Answer Capsule
Boca Walk-In Tubs is a strong fit for Ultra-Low Entry Safety when the buyer's dominant requirement is the lowest published practical tub threshold. Three of the seven included platforms named Boca during the ranking stage (anthropic, google, perplexity), and Boca ranked first on google and perplexity and second on anthropic, for an average listed rank of 1.33. The strongest reason to consider Boca is its company-stated 2-inch step-in threshold across models, enabled by an internal frame that allows subfloor installation [1]. The main limitation is verification: entry width, seat height, grab-bar placement, floor traction, and final installed threshold are not published model-by-model, and most evidence is company-owned [3].
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 3 of 7 included platforms (anthropic, google, perplexity) |
| Share of included platform responses | 42.9% |
| Average listed rank | 1.33 |
| Best listed rank | 1 (google, perplexity) |
| Relevant product/model/plan | Boca Wide Walk-In Tub; Diamond Elite Series; Standard Walk-In Tub |
| Overall use-case fit | Strong (openai, anthropic, google, grok); good (perplexity); uncertain (deepseek, kimi) |
| Research date | 2026-09-27 |
Why Boca Walk-In Tubs Qualified for This Study
Questions This Section Answers
- Why did Boca Walk-In Tubs qualify for a walk-in tub study focused on ultra-low entry safety?
- How many AI platforms named Boca Walk-In Tubs during the ranking stage for low step-in thresholds?
Boca qualified because it was named during ranking discovery by three of the seven included platforms and because its central marketing claim maps directly onto the study's primary criterion. Boca states that every walk-in tub has a 2-inch step-in threshold, attributed to an internal frame that allows installation directly on the subfloor [4]. Google and perplexity both listed Boca at rank 1; anthropic listed it at rank 2. The remaining four included platforms evaluated Boca's fit but did not name it during ranking discovery, so their inclusion here reflects fit assessment rather than ranking support.
The company also publishes a product line broad enough to compare across bathroom layouts: seven sizes, including the Standard Walk-In Tub, the Wide Walk-In Tub, the Wide & Deep, the Petite Short, and a two-seater [6]. Boca's own site describes handcrafted production in Woodstock, Georgia, factory-direct pricing, and a showroom with all seven models on site (official:C1, official:C2).
The Product, Model, Plan, or Service Most Relevant to Ultra-Low Entry Safety
Questions This Section Answers
- Which Boca Walk-In Tubs model is best for a senior who needs the lowest possible step-in threshold?
- Is the Boca Wide Walk-In Tub or the Standard Walk-In Tub the better choice for ultra-low entry safety?
The Boca Wide Walk-In Tub is the configuration most platforms tied to this use case, with the Standard Walk-In Tub as the narrower alternative. Anthropic described the Wide model as 32"W x 56"L x 36"H with a 2-inch step-in, a grab bar, pillow and seat cushion, quick fill/drain, faucet options, and ADA-compliant materials and seat [9]. Boca's own product table shows 2 inches or less step-in across models including the Wide tub [10]. The Standard Walk-In Tub is listed with a 2-inch step-in threshold and is described by the company as the lowest in the industry [11].
The "Diamond Elite Series" name appeared in the ranking-stage recommendations from multiple platforms (openai, anthropic, google, grok, kimi, perplexity), but the reviewed public material does not clearly match that name to a current Boca model page. One independent review describes Diamond Elite tubs as manufactured in Boca Raton, Florida, ADA compliant, with a 17-inch non-slip seat and floor and no steel frame design [12], while Boca's own site describes Georgia manufacturing (official:C1). Buyers should treat "Diamond Elite" as a name to confirm in writing rather than a verified current product line.
What the AI Platforms Agreed About
Questions This Section Answers
- Do AI platforms agree that Boca Walk-In Tubs has a 2-inch step-in threshold for ultra-low entry safety?
- What safety features do AI platforms agree come standard on Boca Walk-In Tubs?
