources state the heating temperature range, the heated-seat control placement, or whether any heater is standard on the 3054 [12].
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree the American Tubs 3054 Walk-In Tub does well for arthritis-friendly bathing?
- Is the American Tubs 3054 Walk-In Tub's low step-in threshold confirmed by more than one platform?
The clearest cross-platform agreement concerns entry height, seating, and safety hardware. The 6-inch threshold, the 17-inch ADA-compliant contoured seat, grab bars, and a non-slip textured floor appear in the official 3054 sheet and are repeated by google, grok, and openai [16]. Perplexity's independent product PDF lists a step-in height of about 7 inches and a seat height of 16.5 inches with a 20-inch seat width, which is directionally consistent with the company figure but not identical [19].
Platforms also agreed that the 3054's therapy options are configuration choices rather than standard equipment. Openai, google, grok, perplexity, and deepseek all describe hydro massage, air massage, and heated seating as selectable or optional features [16].
Three platforms — openai, google, and grok — rated the 3054 a good fit for arthritis-friendly bathing. Perplexity rated it mixed. Deepseek and kimi rated it uncertain, and both cited missing model-specific specifications rather than contradicting the company's published figures [22]. Agreement among platforms is not evidence of product quality; it reflects that the same company documentation was available to them.
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Why do some AI platforms rate the American Tubs 3054 Walk-In Tub as uncertain for arthritis-friendly bathing?
- Does the American Tubs 3054 Walk-In Tub have lever-style controls or a published door operating force?
The most consequential disagreement is about how much weight to give missing specifications. Openai, google, and grok treated the published company figures as sufficient for a good rating. Deepseek and kimi declined to rate the model good or strong because they could not retrieve model-specific step-in height, control type, door force, handrail layout, anti-slip specification, or warranty terms [24]. Perplexity landed in between, calling the fit mixed because buyer-critical details and current pricing were unclear [26].
Specifications conflict across official documents. The current 3054 sheet lists a 20.5-inch seat, while an older official product sheet lists a 23-inch seat and different overall dimensions [29]. Warranty language also differs: the current warranty page lists two-year coverage for motors and electrical controls and 10-year gel-coat coverage, while older product sheets use broader limited-lifetime wording [31]. Google separately flagged that some dealer platforms state a five-year warranty on motors and electronics while the manufacturer document states two years [32].
Several arthritis-relevant facts remain unverified across all reviewed sources: lever-style controls, measured door opening and closing force, exact threshold measurement under installed conditions, current option pricing, and current 3054 production status [30]. Company statements about comfort, pain relief, or circulation are marketing claims and are not independent clinical evidence [29].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- How does the American Tubs 3054 Walk-In Tub's 6-inch threshold and 17-inch seat compare with what an arthritis buyer needs?
- Are the American Tubs 3054 Walk-In Tub's grab bars and non-slip floor enough for safe seated transfers?
The 3054's arthritis-relevant strengths are entry height, seated bathing position, and support hardware. The 6-inch threshold is materially lower than a conventional bathtub wall but is not a zero-threshold or roll-in entry [34]. The 17-inch-high contoured seat, interior safety grab bar, and deck-mounted U-shaped grab bar may reduce strain during seated transfers, but individual reach, balance, and transfer ability must be checked in person [34]. The non-slip textured floor is listed as standard, which supports reduced slipping risk but is not a guarantee against falls [34].
The 3054's arthritis-relevant limitations are door operation and controls. The tub uses an inward-swinging door with an 18-inch listed door opening and an ergonomic curved handle, and American Tubs does not publish door closing force or a quantified operating-force requirement [34]. An older 3054 product sheet identifies pneumatic push controls for the massage systems; a lever-style control configuration is not verified in the reviewed 3054 materials [36]. Google notes that the inward-swinging design requires the user to step around the door inside the tub to close it [37].
Therapy features are optional and may materially increase cost. Hydro massage, air massage, heated seat and backrest, water-heating equipment, and upgraded drains are configuration options rather than confirmed base equipment [34]. The reviewed materials do not establish heating performance, warm-up time, or whether any heater is standard [34].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does the American Tubs 3054 Walk-In Tub cost, and is there a published installed price?
- What fees and warranty exclusions should a buyer confirm before signing an American Tubs 3054 Walk-In Tub contract?
