Answer Capsule
Independent Home is a mixed fit for Ultra-Low Entry Safety. Of the 7 AI platforms that evaluated the company for this use case, only 2 (deepseek and perplexity) named Independent Home during the ranking stage, giving it a 28.6% platform share with an average listed rank of 5.5 and a best rank of 3. The strongest reason to consider Independent Home is its advertised low-entry design combined with standard safety features—grab bars, textured non-slip flooring, and a 17-inch ADA-compliant seat—plus professional installation and a lifetime warranty. The main limitation is critical: Independent Home does not publicly disclose the exact step-in threshold height in inches for any model, including the referenced IH-LE, making it impossible to confirm the "ultra-low" entry that this use case demands. Competitors like Kohler (3-inch threshold) and Safe Step (2–4 inches) publish their specifications; Independent Home does not.
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 | 5.5 |
| Best listed rank | 3 (perplexity) |
| Relevant product/model/plan | Independent Home walk-in tubs; Cube (3-inch threshold), Celebrity (5-inch threshold); IH-LE model unverified |
| Overall use-case fit | Mixed (4 platforms), Good (1), Uncertain (2) |
| Research date | 2026-08-13 |
Why Independent Home Qualified for This Study
Independent Home qualified because it markets walk-in tubs specifically for low-entry access. The company advertises "low-entry" and "ultra-low-threshold" walk-in tubs on its website [1], and its product pages describe low thresholds, anti-slip floors, grab bars, and ADA-height seating [2]. Independent reviews confirm that all Independent Home walk-in tubs include grab bars, textured flooring, a low threshold, and a wide door as standard features [3]. The company also offers eight distinct models, including the Access wheelchair-accessible variant, the Cube compact model, and the Royal bariatric model [4]. This product breadth, combined with a stated focus on accessibility, made Independent Home a candidate for evaluation against the Ultra-Low Entry Safety criteria.
The Product, Model, Plan, or Service Most Relevant to Ultra-Low Entry Safety
The most relevant products are the Independent Home Cube Walk-In Bathtub and the Celebrity Walk-In Bathtub. The Cube features a low 3-inch step-in height, which is ideal for those who struggle to lift their legs [5]. The Celebrity features a low 5-inch step-in and an ADA-compliant contoured nonskid seat, with standard features including 1–2 minute speed drains and grab bars [6].
The model referenced as "IH-LE" in some platform responses could not be verified. OpenAI noted that the IH-LE model name was not located in publicly accessible Independent Home product pages, which instead prominently identify the Hybrid Walk-In Tub and Dignity Walk-In Tub. Kimi similarly reported that the recommended product "IH-LE" could not be verified as an actual Independent Home model number. Google found no official trace of a model explicitly designated "IH-LE" on the manufacturer's public documentation. Buyers should treat "IH-LE" as an unverified designation and ask for the specific model name in writing.
What the AI Platforms Agreed About
Strong agreement: Independent Home advertises the right safety features but withholds the critical specification. All seven platforms evaluated the company, and the consistent theme was that Independent Home markets low-entry thresholds, grab bars, non-slip flooring, and ADA-compliant seating, yet does not publish the exact threshold height in inches. OpenAI found the company advertises low-entry thresholds, anti-slip floors, grab bars, and an ADA-compliant 17-inch seat [7]. Anthropic confirmed ADA compliance across all models and standard safety features including grab bars, non-slip flooring, a 17-inch seat, wide door, and low threshold [8]. Deepseek noted the company offers low-threshold walk-in tubs but that specific technical specifications are not publicly disclosed [10].
Strong agreement: The exact step-in threshold height is unverifiable. This was the single most consistent finding. OpenAI assessed the step-in threshold height as "unclear," noting the company advertises low-entry and ultra-low thresholds but no exact height is tied to a specific model. Anthropic stated that no public specification discloses the exact threshold height in inches for any model. Deepseek and Perplexity both rated the threshold height as "unclear". Kimi found no verified specification at all.