The clearest cross-platform agreement is the 2-inch step-in threshold. OpenAI, anthropic, grok, and perplexity all reported a 2-inch or "2 inches or less" threshold drawn from Boca-owned pages [13]. Google reported an ultra-low threshold of 0 to 2.5 inches depending on subfloor leveling, citing independent review pages (google:medi_source, google:retirement_living). ConsumerAffairs, an independent review source cited by both openai and perplexity, also reports Boca's 2-inch step-in threshold and describes the brand as accessibility-oriented [16].
Platforms also agreed on the mechanism: an internal frame that lets the tub sit on the subfloor rather than on external adjustable legs, which is what keeps the threshold low [14]. Agreement on included safety features was strong but less specific. A standard grab bar, an EZ Pull locking handle, a quick-fill/drain system, and ADA-compliant materials and seat are listed as standard [19]. Boca's own pricing page states that the 2-inch step-in, ADA-compliant materials, grab bar, quick-fill drain system, and pillow and seat cushion are included on every model (official:C2).
Fill and drain speed was reported consistently: under four minutes to fill and under two minutes to drain [21]. Boca's installation page states installation is typically completed in one day and includes removal of the existing tub [22].
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Why do some AI platforms rate Boca Walk-In Tubs as uncertain for ultra-low entry safety?
- Is Boca's 2-inch step-in threshold independently verified or only a company claim?
Fit ratings split. OpenAI, anthropic, google, and grok rated Boca a strong fit; perplexity rated it "good, not strongest"; deepseek and kimi rated it uncertain [24]. The split is not about the threshold claim itself but about verification depth. Deepseek found no published numeric threshold on the pages it reviewed and stated the claim could not be verified (deepseek:boca-home). Kimi reported that no published technical specifications could be verified for any of the eight evaluation criteria and that Boca's quote-only, dealer-mediated information model prevents evidence-based assessment (kimi:boca-2024-unclear).
Three specific conflicts are unresolved in the supplied evidence. First, threshold wording: Boca's official pages describe 2 inches as standard on every model, while older brochure language says 2 inches or less, and one independent review lists 2.25 inches [25]. Second, manufacturing location: Boca's own site says Woodstock, Georgia, while a third-party review says Boca Raton, Florida [26]. Third, warranty scope: Boca claims a lifetime warranty on parts and components, and one FAQ says self-install or local contractor installation still remains under warranty, while the installation page emphasizes Boca-managed installation and one-call service [27]. Google's sources also reference a one-year labor warranty when factory-trained installers are used, which conflicts with broader lifetime service language (google:retirement_living).
A platform-reported claim that Boca's 2-inch threshold is the "lowest in the industry" appears on company pages [29] but no independent verification of that competitive claim was located in the supplied material.
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- What grab bar, seat height, and floor traction specifications does Boca publish for ultra-low entry safety?
- Does a Boca Walk-In Tub still require the user to step over a threshold?
Boca's documented advantage is threshold height, not a complete published safety specification. The 2-inch threshold is the strongest documented fit factor for this use case [31]. It is not zero entry: the user still steps over the threshold and later steps out [33].
Entry width is unclear. Boca does not publish a model-specific door-opening width in the reviewed material. The FAQ states that a 30-inch tub requires at least a 24-inch door opening for installation, which is an installation-access requirement rather than the tub-door opening width [33]. The Wide model is described as fitting through 27–28-inch door casings or 30-inch pocket doors [35].
Grab bar placement is unclear. A grab bar is listed as standard on every tub, and one independent review describes bars as customizable and ADA-compliant, but the reviewed public specifications do not state exact location, number, orientation, or load rating [36].
Floor traction and seat height are partially documented. One independent review reports a 17-inch high ADA-compliant anti-slip seat and anti-slip floor as standard [37], and google's sources report anti-skid surfaces on both floor and seat (google:retirement_living). Boca's own pages describe ADA-compliant materials and seat but do not publish a model-specific slip-resistance rating, test method, or seat-height measurement [36]. ADA compliance alone does not establish a particular seat height, grab-bar layout, or slip-resistance performance for this use case.
