AI Consensus Fit Review

Ella's Bubbles for Gentle Air Massage Bathing: AI Consensus Fit Review

Ella's Bubbles is a strong fit for older adults seeking Gentle Air Massage Bathing.

Situation-specific fit reviewA focused review of how this provider fits the needs addressed by this research category.
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Ella's Bubbles for Gentle Air Massage Bathing: AI Consensus Fit Review hero image
walk-in-tubsPublished by Aging in Place Index to support informed aging-in-place decisions.

Answer Capsule

Ella's Bubbles is a strong fit for older adults seeking Gentle Air Massage Bathing. Six of seven AI platforms named Ella's Bubbles during the ranking stage, and five of seven rated it a "strong" fit for this specific use case. The strongest reason to consider it: the company offers dedicated air-only configurations with three-speed variable intensity control, strategically placed air jets, and an automatic purge drying cycle that addresses hygiene concerns. The main limitation: installation is buyer-arranged and not included in the tub price, creating significant cost variability and coordination burden. Buyers should also note that noise levels, exact fill/drain times, and model-specific pricing are not consistently published.

Research Snapshot

MetricValue
Platform mentions in ranking stage6 of 7 platforms
Share of included platform responses86%
Average listed rank1.17
Best listed rank1
Relevant product/model/planCapri Acrylic Outward Swing Door Walk-In Bathtub (Air Massage Package); Deluxe stainless-steel-door walk-in tub with Air Jet Massage System
Overall use-case fitStrong (5 platforms rated strong; 2 rated good)
Research date2026-08-13

Why Ella's Bubbles Qualified for This Study

Ella's Bubbles qualified because six of seven AI platforms independently named the company during the ranking stage for best walk-in tubs with air jets. The company was ranked #1 by five platforms (Anthropic, Google, Kimi, OpenAI, Perplexity) and #2 by one platform (Grok). Only DeepSeek did not name Ella's Bubbles during ranking discovery, though it did provide a fit assessment when asked directly.

The platforms identified Ella's Bubbles as relevant because the company offers multiple walk-in tub models with dedicated air jet massage systems, including air-only configurations that align with the target buyer's preference for softer, spa-style massage rather than high-pressure hydrotherapy [1].

The Product, Model, Plan, or Service Most Relevant to Gentle Air Massage Bathing

The most relevant products are the air-only or air-focused configurations of Ella's Bubbles walk-in tubs. The platforms most frequently cited the Capri Acrylic Outward Swing Door Walk-In Bathtub with Air Massage Package and the Deluxe stainless-steel-door walk-in tub with Air Jet Massage System as the clearest matches for gentle air massage [4].

Other relevant models include:

  • Elite stainless-steel-door walk-in tub with Air Jet Massage System and optional heated seat/back [7]
  • Royal 32×52 inward swing walk-in tub with Air Package
  • Transfer60 wheelchair-transfer tub with 13-jet Air Jet Massage System [8]
  • Care Assist XL wheelchair-transfer tub with 20-jet Air Jet Massage System [9]
  • Ultimate model with 17 air jets, dual drain, and auto-purge drying [10]
  • LayDown72 with Infusion MicroBubble Therapy [12]

The Capri and Deluxe air packages are the clearest matches because they are described as air-focused configurations with 16 air jets in an eight-upper/eight-lower layout [4].

What the AI Platforms Agreed About

Strong agreement: Air jet systems deliver gentle massage

All seven platforms agreed that Ella's Bubbles air jet systems are designed for gentle, low-pressure massage rather than intense hydrotherapy. The company describes air jets as delivering "gentle massage" by pulling in air and blowing it into the water, in contrast to high-pressure hydro jets [13]. This aligns directly with the target buyer's preference.

Strong agreement: Three-speed variable intensity control

Six platforms cited the three-speed variable push control as a key feature. This allows users to dial down the air flow to a gentler level [16]. Google described this as letting bathers "scale down air flow to a delicate whisper-soft bubble massage" [19].