Strong agreement: Standard safety features are present. Multiple platforms confirmed that Independent Home tubs include grab bars, textured or non-slip flooring, and a 17-inch ADA-compliant seat as standard [11]. The 17-inch seat height is within the standard 17–19 inch range for limited-mobility users.
Majority agreement: Professional installation is a strength. Independent Home provides factory-direct installation by certified installers with an average of 200+ completed installations per technician and a minimum of 5 years experience [13]. Installation typically completes in one day [13]. The company advertises professional installation, old-tub removal in many installations, and assessment of bathroom layout, plumbing, electrical, drainage, and structural requirements [14].
Majority agreement: The lifetime warranty is advertised but enforcement is unverified. Independent Home advertises a lifetime warranty covering the door seal, frame, shell, finish, workmanship, and mechanical components [15]. However, multiple customer reviews report warranty claims being denied or delayed post-installation. The detailed contractual terms were not available in the sources reviewed.
Where the AI Platforms Disagreed or Were Uncertain
Threshold height: 2–4 inches vs. 5 inches vs. undisclosed. Grok reported that Independent Home claims 2–4 inch thresholds on its walk-in tubs, citing the Orlando product page [16]. Google found the Cube model at 3 inches and the Celebrity at 5 inches [17]. OpenAI noted that company pages variously describe thresholds as low-entry, ultra-low, or generally 2–4 inches, but none establishes the exact threshold for a specific model. Anthropic noted a conflict between the 2–4 inch claim on the site and a 5-inch listing in reviews. These figures are not necessarily contradictory—different models may have different thresholds—but the lack of a published model-by-model specification sheet makes comparison impossible.
Overall fit rating: Mixed vs. Good vs. Uncertain. Four platforms (OpenAI, Anthropic, Deepseek, Grok) rated Independent Home a "mixed" fit. Google rated it "good," citing the Cube's 3-inch threshold as highly competitive. Two platforms (Kimi, Perplexity) rated it "uncertain," with Kimi reporting that search results returned zero relevant information about Independent Home walk-in tubs and Perplexity stating the critical threshold specification could not be verified from the checked evidence.
Pricing: $10,000–$17,000 vs. $4,995 base. Anthropic reported an estimated homeowner cost of $10,000–$17,000 installed, citing Top10.com [19]. Google reported a starting base tub cost of approximately $4,995, excluding custom upgrades. These figures may reflect different models, configurations, or years, but the discrepancy is significant and unresolved.
Service area: "50 states" vs. 49 states. ConsumerAffairs reports Independent Home operates in all 50 states and Washington D.C., but Alaska is not serviced [20]. Anthropic noted this makes the "50 states" claim technically inaccurate; actual coverage is 49 states plus D.C..
Model lineup: Unverified "IH-LE" vs. named models. OpenAI, Deepseek, Kimi, and Perplexity referenced an "IH-LE" model. Google found no such designation and instead identified the Cube and Celebrity models. OpenAI noted the site prominently identifies the Hybrid Walk-In Tub and Dignity Walk-In Tub instead.
Use-Case-Specific Features and Capabilities
Step-in threshold height. The most important criterion for this use case is the one Independent Home does not publish. The Cube model has a documented 3-inch step-in [21], which is competitive with Kohler's advertised 3-inch threshold [22]. The Celebrity model has a 5-inch step-in [23]. Industry baseline for standard walk-in tubs is 3–7 inches, with ultra-low threshold models ranging 2–4 inches [24]. Independent Home's company pages describe typical walk-in-tub thresholds as approximately 2–4 inches, but no exact threshold is tied to a specific model. For buyers who need the lowest practical entry, the Cube's 3-inch threshold is relevant, but the 5-inch Celebrity may be too high for some seniors with severe mobility limitations.
Entry width and door design. Independent Home describes watertight inward- or outward-swinging doors [26] and mentions wide doors as an available accessibility feature, but does not publish a verified entry-width measurement [27]. Anthropic confirmed a "wide door" design is standard across all models, with the Access model specifically designed for wheelchair accessibility, but no width measurement is publicly specified. Standard walk-in tub doors are 17–18 inches, or up to 32 inches for wheelchair models.
