Answer Capsule
Independent Home's bariatric walk-in tub offering is a conditional good fit for heavier users and caregivers, but it carries significant verification requirements. Two of seven AI platforms (DeepSeek and Perplexity) named Independent Home during the ranking stage, giving it a 28.6% platform share with an average listed rank of 4.5 and a best rank of 3. The strongest reason to consider this product is the Imperial model's stated 500-pound weight capacity, reinforced plywood-backed walls for grab bars, and 25-inch outward-swinging door—specifications that align well with bariatric bathing needs. The main limitation is the absence of publicly verifiable specifications: seat width, clear door opening, water capacity, installation footprint, and model-specific pricing are not disclosed, forcing buyers to rely on consultation-based quotes before they can confirm fit.
Research Snapshot
| Metric | Value |
|---|---|
| Platform mentions in ranking stage | 2 of 7 platforms (DeepSeek, Perplexity) |
| Share of included platform responses | 28.6% |
| Average listed rank | 4.5 |
| Best listed rank | 3 (Perplexity) |
| Relevant product/model/plan | Independent Home Imperial Walk-In Bathtub; Bariatric Walk-In Tub (33–35″ W × 55″ L) |
| Overall use-case fit | Conditional good fit; 2 strong, 2 good, 3 uncertain, 1 weak rating across platforms |
| Research date | 2026-08-13 |
Why Independent Home bariatric walk-in tub Qualified for This Study
Independent Home qualified for this bariatric bathing study because the company explicitly markets a dedicated bariatric product category and because multiple AI platforms identified it during the ranking discovery phase. The company's official website lists a bariatric walk-in tub with reinforced frame, non-slip floor, grab bars, and warranty coverage [1]. Two platforms—DeepSeek and Perplexity—named Independent Home in their ranking outputs, with Perplexity placing it at rank 3 and DeepSeek at rank 6. The product is directionally relevant to heavier users and caregivers seeking safer bathing access, even though detailed specifications are not publicly available [2].
The Product, Model, Plan, or Service Most Relevant to Bariatric & Extra-Wide Bathing
The most relevant product is the Independent Home Imperial Walk-In Bathtub, which the company markets as its widest, full-figure model. Company-branded product information identifies the Imperial as holding persons weighing up to 500 pounds, with a 25-inch outward-swinging door, extra-high walls, 16 hydrotherapy jets, and reinforced plywood walls for grab bars [3]. Independent reviews describe bariatric models available in 33″ W or 35″ W × 55″ L configurations, designed for bathers over 250 pounds, with a minimum threshold height of 5 inches, slip-resistant floors, ADA-compliant seats, fast-fill faucets, and quick-drain systems as standard [4]. The Imperial is the specific model most frequently cited for bariatric use, though some platforms refer more generically to the "Bariatric Walk-In Tub" offering [5].
What the AI Platforms Agreed About
Strong agreement: The product is directionally relevant but lacks public specification transparency. Six of seven platforms noted that critical bariatric specifications—weight capacity, seat width, door width, water capacity, and installation footprint—are not disclosed on the company website or in accessible marketing materials [7]. This was the most consistent finding across all platforms.
Strong agreement: The 500-pound capacity claim is the strongest bariatric-specific specification. The Imperial model is advertised as holding persons weighing up to 500 pounds, which is materially stronger than capacities publicly listed for several other Independent Home models [10]. However, platforms noted this is a company-page claim without published testing methodology or stated safety margin [10].
Strong agreement: Reinforced construction and safety features are standard. Multiple platforms confirmed that Independent Home tubs feature reinforced plywood walls for grab-bar anchoring, non-slip flooring, and grab bars as standard features [10]. The company states that reinforced walls permit grab bars to be secured where needed [10].
Strong agreement: Pricing is quote-only with no public price list. All platforms that addressed pricing confirmed that Independent Home does not publish prices online and requires consultation for quotes [14]. An independent review reports that pricing varies with custom features, installation, and removal of the existing tub [14].