Strong agreement: Auto-purge drying cycle

Six platforms noted the auto-purge system, which activates 20 minutes after bathing and runs for 120 seconds to expel excess water and bacteria from the air lines [16]. This is described as a hygiene and maintenance advantage, though platforms noted it does not eliminate routine tub cleaning.

Strong agreement: Air jet coverage is broad

Platforms consistently described air jet layouts targeting the back, hips, thighs, feet, and calves. The Capri and Deluxe models feature 16 air jets in an eight-upper/eight-lower configuration [16]. Jet counts range from 13 to 24 depending on model [23].

Majority agreement: Installation is buyer-arranged

Five platforms noted that Ella's Bubbles does not bundle installation with the tub price. Buyers must hire their own contractors for plumbing, electrical work, and any bathroom modifications [22]. This contrasts with some competitors that offer turnkey installation packages.

Majority agreement: Warranty is limited lifetime on parts

Five platforms described the limited lifetime warranty covering the tub shell, frame, and door seal for the original purchaser at the original installation address. Labor and installation are excluded, and the warranty is non-transferable [28].

Where the AI Platforms Disagreed or Were Uncertain

Noise level: No data available

All platforms that addressed noise agreed that no independent decibel ratings or comparable noise tests were located. This is a significant gap for noise-sensitive buyers. Kimi noted air jet systems are "generally quieter than hydro jet systems" but could not provide specific data [30]. Anthropic flagged this as a concern for light sleepers [31].

Fill and drain speed: Conflicting claims

Platforms reported different figures. Anthropic cited dual drain technology draining in as few as 80 seconds with fast-fill faucets up to 16 GPM [32]. Perplexity reported Ella's statement that some tubs fill in about 10 minutes to the safe hydro-jet level plus about 6 more minutes to the overflow [33]. OpenAI noted faucet flow of up to approximately 18 gallons per minute under ideal conditions on some models [34]. No universal measured time was verified.

Air jet counts: Inconsistent across sources

OpenAI flagged that Transfer60 information appears inconsistent, with one page describing 17 air jets and another describing 13 [35]. Google reported models ranging from 16 to 24 air jets [36]. Kimi cited 13 jets for Transfer60 and 20+ for Care Assist XL [30]. The exact jet count depends on the package and should be confirmed in the final written specification.

Pricing: Wide variation across sources

Platforms reported significantly different price ranges:

  • NCOA: $2,957–$9,495 before installation [38]
  • This Old House (via Anthropic): $2,521–$12,696
  • Walkintubsguide.net (via Anthropic): $4,500–$5,500 typical range
  • Kimi: approximately $5,000–$12,000+ depending on model
  • OpenAI: Ultimate model listed at $6,566–$7,164 before installation [41]

Anthropic noted these differences likely reflect time lag and model mix variation [38].

Air-only vs. combination packages: Requires verification

Several platforms noted that some models bundle air and hydro jets together, and air-only configurations must be specified at purchase [42]. DeepSeek noted the official website does not clearly state the type of air jet system for each model [44].

Use-Case-Specific Features and Capabilities

Air jet coverage: Advantage

The Deluxe air configuration has 16 air jets: eight upper jets for the back, hips, and thighs and eight lower jets for the feet and calves [45]. The Capri is also listed with 16 air jets in an eight-upper/eight-lower layout [46]. LayDown models feature up to 24 therapeutic air massage jets [47]. This is well aligned with broad, gentle coverage rather than concentrated high-pressure hydrotherapy.

Massage intensity settings: Advantage

Ella states its air system uses a three-speed variable push control [45]. This supports adjustment toward a gentler experience, although no independent testing confirms the actual pressure range or comfort at each setting.

Auto-purge drying: Advantage

The air system activates 20 minutes after bathing and runs for 120 seconds to expel excess water and bacteria from the air lines [45]. This is a meaningful hygiene and maintenance advantage, but it does not eliminate routine tub cleaning.

Seat comfort and accessibility: Advantage

Ella's Bubbles offers different form factors, including outward-swing and wheelchair-transfer models. The Ultimate is described as having a longer seat and additional leg and hip room [51]. The Standard60 has a 21-inch molded seat [52]. The Capri features a 20-inch wide seat [53]. Exact seat dimensions vary by model and should be verified against the buyer's body size and transfer method.