Grab bar placement. Independent Home advertises built-in grab bars and says placement can be measured or customized during the in-home assessment [28]. However, the public materials do not show a model-specific grab-bar map, load rating, or whether bars are factory-integrated versus separately mounted. Anthropic confirmed grab bars are standard on all tubs but noted specific placement, material, and diameter specifications are not disclosed publicly.
Floor traction. The company advertises textured, non-skid or anti-slip flooring for its walk-in tubs [28]. All Independent Home tubs include textured or non-slip flooring as a standard safety feature [30]. No independent test result, coefficient-of-friction rating, or performance data for wet use was located.
Seat height and transfer support. Independent Home advertises an ADA-compliant seat; one company page specifies a 17-inch seat, while other pages describe seats generally as 17–19 inches [29]. The 17-inch seat is within the standard 17–19 inch range for limited-mobility users. The exact seat height and transfer geometry for specific models are unclear.
Leak protection. The company describes watertight or leak-proof door systems and pressure-sealed doors [26]. Door seals are included as standard safety features and are covered under the lifetime warranty [34]. These are company claims; no independent leak-test report or warranty exclusions concerning seal failure was located.
Installation requirements. Independent Home advertises professional installation, old-tub removal in many installations, and assessment of bathroom layout, plumbing, electrical, drainage, and structural requirements [35]. Installation typically completes in one day [36]. Custom order and build process takes 10–14 days from order to installation [36]. Plumbing, electrical, tile, drainage, and footprint modifications may still affect the final scope and cost.
Pricing, Fees, Contracts, and Ongoing Costs
No model-specific purchase price is publicly listed. Independent Home does not publish a standard price list. The final price is quote-based and dependent on model, features, installation complexity, and home conditions. The company promotes a free in-home consultation and a guaranteed quote that it says will not change later.
Estimated installed cost range: $10,000–$17,000. Anthropic reported this range based on Top10.com data [37]. Google reported a starting base tub cost of approximately $4,995, excluding custom upgrades, with average costs ranging from $5,000 to over $10,000. These figures conflict and should be verified with a written quote.
Additional fees may apply. The company states that difficult old-tub removal, tile work, plumbing or electrical changes, drainage improvements, custom colors, additional grab bars, and enhanced finishes may affect pricing. Whether every quoted installation includes delivery, disposal, permits, electrical work, and remediation is unclear and should be confirmed in writing. An estimated 50-gallon hot water heater requirement may necessitate additional plumbing upgrades and costs not visible in the quoted price.
Contract and cancellation terms. Public pages state that pricing is all-inclusive or guaranteed, but do not provide the complete sales contract, cancellation rights, deposit terms, financing cancellation provisions, or installation-delay remedies. The return policy requires a Return Authorization Form, and items must be new, unused, in original packaging, and not installed to qualify [38]. Once installed or used, no returns are accepted. Independent Home guarantees pricing for one year on electrical and plumbing to existing lines.
Warranty. A lifetime warranty is advertised covering the door seal, metal frame, fiberglass spa shell, gel coat finish, workmanship, faucets, motors, pumps, and control panels [39]. However, the covered components, labor coverage, exclusions, transferability, and service-response terms were not verified from a detailed warranty document. Multiple customer reviews report warranty claims being denied or delayed post-installation.
Financing. Independent Home advertises financing options, but public materials reviewed did not state APR, term lengths, lender, or eligibility requirements. A $1,500 installation coupon is available on the website. Some sources mention a $15,000 discount certificate, but eligibility criteria are unclear.