No current 3054 purchase price or installed price is published in the reviewed official materials. American Tubs uses free in-home estimates and states that pricing varies by state, company, size, and configuration [38]. Pricing confidence across platforms is low, and the most specific price-like references found were older third-party listings that should be treated as stale [41].
Platform-reported figures exist but are not company-confirmed. Grok reported a base soaker price of about $2,590, hydro jets at about $699, air jets at about $698, and a heated seat at about $444, sourced to a third-party directory page [42]. Google reported a typical job cost range of $1,500 to $10,000 depending on features, sourced to a Houzz directory listing [43]. These figures are platform-reported and were not verified against a current American Tubs quote.
Known and potential costs include shipping or freight, which the 3054 sheet references as a product option or term without publishing an amount, and potential structural, plumbing, electrical, bathroom-access, or hot-water-system modifications that are not priced in the reviewed sources [44]. Professional installation, demolition, disposal, trim, permits, and possible water-heater upgrades may add to the total [38].
Contract and cancellation terms are largely unpublished. No public 3054-specific cancellation, return, restocking, or dealer-contract terms were identified [38]. American Tubs' website terms state that the company may modify its terms at any time without prior notice and include an indemnification clause covering claims arising from website use (official:C2, official:C3). Warranty coverage is limited and tied to the original end-user purchaser, the original home, personal household use, and compliance with installation and maintenance conditions, and it excludes installation, shipping, property damage, and consequential costs [46]. A promotional $600 discount and free in-home estimate are advertised on one official page, but eligibility, expiration, and applicability to a specific 3054 configuration should be confirmed [40].
Best Suited For
Questions This Section Answers
- Who gets the most value from the American Tubs 3054 Walk-In Tub for arthritis-friendly bathing?
The 3054 is best suited to ambulatory seniors who can step over a 6-inch threshold and transfer onto a built-in seat [48]. It fits buyers replacing a standard 54- to 60-inch bathtub who want a relatively compact walk-in tub, and users who value optional hydrotherapy, air massage, heated seating, and integrated support bars [48].
It also suits buyers who want a US-based walk-in tub manufacturer with configurable therapy options and are willing to verify specifications directly with a dealer before purchase [51]. Buyers who benefit from targeted heat therapy on the lower back and shoulders are a reasonable fit given the optional heated seat and backrest [53].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose the American Tubs 3054 Walk-In Tub for arthritis-friendly bathing?
The 3054 is probably not the best choice for wheelchair users or buyers requiring near-level lateral transfers. American Tubs identifies its 3052W as the model designed for wheelchair transfers with an outward-swinging door and near-full front access, which the 3054 does not provide [54].
It is also a poor fit for users unable to reliably step over a 6-inch threshold, buyers who require confirmed lever-style controls or a published all-in installed price before purchase, and buyers who need an outward-swinging door or a very wide entry opening [55]. Buyers who prioritize independently verified accessibility testing, a documented arthritis-specific certification, or a broad national dealer and service network with widely documented install support should look elsewhere [58].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to the American Tubs 3054 Walk-In Tub for a buyer who needs wheelchair transfers or a lower threshold?
- Which alternative should a buyer choose if they need verified low door force or published installed pricing?
Another option may be better in four specific situations. First, when the buyer needs assisted transfers or near-front access, a wheelchair or outward-swinging-door model is the better path; American Tubs identifies its 3052W as designed for wheelchair transfers [60]. Second, when a lower threshold, wider door, verified low-force hardware, lever controls, or transparent installed pricing is mandatory, another model or supplier should be considered [61].
Third, when the buyer's height, leg length, weight, or preferred seat width makes the 3054's compact 54-inch dimensions unsuitable, a larger or longer model is the better fit [61]. Fourth, when the buyer wants a documented arthritis-specific feature set, competitors publish claims the 3054 does not: Safe Step advertises a no-strength locking handle, ANZZI advertises elevated easy-press buttons and ADA-compliant seating, and Age Care Bathrooms lists a heated back and seat with built-in grab bars [64]. These are competitor marketing claims, not independent verification, and they are listed here only as comparison points.
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with American Tubs 3054 Walk-In Tub before signing a contract?
Buyers should resolve the specification conflicts and missing data before committing. The reviewed sources do not verify lever-style controls, exact door force, exact threshold measurement under installation conditions, current option pricing, or current 3054 production status [67].