Noise level: Unclear

No independent decibel rating or comparable noise test was located in the reviewed sources [45]. Pump noise for the air system is therefore unclear.

Cleaning requirements: Neutral

Auto-purge is intended to reduce retained moisture and buildup in the air lines, but the reviewed product information does not establish that it replaces manual cleaning. Anthropic cited a recommendation for monthly cleaning with white vinegar and running jets for 10–15 minutes [56].

Fill and drain speed: Unclear

Ella lists faucet flow of up to approximately 18 gallons per minute under ideal conditions on some models [52] and uses dual-drain technology on certain models [57]. Anthropic reported dual drain technology draining in as few as 80 seconds [58]. Actual fill and drain time depends on water pressure, plumbing, drain configuration, and installation.

Electrical and installation requirements: Limitation

The reviewed specifications require a dedicated 110/120-volt, 20-amp GFCI-protected circuit for relevant air/hydro configurations [59]. Installation may require plumbing, electrical, bathroom remodeling, and water-heater work [60].

Pricing, Fees, Contracts, and Ongoing Costs

Known costs

ItemCost RangeSource
Ultimate acrylic walk-in tub$6,566–$7,164 before installation[61]
Capri models$4,357–$7,616[62]
General walk-in tub range$2,957–$9,495 before installation[63]
Installation labor$1,400–$10,750 (buyer-arranged)[63]
Ella's published installation labor guidanceApproximately $360–$1,040[66]
Total installed range$3,500–$20,000+[63]

Pricing transparency

Pricing confidence varies by platform. Google rated pricing confidence "high" [64], while OpenAI rated it "moderate" [66], and Perplexity and DeepSeek rated it "low" [65]. DeepSeek noted pricing is not publicly disclosed and requires direct consultation [67].

Contract and warranty terms

  • Limited lifetime warranty on tub shell, frame, and door seal for the original purchaser at the original installation address [68]
  • Thermostatic control valve faucet covered 1 year only [63]
  • Labor and installation excluded from warranty [68]
  • Warranty non-transferable and void if tub relocated [69]
  • Warranty activation paperwork required after installation [69]
  • No in-house financing or promotional financing programs reported [63]
  • Military/veteran 5% discount available by phone [63]
  • Senior citizen discount available by phone [63]

Additional fees

Installation, demolition, plumbing, electrical work, bathroom remodeling, water-heater upgrades, delivery, accessories, and selected therapy options may add cost [66]. The exact surcharge for an air-only package, heated seat/back, digital controls, microbubble therapy, or wheelchair-transfer configuration is unclear from the reviewed public pages [66].

Best Suited For

Ella's Bubbles is best suited for:

  • Older adults wanting adjustable, low-pressure air massage for the back, hips, thighs, feet, and calves [70]
  • Buyers who value automatic air-line drying after bathing to reduce maintenance [70]
  • Buyers needing accessible formats such as wheelchair-transfer or outward-swing-door models [74]
  • Purchasers comparing multiple tub sizes, seats, door types, and air-jet layouts across a wide model range [76]
  • Buyers comfortable arranging independent installation to potentially reduce total cost [77]
  • Those prioritizing long-term reliability with a lifetime parts warranty and U.S.-based assembly [77]

Probably Not Best Suited For

Ella's Bubbles is probably not best suited for:

  • Buyers requiring a quiet product with independently verified noise measurements [78]
  • Buyers seeking the fastest possible fill and drain performance without confirming household plumbing capacity [80]
  • Buyers needing a fully installed, single-price package before site inspection [81]
  • Buyers wanting only minimal features at the lowest total cost [83]
  • Buyers requiring high-pressure hydrotherapy jets for deep muscle relief [84]
  • Buyers who want in-house financing or lease options [82]
  • Buyers who value tub transferability or resale flexibility given the non-transferable warranty [86]
  • Buyers wanting luxury-brand finishes and design customization beyond standard chrome/brushed nickel options [82]