Best Suited For
Independent Home is best suited for buyers who:
- Want a professionally installed walk-in tub with advertised low entry, built-in seating, grab bars, and non-slip flooring
- Value an in-home assessment, installation coordination, and customized safety-feature placement
- Need a compact tub with a documented 3-inch threshold — the Cube model specifically
- Have small bathrooms requiring a compact tub footprint
- Prioritize long-term warranty coverage and hands-on installer training
- Need wheelchair-accessible or bariatric-specific models — the Access and Royal models
- Are willing to obtain and compare a written model-specific specification sheet and installation quote
Probably Not Best Suited For
Independent Home is probably not best suited for buyers who:
- Require a verified sub-2-inch or near-zero entry threshold — the company does not publish this data
- Need a documented wide or wheelchair-transfer door — no width measurement is published
- Want transparent published pricing and detailed technical specifications before contacting sales
- Have extremely severe neuropathy or leg-lift limitations requiring documented ultra-low thresholds of 2–3 inches
- Are price-sensitive — competitors offer similar features at lower price points
- Seek off-the-shelf tubs from major retailers — Independent Home requires custom order and in-home consultation
- Live in Alaska — Independent Home does not service this state
- Need immediate installation — typical lead time is 10–14 days
- Prefer to avoid high-pressure in-home sales consultations — testers have reported pushy sales tactics [40]
When Another Option May Be Better
Choose another option when the buyer requires a verified, published threshold height. Kohler explicitly states a 3-inch threshold marketed as one of the lowest on the market [41]. Safe Step offers 2–4 inch ultra-low options. American Standard offers installed pricing from $4,000–$12,000. These competitors provide transparent specifications that Independent Home does not.
Choose a zero-entry or low-profile roll-in shower when the buyer cannot safely step over even a small threshold, uses a wheelchair, or needs caregiver assistance during transfers. A walk-in tub still requires the user to enter, turn, sit, wait for filling, and remain seated while draining; a true zero-entry shower may be safer for some users with severe balance impairment or inability to lift a leg.
Choose another supplier when published model specifications and written installed pricing are more important than an in-home sales process. Independent Home sells through consultation and quotation rather than publishing comparable technical specifications and prices.
Questions to Verify Before Buying
Before purchasing an Independent Home walk-in tub for Ultra-Low Entry Safety, obtain written answers to these questions:
- What is the exact measured step-in threshold of the offered model, in inches, at the lowest point?
- What is the clear usable entry width, and does the door swing inward or outward?
- Can the buyer enter without lifting the foot more than the stated threshold height, and can the door be opened safely from inside?
- Where exactly are the grab bars located, what are their load ratings, and can their positions be changed?
- What is the finished seat height from the bathroom floor, and what is the seat-to-door transfer distance?
- What wet-floor traction testing or coefficient-of-friction data is available?
- What door-seal warranty applies, and who pays for repair or water-damage remediation if leakage occurs?
- Does the installation require a dedicated electrical circuit, plumbing relocation, drain enlargement, floor reinforcement, permits, or tile repair?
- Does the written quote include removal, disposal, delivery, permits, electrical and plumbing work, finish repairs, and taxes?
- What are the deposit, cancellation, financing, warranty, service-response, and installation-delay terms?
- Is "IH-LE" an active product designation, and can Independent Home provide its current technical specification sheet?
- What third-party certifications (UL, IAPMO, ADA) does the product hold?
- Does the company employ its own installers or use subcontractors?
- What is the actual lead time from order to installation in your region?
- Are there references from customers in your area with similar mobility limitations?
Final AI Consensus Verdict
Independent Home is a mixed fit for Ultra-Low Entry Safety. The company advertises the right feature set—low-entry thresholds, grab bars, textured non-slip flooring, and a 17-inch ADA-compliant seat—and the Cube model's documented 3-inch step-in is genuinely competitive. However, the most important buyer criterion—the exact lowest practical entry height—cannot be confirmed for most models from public information. The company does not publish model-specific threshold heights, entry widths, door dimensions, or detailed grab-bar layouts. Competitors like Kohler and Safe Step provide transparent specifications; Independent Home does not.
For buyers with very limited leg lift or severe balance impairment, Independent Home should be considered only after obtaining a written model-specific specification sheet, measured entry dimensions, complete installation scope, and warranty terms. For those who require a verified sub-2-inch or near-zero entry threshold, a zero-entry shower or a competitor with independently documented ultra-low dimensions may be preferable. For buyers who value professional installation, customization, and a lifetime warranty—and who are willing to verify specifications directly—Independent Home remains a reasonable candidate, particularly the Cube model.
