AI Consensus Fit Review

101 Mobility for Senior Home Accessibility Renovations - AI Consensus Fit Review

101 Mobility is a good but conditional fit for Senior Home Accessibility Renovations, according to the AI platforms that evaluated it.

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home-safetyPublished by Aging in Place Index to support informed aging-in-place decisions.

Answer Capsule

101 Mobility is a good but conditional fit for Senior Home Accessibility Renovations, according to the AI platforms that evaluated it. Three of seven platforms named 101 Mobility during the ranking stage (Google, OpenAI, and Perplexity), and five of seven platforms rated it "good" or better for this use case. The strongest reason to consider 101 Mobility is its free in-home consultation paired with professional installation of equipment-centered accessibility upgrades such as stairlifts, ramps, platform lifts, and home elevators, backed by a one-year limited service warranty. The main limitation is that 101 Mobility is primarily an equipment installer rather than a comprehensive structural remodeling contractor; CAPS credentials vary by franchise location, and pricing is largely quote-based rather than published upfront.

Research Snapshot

MetricValue
Platform mentions in ranking stage3 of 7 platforms (Google, OpenAI, Perplexity)
Share of included platform responses42.9% (3 of 7)
Average listed rank4.33
Best listed rank3 (Google)
Relevant product/model/planFree In-Home Consultation with local 101 Mobility installation and service location; accessibility equipment sales, installation, and service
Overall use-case fitGood for equipment-focused accessibility projects; weaker for comprehensive structural renovations
Research date2026-08-13

Why 101 Mobility Qualified for This Study

101 Mobility qualified for this study because it was named by at least two AI platforms during the ranking stage for best home modification services for seniors. Three platforms—Google, OpenAI, and Perplexity—listed 101 Mobility in their rankings, with Google giving it the best rank of 3 [1]. The company operates as a national franchise network of locally owned and operated offices, which made it relevant to the study's focus on home modification provider networks [4].

The evaluation criteria for this study included Certified Aging-in-Place Specialist (CAPS) credentials, assessment quality, project execution, pricing transparency, and warranty coverage. Each platform assessed 101 Mobility against these five factors, producing the fit ratings summarized below.

What the AI Platforms Agreed About

Strong agreement: 101 Mobility is a good fit for equipment installation, not comprehensive remodeling. Five of seven platforms rated 101 Mobility "good" for senior home accessibility renovations (Google, OpenAI, Grok, DeepSeek, and Anthropic), while two rated it "uncertain" (Perplexity and Kimi). All seven platforms agreed that 101 Mobility's core strength is equipment-centered accessibility work—stairlifts, ramps, platform lifts, home elevators, and bathroom safety products—rather than broad structural renovation [5].

Strong agreement: The free in-home consultation is a genuine advantage. All platforms that provided detailed assessments noted that 101 Mobility offers a free, no-obligation in-home consultation where a technician walks through the home to evaluate stairs, bathrooms, entryways, and fall risks [11]. The consultation is described as conversational rather than inspection-based, with product recommendations and pricing provided on-site [12].

Strong agreement: CAPS credentials exist but are not universal. Multiple platforms documented CAPS-certified personnel at specific 101 Mobility locations, including Dallas, Memphis, Raleigh, Houston, North Georgia, and Atlanta [14]. However, all platforms agreed that CAPS certification is location-specific and not a company-wide requirement [20].

Strong agreement: A one-year limited service warranty is standard. All platforms that addressed warranty coverage confirmed that 101 Mobility includes a one-year limited service warranty covering equipment, installation labor, and service calls, in addition to the manufacturer warranty [23]. An optional extended warranty (101 Care) is available for additional cost [23].

Majority agreement: Pricing is partially transparent. Google rated 101 Mobility's pricing transparency as "high," citing published pricing guides [27]. Anthropic rated pricing transparency as an advantage, noting published ranges for major products [28]. OpenAI rated pricing transparency as "neutral," noting that most project prices are quote-based [29]. DeepSeek and Grok noted that pricing requires consultation and is not fully published [7].

Where the AI Platforms Disagreed or Were Uncertain

CAPS credential availability. Google stated that "many" franchise owners and staff hold CAPS credentials [31], while Anthropic noted that CAPS certification "appears location-specific and is not a company-wide requirement" [34]. Kimi reported that no verified information about CAPS credentials was found [36], and Perplexity stated that CAPS credentialing was "unclear from the verified source checked" [37]. This disagreement reflects the franchise model's variability rather than a factual conflict about any single location.

Structural remodeling capability. Google noted that some locations offer full bathroom remodels (e.g., Memphis) while others are restricted to basic equipment installations due to varying local contractor licensing [38]. OpenAI described structural renovation suitability as "unclear" [39]. Kimi stated that 101 Mobility's business model "emphasizes equipment over comprehensive structural home modifications" [41]. All platforms agreed that buyers should verify local capabilities, but they differed on whether this variability is a dealbreaker.

Pricing transparency. Google rated pricing confidence as "high," citing published pricing guides [42]. OpenAI rated pricing confidence as "moderate" [43]. DeepSeek rated pricing confidence as "low," noting that "no standard price list is published" [44]. Kimi rated pricing confidence as "low," stating that "no specific pricing information for 101 Mobility was found in retrieved sources" [45]. These differences reflect which sources each platform accessed rather than a factual dispute about published prices.