Door design and leak protection are company-described. Boca describes an EZ Pull locking handle and a leak-proof door design, and google's sources describe a "Comfort-Curve" door intended for easier closing from a seated position with a leak-proof seal backed by a lifetime warranty [36]. No independent seal-life or leak-test data was located.
Fill and drain exposure is documented. Boca states the standard system fills in under four minutes and drains in under two minutes [39]. This may reduce, but does not eliminate, the need to remain seated while the door is closed and water is present [33].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does a Boca Walk-In Tub cost, and is installation included in the quoted price?
- What deposit and cancellation terms apply to a Boca Walk-In Tub order?
Boca publishes a starting price and a range, but not model-specific pricing. Boca's official pricing page states tubs start at $7,000, including the tub, installation by a Boca-certified installer, and removal of the existing tub, with configurations ranging from $7,000 to $20,000 or more depending on size and options [40]. A $1,000 deposit starts production, and the balance is due upon delivery and installation [40].
Third-party pricing conflicts with the official range. One independent review lists Diamond Elite model ranges of $3,000–$5,500 for Standard, $3,500–$6,000 for Wide, $4,500–$8,000 for Deep Soaker, $4,000–$7,000 for Wide/Deep, $7,000–$12,000 for Two-Seater, and $2,500–$4,500 for Petite variants, with prices stated to include professional installation [42]. Google's sources cite base tub shells around $4,000–$7,000 without installation and fully loaded setups up to $15,000–$30,000 with installation (google:retirement_living, google:consumer_affairs_costs). These figures come from third-party review sites, not official Boca quotes, and the basis for variation is unclear.
Additional costs are not clearly itemized. Potential site-specific electrical, plumbing, structural, platform, or remodeling work is not clearly itemized in the reviewed public pricing material [40]. Boca's FAQ states single-seat tubs require one 20-AMP GFCI outlet and the two-seater requires two [43]. Some models require a tankless or 80-gallon water heater, which may require an upgrade [44]. Financing interest, fees, and terms are not specified beyond a stated 12 months with no interest for qualified buyers [40].
Contract and cancellation terms are incomplete. Custom production is stated to take approximately four to six weeks [40]. The reviewed pages do not clearly state cancellation rights after the $1,000 deposit, refund terms, rescheduling fees, or treatment of custom-order returns [40]. Warranty activation must be completed within 30 days of installation [46]. Boca states a lifetime warranty on all parts and components and says the same warranty covers installation, but exclusions, labor limits, transferability, response times, and treatment of consequential water damage were not fully verified [47].
Best Suited For
Questions This Section Answers
- Who is Boca Walk-In Tubs best suited for in an ultra-low entry safety purchase?
- Is Boca Walk-In Tubs worth it for a senior whose main barrier is stepping over a tub wall?
Boca is best suited to buyers whose dominant barrier is stepping over a conventional tub wall or a higher walk-in-tub threshold. Seniors with balance issues, neuropathy, or limited leg lift who need the lowest published practical threshold are the clearest match [49]. Buyers who want a wide or standard tub with company-installed configuration and a built-in grab bar also fit [51].
Buyers who can confirm the installation will sit directly on the subfloor rather than on a platform are better positioned, because a platform installation may raise the threshold [53]. Households able to accommodate the electrical and door-width installation requirements also fit [54]. Buyers who value a company-managed install and lifetime parts coverage may find the offer structure relevant [55].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Boca Walk-In Tubs for ultra-low entry safety?
- Is Boca Walk-In Tubs a poor fit for a buyer who needs zero-threshold entry?
Boca is probably not best suited to users who need zero-threshold entry rather than a tub threshold. A 2-inch tub threshold is not zero entry and still requires the user to step over it and later step out [57]. Buyers who cannot safely remain seated while the tub fills and drains are also a poor fit, even with the stated quick-fill and drain times [57].