Majority agreement: Lifetime warranty coverage is a strength. The company's warranty page lists lifetime coverage for the door seal, metal frame, fiberglass spa shell, gel coat, workmanship, faucets, motors, pumps, and control panels [17]. Independent reviews confirm this coverage [18]. However, one platform noted the warranty may come at an added cost, creating a factual conflict [14].
Where the AI Platforms Disagreed or Were Uncertain
Weight capacity conflict: 250 lbs vs. 500 lbs. Grok reported that the bariatric model is listed with a 250-pound capacity and a standard 17-inch ADA-compliant seat [21], while OpenAI, Anthropic, and Google reported a 500-pound capacity for the Imperial model [22]. This is a direct factual conflict that cannot be resolved from public sources. The 250-pound figure may refer to a standard model rather than the bariatric variant, but this is not confirmed.
Fit rating disagreement: Strong vs. weak. Google rated the Imperial as a "strong" fit, calling it a "top-tier bariatric solution" [24], while Grok rated the same product category as a "weak" fit due to the reported 250-pound capacity and 17-inch seat [21]. OpenAI and Anthropic both rated it "good," while DeepSeek, Kimi, and Perplexity rated it "uncertain."
Seat width conflict: 17 inches vs. 33–35 inches. Grok reported a 17-inch ADA-compliant seat on the bariatric model [21], while Anthropic reported bariatric models available in 33″ W or 35″ W configurations [25]. The 33–35″ figure likely refers to overall tub width rather than seat width, but this distinction is not clearly documented.
Pricing range variance. TechRadar reports an estimated $8,000–$12,000 installed price [26], while Modernize reports a general range of $10,000–$18,000 for Independent Home tubs and installation [27]. DeepSeek noted that third-party resources suggest bariatric models typically range from $5,000 to $10,000, but this is not confirmed for Independent Home [28].
Door width ambiguity. The Imperial page states a 25-inch outward-swing specification, but it is unclear whether this is the door-panel width, usable clear opening, or swing clearance [22]. Anthropic noted that door width for bariatric models is not explicitly stated and that competitor bariatric doors typically exceed 20 inches [25].
Use-Case-Specific Features and Capabilities
Maximum Weight Capacity
The Imperial model is advertised as holding persons weighing up to 500 pounds [29]. This is the strongest bariatric-specific specification located, but the page does not clarify whether the figure is occupant capacity only, includes water, or has a recommended safety margin [29]. Grok's conflicting report of 250 pounds creates uncertainty [32]. No independent load-testing evidence was found.
Seat Width and Transfer Space
Bariatric models are available in 33″ W or 35″ W × 55″ L configurations [33]. The Imperial is described as the widest model and intended for fuller-figured users, but no Imperial seat width, seat depth, or clear transfer-space measurement was found [29]. Grok's report of a 17-inch seat conflicts with the wider configuration claims [32].
Door Width and Access
The Imperial is listed with an outward swing and a 25-inch door specification [29]. Outward-swinging doors can avoid inward door interference during entry and exit, subject to bathroom clearance [29]. The source does not clearly distinguish door-panel width from usable clear opening [29]. Anthropic noted that inward-swinging doors are available on bariatric models with a minimum threshold height of 5 inches [33].
Reinforced Frame and Grab-Bar Placement
Independent Home-branded product pages state that tub walls are reinforced with plywood to securely hold grab bars where needed [29]. A separate branded page claims a heavy-duty stainless-steel frame with six adjustable legs, but that claim is not clearly tied to the Imperial model [34]. The company states that reinforced walls permit grab bars to be secured where needed, and its general feature list includes two durable grab bars [29]. Exact Imperial grab-bar locations, quantity, load rating, and customization are not published [29].