Key items to confirm in writing:
- Current manufactured dimensions, seat width and depth, door opening, threshold height, and interior dimensions for the exact 3054 configuration [69].
- Whether the buyer can operate the door handle, faucet, drain, massage controls, and heater controls with arthritic hands, and whether any controls are lever-style [67].
- The measured door opening and closing force, and whether the door can be opened or closed from the seated position [69].
- Whether the heated seat/backrest, hydro massage, air massage, inline heater, and fast-drain options are included or separately priced [69].
- Exact grab bar locations, load ratings, and whether additional bars or a different orientation can be installed [69].
- The complete installed price, including demolition, plumbing, electrical work, permits, disposal, freight, trim, and any required water-heater upgrade [72].
- The dealer's cancellation, return, restocking, financing, and installation-warranty terms [72].
- Who performs warranty service locally, who pays labor and shipping, and how long replacement parts will remain available [74].
- Whether the buyer or caregiver can test the exact tub and controls before purchase [75].
- Whether the installation site provides enough clearance for the inward-swinging door and safe entry and exit [69].
Final AI Consensus Verdict
The consensus verdict is good fit, with meaningful verification requirements. Three of six platforms rated the 3054 good for arthritis-friendly bathing, one rated it mixed, and two rated it uncertain because model-specific specifications were not retrievable (openai, google, grok, perplexity, deepseek, kimi). The 3054 aligns well with arthritis-friendly bathing needs for ambulatory seniors through its low threshold, seated bathing position, grab bars, non-slip floor, and optional massage and heat features [76].
It should not be treated as the best choice for wheelchair transfers, buyers needing lever-style controls or quantified low-force operation, or buyers unwilling to accept quote-based pricing and configuration uncertainty [78]. Buyers comparing this model against others in the category can review the broader Arthritis-Friendly Bathing consensus index, and buyers still evaluating tub types can start with the walk in tubs category directory.
How This Review Was Produced
This review was produced from platform-reported fit research collected on 2026-09-27. Six platforms evaluated the American Tubs 3054 Walk-In Tub for arthritis-friendly bathing: openai, google, grok, perplexity, deepseek, and kimi. Two of those six named the entity during the ranking stage, which is why the mention count is 2 while the platform count is 6.
Each platform supplied its own fit rating, use-case findings, limitations, pricing notes, and questions to verify. Those outputs were consolidated into the sections above. Where platforms disagreed, the disagreement is described rather than resolved. Where a claim came only from a platform's own reasoning without a retrieved source, it is labeled platform-reported.
Methodology Limitations
Several limitations apply to this review. Company-owned citations materially outnumber independent citations, so company claims should not be read as independently verified [81]. The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
Platform-reported research dates differ from the authoritative run date. Deepseek reported a research date of 2026-01-15, while the run research date is 2026-09-27; platform-reported dates are provenance metadata and do not independently prove freshness. Deepseek also ran without search enabled, so its findings rest on model knowledge rather than retrieved pages [86].
Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts. Missing research was not treated as disagreement: where platforms could not retrieve a specification, that is recorded as unverified rather than as a contradiction. Conflicting product names, pricing, and capabilities were described rather than resolved by guessing. The reviewed sources do not verify lever-style controls, exact door force, exact threshold measurement under installation conditions, current option pricing, or current 3054 production status [82].