When Another Option May Be Better

Platforms identified several scenarios where another option may be better:

  • Turnkey installation: If the buyer requires full white-glove installation bundled with purchase, competitors like Kohler or Endurance offer this in select markets [87].
  • Maximum hydrotherapy intensity: If the buyer prioritizes deep muscle massage over gentle air massage, competitors like Kohler or American Standard may be better [89].
  • Quiet operation: If the buyer needs verified decibel data, competitors may publish noise ratings [91].
  • Heated surfaces: If the buyer prioritizes heated back/shoulder warmth, the Kohler Bask system offers this [92].
  • In-house financing: If the buyer needs financing options, some competitors offer this [87].
  • Simpler soaking tub: If the buyer wants a simpler tub with fewer pumps and lower maintenance complexity [93].

Questions to Verify Before Buying

Before purchasing, verify the following with Ella's Bubbles or an authorized dealer:

  1. Configuration: For the exact SKU, is the configuration air-only, air-plus-hydro, or air-plus-microbubble? [94]
  2. Jet count and placement: How many air jets are included, and where exactly are they positioned? [94]
  3. Intensity control: Does the selected model retain three-speed air control when ordered without hydro jets? [96]
  4. Noise level: What is the measured sound level of the air pump at each setting? [96]
  5. Fill and drain times: What are the expected fill and drain times using the buyer's existing water pressure, drain size, and hot-water capacity? [98]
  6. Electrical requirements: Is a dedicated 20-amp GFCI circuit already available, and will electrical work be required? [94]
  7. Cleaning procedures: What routine cleaning solution, frequency, and procedure does Ella require in addition to auto-purge? [99]
  8. Dimensions: What are the seat width, seat height, door clearance, threshold, and transfer dimensions? [100]
  9. Total delivered price: What is the complete delivered price, including shipping, accessories, taxes, installation, demolition, plumbing, electrical work, and disposal? [101]
  10. Warranty responsibility: Who is responsible for installation defects, service calls, and labor under the warranty? [102]
  11. Return and cancellation terms: What are the return, cancellation, restocking, delivery-damage, and cancellation terms for the exact purchase channel? [101]
  12. Specification sheet: Can the seller provide the final model-specific specification sheet and warranty certificate before payment? [94]

Final AI Consensus Verdict

The AI platforms reached a strong consensus that Ella's Bubbles is a good-to-strong fit for gentle air massage bathing. Five platforms rated it "strong" (Google, Grok, Kimi, OpenAI, Perplexity) and two rated it "good" (Anthropic, DeepSeek). The company's air jet systems provide three-speed variable intensity control, distributed air jet coverage, and automatic purge drying—features that align directly with the target buyer's preference for softer, spa-style massage.

The main buying risks are unverified noise levels, uncertain real-world fill/drain performance, configuration-specific pricing, and inconsistent published jet counts. The most significant structural limitation is that installation is buyer-arranged and not included in the tub price, creating cost variability and coordination burden.

For older adults who want a gentle air massage experience and are comfortable managing their own installation, Ella's Bubbles is a strong option. Choose an air-only package where possible, obtain a model-specific written quote, and verify installation and service terms before purchase.

How This Review Was Produced

This review was produced by aggregating fit-research responses from seven AI platforms: Anthropic, DeepSeek, Google, Grok, Kimi, OpenAI, and Perplexity. Each platform evaluated Ella's Bubbles against eight criteria for gentle air massage bathing: air jet coverage, massage intensity settings, auto-purge drying cycle, seat comfort, noise level, cleaning requirements, fill/drain speed, and total installed cost.

The authoritative research date for this study is 2026-08-13. Platform-reported research dates range from 2026-04-10 (DeepSeek) to 2026-08-20 (all other platforms). These platform-reported dates are provenance metadata and do not independently prove freshness.

The entity ranking statistics reflect which platforms named Ella's Bubbles during the ranking discovery stage. Six of seven platforms named the company; DeepSeek did not name it during ranking but provided a fit assessment when asked directly.