Floor Traction
Non-slip or slip-resistant flooring is identified as a standard feature for the company's walk-in tubs [35]. Imperial-specific wording is not separately shown, so the buyer should confirm it is included in the quoted configuration [35]. Details on texture grade, slip rating, or comparative anti-slip technology are not specified [33].
Water Capacity and Filling/Draining
The Imperial is marketed with extra-high walls for a deep soak and a 16-jet hydrotherapy system [29]. Bariatric models hold more water than standard tubs due to larger size, with up to 80 gallons reported [32]. No gallons-to-fill, fill-time, drain-time, or required plumbing specification was found [29]. The company notes that larger sizes often require a larger hot water tank, but does not specify exact gallon capacity needed [33]. Fast-fill faucets and quick-drain systems are standard [33].
Installation Footprint
Bariatric models measure 33–35″ W × 55″ L [33]. No Imperial overall dimensions, required door-clearance zone, service access, or minimum bathroom footprint was found [29]. The company emphasizes custom consultation to verify doorway, hallway, and structural fit [33]. A bariatric installation example highlights that a 28-inch doorway prevented tub entry, requiring door frame removal and emphasizing the importance of measuring all entry points [37].
Warranty Coverage
Independent Home's warranty page lists lifetime coverage for the door seal, metal frame, fiberglass spa shell, gel coat, workmanship, faucets, motors, pumps, and control panels [38]. Independent reviews confirm this coverage [39]. The page does not state exclusions, transferability, labor procedures, or whether every Imperial component is covered under the same terms [38]. One independent review reports that the warranty may come at an added cost [42].
Installer Experience and Standards
All safety installers are trained and certified, with each installation team averaging 200+ installations and minimum 5 years of experience [43]. Walk-in tubs can be installed in one day, with strict standards maintained and a completion certificate required before the installer departs [43].
Pricing, Fees, Contracts, and Ongoing Costs
No public price is available for the Imperial or bariatric models. The company directs buyers to request a free consultation or estimate [44]. An independent review reports that pricing varies with custom features, installation, and removal of the existing tub [44].
Estimated price ranges conflict across sources. TechRadar reports $8,000–$12,000 installed [45]. Modernize reports $10,000–$18,000 for tubs and installation [46]. DeepSeek notes that third-party resources suggest bariatric models typically range from $5,000 to $10,000, but this is not confirmed for Independent Home [47]. The general bariatric market shows $4,200–$11,500 average and $15,000–$20,000 for premium options [45].
Installation cost inclusion is unclear. Independent Home advertises "all-inclusive" quotes with installation included [45], yet industry standard separates tub ($2,200–$10,300) from installation ($2,500–$8,000) [45]. It is unclear whether the Independent Home price is product-only or fully inclusive [45].
Potential additional fees include: water heater upgrade if current capacity is insufficient (typical $1,400–$5,600 for a 50-gallon unit), bathroom modification including doorway widening ($800–$2,500), floor reinforcement, plumbing upgrades, GFCI outlets and electrical upgrades ($150–$300 per outlet; wiring $400–$1,200) [45]. Custom hydrotherapy or other upgrades may increase the price [44].
Contract terms are largely undisclosed. Deposit requirements, cancellation rights, financing terms, installation guarantees, change orders, and refund policies were not found [44]. A $1,500 installation discount is available on the website, and financing is available through multiple credit partners for qualified buyers [45]. The warranty is described as lifetime for listed components, but detailed exclusions and claim procedures are unclear [48].