Sources
Company-Owned Sources
- Walk-in Bath With Built-In Seat | The Tranquility: https://agecare-bathrooms.co.uk/walk-in-bath-tranquility/
- Explore the Advanced Features of Walk-In Tubs: https://americantubs.com/features/
- Free Walk-in Tub Estimate: https://americantubs.com/free-estimate/
- The Cost of a Walk-in Tub: https://americantubs.com/how-much-does-a-walk-in-tub-cost/
- Safety. Comfort. Independence. - American Tubs: https://americantubs.com/htmlhomepage/
- Walk-in Tub Installation by Licensed Professionals: https://americantubs.com/installation/
- Advanced Therapeutic Features Of Walk-in Tubs: https://americantubs.com/therapeutics/
- Wheelchair Accessible Tub: https://americantubs.com/walk-in-baths/wheelchair/
- Walk-in Bathtub Warranty: https://americantubs.com/warranty/
- CARE Series 3054 Product Specifications: https://americantubs.com/wp-content/uploads/2019/04/CARE-3054-1.pdf
- 3054 CARE Series Walk-In Tub: https://americantubs.com/wp-content/uploads/2019/08/American_Tubs_OneSheets_MG_Final-10-3054.pdf
- AZ2853-PRX - ANZZI ANZZI Premier Walk-In Therapeutic Tub: https://anzzi.com/products/az2853-prx
- American Tubs Walk-In Tubs Category: https://www.americantubs.com/category/walk-in-tubs/
- 3054 WALK-IN TUB - American Tubs: https://www.americantubs.com/wp-content/uploads/2019/12/3054-Spec-Sheet.pdf
- Safe Bathing Solutions for People with Limited Mobility: https://www.safesteptub.com/solutions/limited-mobility/
- Official pricing and terms source: https://americantubs.com/terms-and-conditions/
Additional AI research evidence87 records
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record openai:c2
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c4
- AI research evidence record grok:web:12
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record openai:c2
- AI research evidence record google:2.2.1
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record grok:web:8
- AI research evidence record perplexity:c1
- AI research evidence record grok:web:11
- AI research evidence record perplexity:c2
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c5
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c4
- AI research evidence record google:2.4.1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record openai:c2
- AI research evidence record google:1.1.2
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record perplexity:c5
- AI research evidence record grok:web:12
- AI research evidence record google:2.3.1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record grok:web:8
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record google:2.2.1
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record kimi:c1
- AI research evidence record deepseek:c1
- AI research evidence record grok:web:12
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record kimi:c1
- AI research evidence record perplexity:c1
- AI research evidence record kimi:c2
- AI research evidence record kimi:c3
- AI research evidence record kimi:c5
- AI research evidence record openai:c2
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c4
- AI research evidence record perplexity:c4
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record openai:c8
- AI research evidence record openai:c2
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record google:1.1.2
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
Independent Sources
- CARE Series 3054 Soaker Walk-in Tub: http://www.discovermymobility.com/store/bathroom/walk-in-tubs/american-tubs/3054/index.html
- Walk-in Bathtubs: https://dabella.us/baths/walk-in-bathtubs/
- PDF 3054 WALK-IN BATHTUB 14 20 30 20 9: https://images.thdstatic.com/catalog/pdfImages/bd/bd6bc02f-a771-4de1-9113-07dbc697167e.pdf
- CPSC - Walk-In Tub Safety Information: https://www.cpsc.gov/
- AMERICAN TUBS - Project Photos & Reviews - City of Industry, CA US | Houzz: https://www.houzz.com/pro/americantubs
- Ella's Bubbles Walk-in Tubs Review 2026: https://www.ncoa.org/product-resources/mobility/ellas-bubbles-walk-in-tub-review/
- Bathing Solutions: https://www.payingforseniorcare.com/best-walk-in-tubs
Additional AI research evidence87 records
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record openai:c2
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c4
- AI research evidence record grok:web:12
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record openai:c2
- AI research evidence record google:2.2.1
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record grok:web:8
- AI research evidence record perplexity:c1
- AI research evidence record grok:web:11
- AI research evidence record perplexity:c2
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c5
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c4
- AI research evidence record google:2.4.1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record openai:c2
- AI research evidence record google:1.1.2
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record perplexity:c5
- AI research evidence record grok:web:12
- AI research evidence record google:2.3.1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record grok:web:8
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record google:2.2.1
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record kimi:c1
- AI research evidence record deepseek:c1
- AI research evidence record grok:web:12
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record kimi:c1
- AI research evidence record perplexity:c1
- AI research evidence record kimi:c2
- AI research evidence record kimi:c3
- AI research evidence record kimi:c5
- AI research evidence record openai:c2
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c4
- AI research evidence record perplexity:c4
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record openai:c8
- AI research evidence record openai:c2
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record google:1.1.2
- AI research evidence record deepseek:c1
- 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
- September 27, 2026
- Platforms analyzed
- 6
- Source records
- 23
- Ranking mentions
- 2 of 6
- Platform share
- 33%
- Final consensus rank
- #8
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
7 independent · 16 company-owned
Evidence support
11 direct · 9 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 748ad8251b272d7633ce38abd1a1ac8d54eac8d23a41baeb6d623e7379bcf4dc