Methodology Limitations

Several limitations apply to this review:

  • Company-owned citations materially outnumber independent citations. Of 27 deduplicated sources, 18 are company-owned (ellasbubbles.com) and 9 are independent. Company claims about therapeutic benefits, jet counts, and auto-purge effectiveness should not be treated as independently verified.

  • 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's research date of 2026-04-10 predates the run date of 2026-08-13.

  • Pricing conflicts were not resolved. Platforms reported different price ranges, likely reflecting time lag and model mix variation. Buyers should obtain a model-specific written quote.

  • No independent noise data was found. All platforms noted the absence of decibel ratings.

  • No independently measured fill or drain times were found. Reported figures are company claims.

  • Air jet counts are inconsistent across sources. The exact jet count depends on the package and should be confirmed in the final written specification.

  • AI-platform agreement does not prove product quality. The consensus reflects the platforms' assessment of available information, not independent testing.

Explore more walk in tubs guidance in the category directory.

Sources

Company-Owned Sources

  • Ella's Bubbles - Walk-In Tubs and Showers: https://ellasbubbles.com/
  • Capri Acrylic Outward Swing Door Walk-In Bathtub Specifications: https://ellasbubbles.com/pdf/Ella_Capri_Walk_In_Bathtub_SPECIFICATIONS.pdf
  • Ella Walk In Bathtub Limited Lifetime Warranty: https://ellasbubbles.com/pdf/ellasbubbles_warranty.pdf
  • Ultimate Walk-In Tub: 17 Hydro & Air Jets | Ella's Bubbles: https://ellasbubbles.com/product/ultimate-walk-in-tub/
  • Walk-In Tub FAQ - Questions Answered - Ella's Bubbles: https://ellasbubbles.com/walk-in-tub/faq/
  • How to Choose a Walk In Bathtub | Ella's Bubbles: https://ellasbubbles.com/walk-in-tub/how-to-choose-a-walk-in-bathtub/
  • Walk-in Tub Cost & Prices in 2026: https://ellasbubbles.com/walk-in-tub/install-cost/
  • Therapies & Features | Ella's Bubbles Walk In Tubs: https://ellasbubbles.com/walk-in-tub/therapies-features/
  • Air Massage Jets - Therapy | Ella's Bubbles Walk In Tubs: https://ellasbubbles.com/walk-in-tub/therapies-features/air-massage-jets/
  • Elite Walk In Tub with Stainless Steel Door | Ella's Bubbles: https://ellasbubbles.com/walk-in-tubs/stainless-steel-door/elite/
  • Therapies & Features | Ellas Bubbles Walk In Tubs: https://ellasbubbles.com/walk-in-tubs/therapies-features/
  • Capri Walk-In Tub - Outward Swing Door: https://ellasbubbles.com/walk-in-tubs/u-shape-door/capri/
  • Additional AI research evidence102 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:c1
    3. AI research evidence record perplexity:c2
    4. AI research evidence record openai:c1
    5. AI research evidence record openai:c2
    6. AI research evidence record anthropic:c1
    7. AI research evidence record anthropic:c7
    8. AI research evidence record deepseek:c1
    9. AI research evidence record perplexity:c1
    10. AI research evidence record openai:c3
    11. AI research evidence record anthropic:c4
    12. AI research evidence record kimi:c1
    13. AI research evidence record anthropic:c2
    14. AI research evidence record perplexity:c2
    15. AI research evidence record perplexity:c3
    16. AI research evidence record openai:c1
    17. AI research evidence record openai:c2
    18. AI research evidence record anthropic:c1
    19. AI research evidence record google:c1
    20. AI research evidence record anthropic:c7
    21. AI research evidence record google:c3
    22. AI research evidence record anthropic:c5
    23. AI research evidence record deepseek:c1