Buyers who require published, model-specific measurements for entry width, seat height, floor-traction coefficient, or exact grab-bar placement before ordering should not treat Boca as fully verified [57]. Buyers who need independently verified accessibility measurements before purchase, or who want to compare precise model-by-model pricing online, are also poorly matched [58]. Renters or temporary residents may not fit due to custom installation requirements and plumbing modifications [59].
When Another Option May Be Better
Questions This Section Answers
- When is a curbless shower a better alternative to Boca Walk-In Tubs for ultra-low entry safety?
- When should a buyer choose a different walk-in tub brand over Boca Walk-In Tubs?
A curbless or zero-threshold walk-in shower with a built-in seat may be preferable for someone unable to step over even 2 inches or unable to tolerate tub fill and drain time [60]. Another manufacturer may be better when it provides a documented lower or equivalent entry, a verified wider door opening, a measured transfer-height seat, or independently tested slip-resistant flooring that better matches the user's needs [60].
A different option may also be better when the bathroom cannot accommodate the tub without a platform or substantial structural, electrical, or plumbing work [60]. Buyers who require transparent model-level pricing or clearly published cancellation and warranty-exclusion terms may prefer a competitor with published terms [61]. Buyers who need a documented, independently verified step-in threshold in inches, or published grab bar, floor traction, and leak-test specifications before buying, should compare against brands that publish those measurements (deepseek:boca-home, kimi:boca-2024-unclear). Buyers seeking a budget-friendly pre-fabricated model under $3,000, or who want to avoid a four-to-six-week custom build lead time, may also look elsewhere (google:retirement_living, google:consumer_affairs_costs).
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Boca Walk-In Tubs before signing a contract for ultra-low entry safety?
- What written measurements should a buyer request from Boca before ordering a walk-in tub?
Ask Boca for the measured installed threshold height for the exact Wide, Diamond Elite, or Standard configuration at the specific address, and confirm whether the tub will sit directly on the existing subfloor or on a platform, and what the final threshold height would be if a platform is required [62]. Request the clear opening width of the walk-in door and whether the door opens inward or outward [62].
Request the seat height from the finished bathroom floor and whether it varies by model or installation method [62]. Ask where exactly the standard grab bar is located, its rated load, and whether additional bars can be installed at user-specific transfer positions [62]. Ask what flooring material and slip-resistance test or rating apply to the exact model [62].
Request the exact installed price including every selected safety feature, permits, demolition, disposal, electrical work, plumbing changes, and possible platform work [65]. Ask about deposit-cancellation, refund, delivery-delay, rescheduling, and custom-order terms [65]. Ask what the lifetime warranty excludes, who pays labor and shipping, and how leaks or water damage are handled [67]. Ask what the actual fill and drain time would be under the home's water pressure and drain configuration, and whether the buyer or a caregiver can inspect a comparable installed tub before signing [69].
Final AI Consensus Verdict
The consensus is a strong fit with a verification gap. Four of seven platforms rated Boca a strong fit for ultra-low entry safety, one rated it good, and two rated it uncertain (openai, anthropic, google, grok, perplexity, deepseek, kimi). The 2-inch step-in threshold is the strongest documented advantage and is reported consistently across company-owned pages and independent reviews [70]. Boca should not be treated as fully verified for this use case until the buyer obtains written, model-specific measurements for door opening, seat height, grab-bar placement, floor traction, final installed threshold, and warranty exclusions [73].
How This Review Was Produced
This review evaluates Boca Walk-In Tubs only for the Ultra-Low Entry Safety use case, using fit-research responses supplied by seven AI platforms: openai, anthropic, deepseek, grok, kimi, google, and perplexity. Each platform assessed Boca against the study criteria: step-in threshold height, entry width, door design, grab bar placement, floor traction, seat height, leak protection, and installation requirements. Ranking-stage mentions were counted only where a platform named Boca during discovery. Fit ratings, pricing, and product names were taken from the supplied platform responses and their cited sources. No independent testing, customer experience, or medical benefit is claimed. The consensus index for this category is available at Ultra-Low Entry Safety, and the broader category directory is at walk in tubs.