Best Suited For
- Heavier users whose required occupant weight is at or below the stated 500-pound limit [49]
- Bathrooms that can accommodate an outward-swinging 25-inch door [49]
- Buyers wanting a custom-quoted, installed tub with extra-wide positioning and hydrotherapy options [49]
- Buyers prioritizing end-to-end installation support and lifetime warranty coverage [51]
- Heavier users (250+ lbs) seeking customized configurations and expert consultation [53]
- Seniors and caregivers in the United States wanting integrated professional installation [52]
- Buyers willing to undergo in-home assessment before purchasing [54]
Probably Not Best Suited For
- Users requiring a verified seat width, transfer opening, or interior dimension before purchase [55]
- Users above 500 pounds or requiring substantial capacity margin [55]
- Buyers needing transparent online pricing or a clearly published all-in installed cost [58]
- Very small bathrooms where the door swing and tub footprint cannot be confirmed in advance [55]
- Buyers who need to compare detailed specifications upfront without sales interaction [59]
- Those requiring documented high weight capacities (e.g., 400+ lbs) and wide seat dimensions, as this data is not publicly available [59]
- Buyers seeking maximum weight capacity (500–600+ lbs); competitors like Boca and Hydro Dimensions offer explicit 500–600 lb ratings [60]
- Price-sensitive buyers; published estimates suggest $8,000–$12,000+ installed [60]
- Those preferring quick online quotes without technician consultation [60]
When Another Option May Be Better
Another manufacturer may be a better choice when the user needs published, independently checkable specifications for weight capacity, seat width, door clearance, and warranty coverage before purchase [61]. Specifically, consider alternatives when:
- Maximum weight capacity is critical (500–600+ lbs): Boca and Hydro Dimensions offer explicit 500–600 lb ratings [62].
- Instant online pricing transparency is needed: Brands like American Standard and Kohler historically publish base prices, though bariatric options are now limited [62].
- Cost minimization is the priority: Budget options like AmeriGlide and Universal Tubs start at $2,000 before installation [62].
- Wheelchair side-transfer access is required: The user may need a wheelchair-accessible tub rather than a conventional walk-in seat [63].
- The user's weight is close to 500 pounds: A higher rated capacity or larger safety margin may be required [63].
- A fixed, transparent price is needed: The buyer needs clearly defined installation scope before selecting a vendor [63].
- Premium luxury features are desired: Ella's Bubbles and high-end Kohler models offer more integrated luxury options like heated backrests and full spa integration [62].
Questions to Verify Before Buying
- What is the Imperial's exact usable seat width, seat depth, seat height, and interior width at the shoulders and hips? [64]
- What is the exact clear door opening, and is it wide enough for the user's transfer method or equipment? [64]
- Is the 500-pound limit the maximum occupant weight, and what safety margin does Independent Home recommend? [64]
- What are the tub's overall dimensions, required outward door-swing clearance, service-access requirements, and minimum bathroom footprint? [64]
- What is the water capacity, expected fill time, drain time, and required drain diameter or pump? [64]
- Are the non-slip floor, grab bars, reinforced frame or wall backing, and seat included in the quoted Imperial configuration? [64]
- Where exactly can grab bars be installed, and what load rating applies to each bar and mounting point? [64]
- Does the quote include demolition, disposal, plumbing, electrical work, permits, waterproofing, trim, and cleanup? [64]
- Which warranty document applies, what parts and labor are covered, what exclusions apply, and is the warranty transferable? [65]
- Are hydrotherapy jets, heaters, fast-drain components, and other accessories optional, and what ongoing maintenance or replacement costs do they create? [64]
- What deposit, cancellation, financing, delivery, installation-delay, and change-order terms apply? [66]
- Can the buyer inspect a showroom or completed Imperial installation and obtain references for bariatric installations? [64]
- What is the exact maximum weight capacity of the 33″ W and 35″ W bariatric models, and is it 500 lbs or higher? [67]
- What is the total installed price breakdown: product cost, installation cost, and any bathroom modification estimates for the specific space? [68]
- What is the exact water capacity (gallons) for the 33″ W and 35″ W bariatric tubs, and what minimum hot water heater capacity (gallons) is required? [67]
- Does the estimated price include all structural and plumbing modifications, or are these additional out-of-pocket costs? [68]
- Is the lifetime warranty truly unlimited, or are there component exclusions, coverage caps, or labor hour limits? [69]
- Can the installer provide a written structural assessment before purchase confirming floor load capacity and doorway fit? [70]
Final AI Consensus Verdict
Independent Home's bariatric walk-in tub is a conditional good fit for bariatric and extra-wide bathing, with significant verification requirements. The Imperial model is one of the better-aligned offerings for this use case because the company markets it as its widest model and states a 500-pound capacity, reinforced grab-bar backing, outward-swinging door, and slip-resistant flooring [71]. The lifetime warranty covering core structural, finish, plumbing, motor, pump, and control components adds meaningful protection [73].