    24. AI research evidence record google:c2
    25. AI research evidence record google:c4
    26. AI research evidence record google:c5
    27. AI research evidence record openai:c7
    28. AI research evidence record openai:c6
    29. AI research evidence record perplexity:c4
    30. AI research evidence record kimi:c1
    31. AI research evidence record anthropic:c12
    32. AI research evidence record anthropic:c14
    33. AI research evidence record perplexity:c1
    34. AI research evidence record openai:c4
    35. AI research evidence record openai:c5
    36. AI research evidence record google:c2
    37. AI research evidence record google:c4
    38. AI research evidence record anthropic:c19
    39. AI research evidence record google:c6
    40. AI research evidence record perplexity:c6
    41. AI research evidence record openai:c3
    42. AI research evidence record anthropic:c16
    43. AI research evidence record perplexity:c5
    44. AI research evidence record deepseek:c1
    45. AI research evidence record openai:c1
    46. AI research evidence record openai:c2
    47. AI research evidence record google:c4
    48. AI research evidence record anthropic:c1
    49. AI research evidence record google:c1
    50. AI research evidence record anthropic:c7
    51. AI research evidence record anthropic:c10
    52. AI research evidence record openai:c4
    53. AI research evidence record anthropic:c9
    54. AI research evidence record anthropic:c12
    55. AI research evidence record perplexity:c2
    56. AI research evidence record anthropic:c13
    57. AI research evidence record openai:c3
    58. AI research evidence record anthropic:c14
    59. AI research evidence record openai:c5
    60. AI research evidence record openai:c7
    61. AI research evidence record openai:c3
    62. AI research evidence record grok:c1
    63. AI research evidence record anthropic:c19
    64. AI research evidence record google:c6
    65. AI research evidence record perplexity:c6
    66. AI research evidence record openai:c7
    67. AI research evidence record deepseek:c1
    68. AI research evidence record openai:c6
    69. AI research evidence record perplexity:c4
    70. AI research evidence record openai:c1
    71. AI research evidence record anthropic:c1
    72. AI research evidence record anthropic:c7
    73. AI research evidence record google:c1
    74. AI research evidence record kimi:c1
    75. AI research evidence record perplexity:c1
    76. AI research evidence record anthropic:c18
    77. AI research evidence record anthropic:c19
    78. AI research evidence record openai:c1
    79. AI research evidence record anthropic:c12
    80. AI research evidence record openai:c4
    81. AI research evidence record google:c5
    82. AI research evidence record anthropic:c19
    83. AI research evidence record openai:c7
    84. AI research evidence record anthropic:c3
    85. AI research evidence record deepseek:c1
    86. AI research evidence record perplexity:c4
    87. AI research evidence record anthropic:c19
    88. AI research evidence record google:c5
    89. AI research evidence record deepseek:c1
    90. AI research evidence record anthropic:c3
    91. AI research evidence record anthropic:c12
    92. AI research evidence record kimi:c1
    93. AI research evidence record openai:c7
    94. AI research evidence record openai:c5
    95. AI research evidence record anthropic:c16
    96. AI research evidence record openai:c1
    97. AI research evidence record anthropic:c12
    98. AI research evidence record openai:c4
    99. AI research evidence record anthropic:c13
    100. AI research evidence record anthropic:c9
    101. AI research evidence record openai:c7
    102. AI research evidence record openai:c6