For a broader comparison of low-entry walk-in tub options, see the Ultra-Low Entry Safety consensus index. You can also browse all evaluated brands in the walk in tubs category directory.
How This Review Was Produced
This review was produced by aggregating fit-research responses from seven AI platforms: OpenAI, Anthropic, DeepSeek, Grok, Perplexity, Kimi, and Google. Each platform evaluated Independent Home against the Ultra-Low Entry Safety criteria: step-in threshold height, entry width, door design, grab bar placement, floor traction, seat height, leak protection, and installation requirements. The platforms drew on company-owned sources (independenthome.com and its subpages) and independent sources (ConsumerAffairs, Retirement Living, Caring.com, Forbes, USA Today Reviewed, Top10.com, ConsumersAdvocate.org, BestCompany, SeniorLiving.org, and Kohler's website for industry baseline comparison). The authoritative research date is 2026-08-13.
Methodology Limitations
- Platform-reported research dates differ from the authoritative run date. DeepSeek's research date is 2026-04-13, while the authoritative run date is 2026-08-13. This discrepancy is disclosed as a methodology limitation.
- Platform mentions count only platforms that named the entity during ranking discovery. All seven platforms evaluated fit, but only deepseek and perplexity named Independent Home during the ranking stage.
- The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
- Conflicting product names, pricing, and capabilities were not resolved by guessing. The "IH-LE" model designation, threshold height claims (2–4 inches vs. 3 inches vs. 5 inches), and pricing ranges ($4,995 base vs. $10,000–$17,000 installed) remain unresolved and are described as conflicts for the buyer to verify.
- Company safety and quality statements are not equivalent to independent fall-risk, traction, leak, or accessibility testing. Claims such as ADA compliance, rigorous testing, certified installers, and leak-proof performance were not independently verified.
- AI-platform agreement does not prove product quality. This review reports what the platforms found; it does not constitute independent testing.
- Kimi reported that its search results returned zero relevant information about Independent Home walk-in tubs, which limits the completeness of that platform's assessment.
Sources
Company-Owned Sources
- New York Walk-in Tubs | Designer Showers New Jersey: https://independenthome.com/
- Independent Home: Cleveland Independent Home Pages: https://independenthome.com/cleveland-independent-home-pages/
- Walk-In Bath Tubs in Orlando: https://independenthome.com/orlando-walk-in-tubs/
- Walk-In Tub Installation Process: https://independenthome.com/our-process/
- Walk in tubs in Phoenix: https://independenthome.com/phoenix-walk-in-tubs/
- Walk-In Tub Safety Features: https://independenthome.com/safety/
- Walk-In Tubs in New Jersey: https://independenthome.com/walk-in-tubs-in-west-hempstead/
- Walk In Tubs by Independent Home Products, LLC - Walk in Bathtubs: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFtLhEsd1RkzLi18YWvMXYYl5wlKBJzaLWIZpANhg4JIk77CI6BnmSsNIaDeWcy3tUzZ4j_IARPlHz9yqAbdnJ5wL6XcrcdmK1MLPSLPlfCRYL2r-jDHf5uFFjNuxP2jZkcFSrwBUB6DhLt
- Walk-In Tub Low Entry | KOHLER Walk-In Bath: https://www.kohlerwalkinbath.com/features/safety/low-safe-step-entry/
Additional AI research evidence41 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c4
- AI research evidence record google:c1
- AI research evidence record google:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c4
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:c3
- AI research evidence record anthropic:c5
- AI research evidence record openai:c8
- AI research evidence record anthropic:c6
- AI research evidence record grok:c1
- AI research evidence record google:c1
- AI research evidence record google:c2
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c15
- AI research evidence record google:c1
- AI research evidence record anthropic:c8
- AI research evidence record google:c2
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c14
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c3
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record anthropic:c6
- AI research evidence record openai:c8
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c6
- AI research evidence record google:c4
- AI research evidence record anthropic:c8