Methodology Limitations
Platform-reported research dates differ from the authoritative run date of 2026-09-27. Anthropic reported 2026-01-15 and deepseek reported 2026-06-01; the other five platforms reported 2026-09-27. These dates are provenance metadata and do not independently prove freshness.
Company-owned citations materially outnumber independent citations in the supplied evidence, so company claims should not be described as independently verified. The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Citations are platform-reported evidence, not independently verified facts. Deepseek's response was produced with search disabled, so its findings reflect model knowledge rather than retrieved pages and require explicit verification before being treated as current facts.
Conflicting product names, pricing, and capabilities were not resolved by guessing. The "Diamond Elite Series" name, the manufacturing location conflict, the threshold wording conflict, and the warranty scope conflict are described as unresolved and flagged for buyer verification. Missing research was not interpreted as disagreement.
Sources
Company-Owned Sources
- Boca Walk-In Tubs — Official Website: https://bocawalkintubs.com/
- Walk-In Tub and Shower Installation - Boca Walk-In Tubs & Showers: https://bocawalkintubs.com/about/installation/
- Boca Walk-In Tub Features: https://bocawalkintubs.com/features/
- Walk-In Tub Cost Guide 2026: https://bocawalkintubs.com/pricing/
- Frequently Asked Questions - Boca Walk-In Tubs & Showers: https://bocawalkintubs.com/resources/faq/
- Walk-In Tub Installation Videos - Boca Walk-In Tubs & Showers: https://bocawalkintubs.com/resources/walk-in-tub-installation-videos/
- Activate Your Boca Walk-In Tub Lifetime Warranty: https://bocawalkintubs.com/resources/warranty-information-form/
- Walk In Tubs - Boca Walk-In Tubs & Showers: https://bocawalkintubs.com/walk-in-tubs/
- Petite Short Tub - Boca Walk-In Tubs & Showers: https://bocawalkintubs.com/walk-in-tubs/petite-short-tub/
- Standard Walk-In Tub - Boca Walk-In Tubs & Showers: https://bocawalkintubs.com/walk-in-tubs/standard-tub/
- Wide & Deep Walk-In Tub - Boca Walk-In Tubs & Showers: https://bocawalkintubs.com/walk-in-tubs/wide-deep-tub/
- Wide Walk-In Tub - Boca Walk-In Tubs & Showers: https://bocawalkintubs.com/walk-in-tubs/wide-tub/
- FAQ | Boca Walk-In Tubs: https://www.bocawalkintubs.com/frequently-asked-questions
- Walk-In Bathtub Designs & Features: https://www.bocawalkintubs.com/tub-design
- Official pricing and terms source: https://bocawalkintubs.com/pricing/current-offers/
Additional AI research evidence73 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c5
- AI research evidence record perplexity:c8
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c11
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c6
- AI research evidence record openai:c6
- AI research evidence record perplexity:c9
- AI research evidence record anthropic:c4
- AI research evidence record openai:c3
- AI research evidence record anthropic:c9
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:c11
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c5
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c2
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:c5
- AI research evidence record openai:c3
- AI research evidence record anthropic:c9
- AI research evidence record perplexity:c6
- AI research evidence record openai:c4
- AI research evidence record openai:c8
- AI research evidence record perplexity:c7
- AI research evidence record anthropic:c10
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c8
- AI research evidence record perplexity:c4
- AI research evidence record openai:c5
- AI research evidence record perplexity:c2
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:c5
- AI research evidence record openai:c2
- AI research evidence record perplexity:c3
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c2
- AI research evidence record perplexity:c6
- AI research evidence record anthropic:c2
- AI research evidence record openai:c2
- AI research evidence record openai:c8
- AI research evidence record openai:c2