Independent Sources

  • Ella's Bubbles Walk-In Tubs: All 20 Models Compared - AgingInPlace.org: https://aginginplace.org/walk-in-tubs/ella-review/
  • Ella's Bubbles Reviews (From First-hand Experiences) | ConsumerAffairs: https://www.consumeraffairs.com/homeowners/ella-walk-in-baths.html
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  • Additional AI research evidence102 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:c1
    3. AI research evidence record perplexity:c2
    4. AI research evidence record openai:c1
    5. AI research evidence record openai:c2
    6. AI research evidence record anthropic:c1
    7. AI research evidence record anthropic:c7
    8. AI research evidence record deepseek:c1
    9. AI research evidence record perplexity:c1
    10. AI research evidence record openai:c3
    11. AI research evidence record anthropic:c4
    12. AI research evidence record kimi:c1
    13. AI research evidence record anthropic:c2
    14. AI research evidence record perplexity:c2
    15. AI research evidence record perplexity:c3
    16. AI research evidence record openai:c1
    17. AI research evidence record openai:c2
    18. AI research evidence record anthropic:c1
    19. AI research evidence record google:c1
    20. AI research evidence record anthropic:c7
    21. AI research evidence record google:c3
    22. AI research evidence record anthropic:c5
    23. AI research evidence record deepseek:c1
    24. AI research evidence record google:c2
    25. AI research evidence record google:c4
    26. AI research evidence record google:c5
    27. AI research evidence record openai:c7
    28. AI research evidence record openai:c6
    29. AI research evidence record perplexity:c4
    30. AI research evidence record kimi:c1
    31. AI research evidence record anthropic:c12
    32. AI research evidence record anthropic:c14
    33. AI research evidence record perplexity:c1
    34. AI research evidence record openai:c4
    35. AI research evidence record openai:c5
    36. AI research evidence record google:c2
    37. AI research evidence record google:c4
    38. AI research evidence record anthropic:c19
    39. AI research evidence record google:c6
    40. AI research evidence record perplexity:c6
    41. AI research evidence record openai:c3
    42. AI research evidence record anthropic:c16
    43. AI research evidence record perplexity:c5
    44. AI research evidence record deepseek:c1
    45. AI research evidence record openai:c1
    46. AI research evidence record openai:c2
    47. AI research evidence record google:c4
    48. AI research evidence record anthropic:c1
    49. AI research evidence record google:c1
    50. AI research evidence record anthropic:c7
    51. AI research evidence record anthropic:c10
    52. AI research evidence record openai:c4
    53. AI research evidence record anthropic:c9
    54. AI research evidence record anthropic:c12
    55. AI research evidence record perplexity:c2
    56. AI research evidence record anthropic:c13
    57. AI research evidence record openai:c3
    58. AI research evidence record anthropic:c14
    59. AI research evidence record openai:c5
    60. AI research evidence record openai:c7
    61. AI research evidence record openai:c3
    62. AI research evidence record grok:c1
    63. AI research evidence record anthropic:c19
    64. AI research evidence record google:c6
    65. AI research evidence record perplexity:c6
    66. AI research evidence record openai:c7
    67. AI research evidence record deepseek:c1
    68. AI research evidence record openai:c6
    69. AI research evidence record perplexity:c4
    70. AI research evidence record openai:c1
    71. AI research evidence record anthropic:c1
    72. AI research evidence record anthropic:c7
    73. AI research evidence record google:c1
    74. AI research evidence record kimi:c1
    75. AI research evidence record perplexity:c1
    76. AI research evidence record anthropic:c18
    77. AI research evidence record anthropic:c19
    78. AI research evidence record openai:c1
    79. AI research evidence record anthropic:c12
    80. AI research evidence record openai:c4
    81. AI research evidence record google:c5
    82. AI research evidence record anthropic:c19
    83. AI research evidence record openai:c7
    84. AI research evidence record anthropic:c3
    85. AI research evidence record deepseek:c1
    86. AI research evidence record perplexity:c4
    87. AI research evidence record anthropic:c19
    88. AI research evidence record google:c5
    89. AI research evidence record deepseek:c1
    90. AI research evidence record anthropic:c3
    91. AI research evidence record anthropic:c12
    92. AI research evidence record kimi:c1
    93. AI research evidence record openai:c7
    94. AI research evidence record openai:c5
    95. AI research evidence record anthropic:c16
    96. AI research evidence record openai:c1
    97. AI research evidence record anthropic:c12
    98. AI research evidence record openai:c4
    99. AI research evidence record anthropic:c13
    100. AI research evidence record anthropic:c9
    101. AI research evidence record openai:c7
    102. AI research evidence record openai:c6

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Study date
Aug 13, 2026
Platforms analyzed
7
Source records
27
Ranking mentions
6 of 7
Platform share
86%
Final consensus rank
#1

Research trail and source mix

Platforms

openai, anthropic, deepseek, grok, perplexity, kimi, google

Source mix

9 independent · 18 company-owned

Evidence support

22 direct · 5 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 1ff142947bcb85e83eddb39d9c7efb0be02830d1a6d9151094869a6f9c7d4d7e