However, the product should not be selected solely from public claims. Seat width, usable transfer opening, footprint, water and drainage performance, installed price, and detailed warranty terms remain unclear [71]. The conflicting reports of 250-pound vs. 500-pound capacity and 17-inch vs. 33–35-inch width create genuine uncertainty that only a written, model-specific specification can resolve [77]. The buyer should obtain a written, model-specific specification and fully itemized installation quote before purchase [71].
For heavier users (250–400 lbs) prioritizing installer quality and warranty over price optimization, Independent Home is a credible choice [79]. For buyers seeking maximum capacity (500+ lbs) with documented specifications or transparent pricing, competitors like Boca, Hydro Dimensions, or Ella's Bubbles may be stronger alternatives [79].
For a broader comparison of bariatric walk-in tub options, see the Bariatric & Extra-Wide Bathing consensus index. You can also browse the full walk in tubs category directory for other product types and use cases.
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 of which evaluated Independent Home's bariatric walk-in tub against nine category criteria: maximum weight capacity, seat width, door width, reinforced frame, floor traction, grab bar placement, water capacity, installation footprint, and warranty coverage. The authoritative research date is 2026-08-13. Platform-reported research dates are provenance metadata and do not independently prove freshness; DeepSeek's research was conducted on 2026-04-16, earlier than the other platforms.
Each platform provided a fit assessment, use-case findings, pricing and terms analysis, and questions to verify before buying. These responses were synthesized into this report, with factual claims cited to their original sources. The entity ranking statistics reflect which platforms named Independent Home during the ranking discovery stage, which is distinct from the fit-research stage.
Methodology Limitations
- Platform mentions vs. fit evaluations: All seven platforms evaluated fit, but only two platforms (DeepSeek and Perplexity) named Independent Home during the ranking discovery stage. The ranking statistics therefore reflect a smaller sample than the fit evaluations.
- Conflicting specifications: The 250-pound vs. 500-pound capacity conflict and the 17-inch vs. 33–35-inch width conflict could not be resolved from public sources. These conflicts are described rather than guessed.
- Company-owned vs. independent evidence: Several key claims—including the 500-pound capacity, 25-inch door, and reinforced plywood walls—come from company-owned product pages (walk-in-tubs-usa.com, independenthome.com) rather than independent testing. No independent load-testing evidence was located.
- Stale information risk: DeepSeek's research was conducted on 2026-04-16, approximately four months before the authoritative research date. Product specifications and pricing may have changed.
- URL validation: 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 product testing, customer experience verification, or independent laboratory testing. AI-platform agreement does not prove product quality.
- Pricing uncertainty: No public price list exists for Independent Home products. All pricing figures are third-party estimates with conflicting ranges ($8,000–$12,000 vs. $10,000–$18,000).
Explore more walk in tubs guidance in the category directory.