Independent Sources
- Independent Home Reviews - Walk In Tubs: https://bestcompany.com/walk-in-tubs/independent-home
- 9 Best Walk-In Tubs Of November 2023: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFz23ltDwv5sCfRoQzkQetNLZ9Py39KkXDt87RR2LKatLjU6DAIED4W8dSmiETOQ_HtqO5XevQSB7KV7Y-pSpCXapbvkntOE8nwBNXZsV-OzG20UvZE30BYz6EDOzOdzgYX-laGb5-HgnsMNX1wnIsgbOtu8LCbVTMeHum66l15qX7hTm7nyXIo6j1t9KFlQs4pOOkIy2ACNsg8oPClIjwNvBM=
- The Best Walk-In Tub Shower Combos of 2026: Reviewed: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHJa4dT9r2Ci3e6gr1ZXg3Cy0mPgOyEFy1Vpk2bqGHVtHgcYqYn5agveQ_9Qt8yWF_6QQD9oqterteDtMFTfxlJB6XUH2g9QkbxazHKmPNIh6Owt4-9ukb6os6OZ5xbPSVcZ2Iiw0_-oOBAvFJ1RSK3M5YyE7ij69E4bjvDfStbmAw-RLXjT1X9Efk=
- Independent Home Walk-In Tubs Review - Caring.com: https://www.caring.com/senior-products/best-walk-in-tubs/independent-home
- Independent Home Reviews (From First-hand Experiences: https://www.consumeraffairs.com/homeowners/independent-home.html
- 2026 Independent Home Reviews: Walk-in Tubs: https://www.consumersadvocate.org/walk-in-tubs/c/independent-home-review
- Best Walk-In Tubs (with Reviews & Costs) | Retirement Living: https://www.retirementliving.com/best-walk-in-tubs
- Independent Home Walk-In Tubs Review (2026: https://www.retirementliving.com/reviews/independent-home
- Search results provided for product-market-fit and pricing methodology, not Independent Home product specifications: https://www.salesforce.com/blog/sales/product-market-fit/
- The Complete 2026 Guide to Walk in Bathtubs for Seniors: https://www.seniorliving.org/walk-in-tubs/
- Independent Home Review: Hydrotherapy Walk-in Tubs: https://www.top10.com/walk-in-tubs/reviews/independent-home
Additional AI research evidence41 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c4
- AI research evidence record google:c1
- AI research evidence record google:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c4
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:c3
- AI research evidence record anthropic:c5
- AI research evidence record openai:c8
- AI research evidence record anthropic:c6
- AI research evidence record grok:c1
- AI research evidence record google:c1
- AI research evidence record google:c2
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c15
- AI research evidence record google:c1
- AI research evidence record anthropic:c8
- AI research evidence record google:c2
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c14
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c3
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record anthropic:c6
- AI research evidence record openai:c8
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c6
- AI research evidence record google:c4
- AI research evidence record anthropic:c8
Other Sources
- Low Threshold Walk-In Tubs | Safe, Easy Access Bathing | Shop Now: https://www.nikostile.com/walk-in-bathtubs/low-threshold-walk-in-tub-solutions
Additional AI research evidence41 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c4
- AI research evidence record google:c1
- AI research evidence record google:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c4
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:c3
- AI research evidence record anthropic:c5
- AI research evidence record openai:c8
- AI research evidence record anthropic:c6
- AI research evidence record grok:c1
- AI research evidence record google:c1
- AI research evidence record google:c2
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c15
- AI research evidence record google:c1
- AI research evidence record anthropic:c8
- AI research evidence record google:c2
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c14
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c3
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record anthropic:c6
- AI research evidence record openai:c8
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c6
- AI research evidence record google:c4
- AI research evidence record anthropic:c8
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
- 22
- Ranking mentions
- 2 of 7
- Platform share
- 29%
- Final consensus rank
- #4
Research trail and source mix
Platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
12 independent · 9 company-owned · 1 unclear
Evidence support
19 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 5543ee49d90cadce8e5b720039315468660ea13fc55311a80015a786a6cec819