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c9
- AI research evidence record openai:c8
- AI research evidence record perplexity:c7
- AI research evidence record openai:c5
- AI research evidence record perplexity:c2
- AI research evidence record openai:c4
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c9
- AI research evidence record openai:c2
Independent Sources
- Boca Walk-in Tubs Prices Review - Senior Comfort Walk-in Tubs: https://seniorcomfortwalkintubs.com/boca-walk-in-tubs-prices-review/
- Why Are Walk-in Tubs So Expensive? (2026) | ConsumerAffairs®: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQELRVmFbgVmV20TDLUW3A1_8HJub-pWMXfFX41gp_DDgZQShvWeZnUzZ_W6ZTo9fEaS7WIdSFwgfQlhlg11LPdv6cMdTl-fNdTWmmP-j7jMwMIQxKLwtlw_JdNrrNJLA__eC9P8hR_8khy7zIAxVH2Cg9yuVz35R8Idm8tbWJV7-M-B9w8pA6I=
- Boca Walk-In Tubs For Sale near Atlanta, GA - Medi-Source Home Medical: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEyJqqK8a6cCPPgDPsi5ZBuXmgQB_PQFZ8lcu9kMlyLRLukcr6KsYSqt-tWMoNPHWhIh4D7I9TYYZvrpO32VqInZXG0wDo5Mhzfv9Nh5h0AYjp9gO7MYsyqG-_tIlA=
- Boca Walk-In Tubs Review (2026): With Costs - Retirement Living: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGm4CJUy1BXRM2uVssDaf6TfCvrDsGzOItNSlRO1CivfqX4wbfIZ4tTkrxcD_xY2ua5TEvlXK44ZN79CLiBMz9-gJO8NaA6_1mtubdX9-BNfrZtZrxhFx4dP5Hhn0dWbRduuTzQWI78MqnrsPjFkuXL
- Boca Walk-In Tubs Reviews from Real Customers: https://www.consumeraffairs.com/homeowners/bathing-safety-walkin-bathtubs.html
- The Best Walk-in Tubs: Costs, Features, & More: https://www.consumeraffairs.com/homeowners/walk-in-bathtubs/
- Boca Walk-In Tubs Review (2026): With Costs: https://www.retirementliving.com/reviews/boca-walk-in-tubs
- Boca Walk-In Tubs Review and Cost - Walk-in Tubs Guide: https://www.walkintubsguide.net/boca-walk-in-tubs/
Additional AI research evidence73 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c5
- AI research evidence record perplexity:c8
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c11
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c6
- AI research evidence record openai:c6
- AI research evidence record perplexity:c9
- AI research evidence record anthropic:c4
- AI research evidence record openai:c3
- AI research evidence record anthropic:c9
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:c11
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c5
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c2
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:c5
- AI research evidence record openai:c3
- AI research evidence record anthropic:c9
- AI research evidence record perplexity:c6
- AI research evidence record openai:c4
- AI research evidence record openai:c8
- AI research evidence record perplexity:c7
- AI research evidence record anthropic:c10
- AI research evidence record perplexity:c3
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c8
- AI research evidence record perplexity:c4
- AI research evidence record openai:c5
- AI research evidence record perplexity:c2
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:c5
- AI research evidence record openai:c2
- AI research evidence record perplexity:c3
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c2
- AI research evidence record perplexity:c6
- AI research evidence record anthropic:c2
- AI research evidence record openai:c2
- AI research evidence record openai:c8
- AI research evidence record openai:c2
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c9
- AI research evidence record openai:c8
- AI research evidence record perplexity:c7
- AI research evidence record openai:c5
- AI research evidence record perplexity:c2
- AI research evidence record openai:c4
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c9
- AI research evidence record openai:c2
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
- 7
- Source records
- 23
- Ranking mentions
- 3 of 7
- Platform share
- 43%
- Final consensus rank
- #5
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
8 independent · 15 company-owned
Evidence support
14 direct · 6 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 e2909cbacbc810a96b7e09007a72e484e46e0f04de4786f8cfc25106fea809d6