Sources
Company-Owned Sources
- Independent Home: https://independenthome.com/
- Bariatric Walk-In Tubs | Independent Home: https://independenthome.com/bariatric-walk-in-tubs
- Independent Home Warranty: https://independenthome.com/warranty/
- Walk In Tubs by Independent Home Products, LLC: https://walk-in-bathtubs-co.com/Walk-In-Tubs.htm
- Walk In Tubs by Independent Home Products, LLC: https://walk-in-tubs-usa.com/Walk-In-Tubs.htm
Additional AI research evidence79 records
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- 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 openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c4
- AI research evidence record anthropic:c4
- AI research evidence record google:c3
- AI research evidence record openai:c5
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c6
- AI research evidence record google:c2
- AI research evidence record grok:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c4
- AI research evidence record google:c3
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:c1
- AI research evidence record grok:c1
- AI research evidence record anthropic:c1
- AI research evidence record openai:c3
- AI research evidence record openai:c2
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c7
- AI research evidence record openai:c5
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c6
- AI research evidence record google:c2
- AI research evidence record openai:c4
- AI research evidence record anthropic:c8
- AI research evidence record openai:c4
- AI research evidence record anthropic:c4
- AI research evidence record google:c3
- AI research evidence record deepseek:c1
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record google:c1
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c4
- AI research evidence record openai:c1
- AI research evidence record kimi:c1
- AI research evidence record google:c1
- AI research evidence record openai:c4
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c4
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:c4
- AI research evidence record openai:c1
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- AI research evidence record openai:c5
- AI research evidence record openai:c4
- AI research evidence record anthropic:c1
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- AI research evidence record openai:c1
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- AI research evidence record openai:c5
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record perplexity:c1
- AI research evidence record grok:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c4
Independent Sources
- Independent Home Reviews - Walk In Tubs: https://bestcompany.com/walk-in-tubs/independent-home
- Walk-In Tub Installation: Steps & Costs to Install a Bathtub: https://horow.com/blogs/guide/walk-in-tub-installation-steps-costs-to-install-a-bathtub
- Heavy-Duty Walk-In Tubs: A Guide for Larger Body Types: https://safetybathtubs.com/blogs/bariatric-walk-in-tubs-guide/
- Independent Home Review - Walk-In Tubs - Retirement Living: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQETbDJhDKaH6p_6rS0VSWRRhLiaNXowbD2UbGFUqq1eH_xnsOKLJRGoaxGoD1pLgP6d6nHllOsPNQt01ksuwSWqHXFSHrmGxGDJRih52_2k64Dy6wweCGb7B-Q48jv3wDSDhmtWTNhs6FBPqTufFRE=
- Independent Home Review 2026: Walk-In Tubs for Comfort and Safety: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGCwKD3fUOzevQVwm-DpL7Wtjll5_bz2n3KHwJL2aUmsAYHky7Cdgj695rboLSqPYJqqHVfH0lH7oEpvrfoZBNpif22BH2OEp4PaCCPso3mAscxNUxx8Wobs-qjGrPwxqz7uTrgVC1kWmlfCJr6KbDofe0TnSOSQG7pNeI=
- Independent Home Walk-In Tubs Review: https://www.caring.com/senior-products/best-walk-in-tubs/independent-home
- Best Bariatric Walk-in Tubs of 2026: https://www.retirementliving.com/best-walk-in-tubs/bariatric-walk-in-tub
- Independent Home Walk-In Tub Review (2026: https://www.retirementliving.com/reviews/independent-home
- Independent Home walk-in tub: https://www.techradar.com/news/independent-home-walk-in-tub
- Independent Home Review: Hydrotherapy Walk-in Tubs: https://www.top10.com/walk-in-tubs/reviews/independent-home
Additional AI research evidence79 records
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- 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 openai:c1
- AI research evidence record anthropic:c2
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- AI research evidence record grok:c1
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- AI research evidence record google:c1
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- AI research evidence record anthropic:c1
- AI research evidence record openai:c3
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- AI research evidence record deepseek:c1
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- AI research evidence record openai:c1
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- AI research evidence record openai:c5
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record perplexity:c1
- AI research evidence record grok:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c4
Verify this research
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
- 16
- Ranking mentions
- 2 of 7
- Platform share
- 29%
- Final consensus rank
- #7
Research trail and source mix
Platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
10 independent · 6 company-owned
Evidence support
12 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 f62da1a160141018e25345cdc05d1541b8cb1533af3b1628b8a0490a225636e4