Overall fit rating. Google, OpenAI, Grok, and DeepSeek rated 101 Mobility as "good" for this use case. Anthropic rated it "mixed," noting that it is "not an optimal choice for comprehensive senior home accessibility renovations". Perplexity and Kimi rated it "uncertain," citing insufficient verification of credentials, pricing, and structural remodeling scope [37].

Use-Case-Specific Features and Capabilities

Free in-home consultation and assessment. 101 Mobility advertises a free, no-obligation in-home consultation that includes discussion of needs, home measurement and evaluation, and solution recommendations [46]. The company describes reviews of stairs, entrances, flooring transitions, bathrooms, and overall layout [46]. The assessment is described as conversational rather than inspection-based, with cost ranges and timelines provided on-site [47]. The depth and written deliverables may vary by independently owned location [46].

Equipment portfolio. The advertised product range includes stairlifts, wheelchair ramps, platform lifts, home elevators, bathroom modifications, bath safety products, automatic door openers, and patient lifts [48]. This supports equipment-centered accessibility planning across multiple areas of a home [48].

Professional installation. 101 Mobility states that trained, certified technicians perform installations and service calls, and that installations are performed by company technicians rather than subcontractors [51]. Customer reviews on Trustpilot, BBB, and Yelp report positive experiences with installation quality, professionalism, and on-time performance [53]. Some reviews note installation within 1-2 weeks [55].

CAPS-certified personnel at select locations. Documented CAPS-certified individuals include Paul Lenser, Bill Schwartz, and Mike O'Donnell at various locations [57], Gordon Raney at 101 Mobility Dallas [60], Garol Orr at 101 Mobility North Georgia [61], and CAPS/CHAMP certification at the Houston location [62]. The Memphis location offers CAPS-certified consulting and full bathroom remodels [63], and Raleigh features local CAPS-certified staff [64].

Licensing variability. Different locations hold varying local contractor, elevator, and home improvement licenses [65]. This creates local differences in what structural work 101 Mobility can execute—some branches can perform major structural alterations or complex bathroom remodels, while others are restricted to basic equipment installations [65].

Rental options. 101 Mobility offers short-term and long-term rental contracts for select products like straight stairlifts and vertical platform lifts [66]. Rental programs provide flexibility for temporary needs or trial periods before purchase commitment [68].

Pricing, Fees, Contracts, and Ongoing Costs

Published pricing ranges. 101 Mobility publishes indicative price ranges for major products, though final pricing depends on home-specific factors [69]:

ProductPublished Price Range
Straight stairlift$2,800–$8,000 (installed)
Curved stairliftStarting at $13,000
Outdoor straight stairlift$5,000–$8,000
Stairlift rentals$175–$450/month
Modular wheelchair rampsStarting at $1,000
Vertical platform lifts$12,000–$23,000+
Home elevators$40,000–$80,000+

Note: Grok reported slightly different stairlift ranges ($3,250–$7,500 straight, $10,000–$12,000+ curved) based on a different source [72]. Buyers should treat published ranges as indicative, not firm quotes.

Free consultation. The in-home consultation is advertised as free and no-obligation [73].

Warranty. All new equipment sold and installed includes a one-year limited service warranty covering equipment, installation labor, and service calls [78]. The warranty has no deductible [82]. An optional extended warranty (101 Care) adds four years but costs extra [78]. Coverage, exclusions, and availability should be confirmed locally and by product [78].

Additional fees. Exact costs for permits, electrical work, structural changes, custom fabrication, delivery, disposal, maintenance, rentals, and extended warranties are unclear from national public pages and may vary by location [83]. Structural modifications required for elevators or platform lifts are typically included in quotes but detailed breakdowns are not always publicly available [70]. Local sales tax may apply unless waived with a physician's prescription in states where allowed [71].

Contract terms. The consultation is described as no-obligation [73]. Scheduling proceeds after signed approval, but project cancellation, deposits, refund rights, and change-order terms are unclear [73]. At least one customer complaint indicates confusion about contract length—a 5-year term stated verbally but not documented in writing [84]. Standard contract terms and cancellation policies are not prominently published [84].

Financing. 101 Mobility offers flexible financing options that vary by location [70]. Some locations partner with programs like Easterseals, state home modification loan programs, and VA benefits [70]. The company informs customers about potential grant and loan eligibility but does not directly provide financing [70].

Best Suited For

101 Mobility is best suited for homeowners who need:

  • Professional in-home assessment and installation of mobility equipment such as stairlifts, ramps, platform lifts, home elevators, and bathroom safety products [85]
  • A single provider for consultation, installation, and ongoing service [88]
  • Equipment-centered accessibility upgrades rather than comprehensive structural remodeling [89]
  • A free, no-obligation assessment before committing to a purchase [90]
  • Warranty-backed installation with a one-year limited service warranty and no deductible [92]
  • Rental options for temporary needs or trial periods [94]
  • Local service backed by a nationally recognized brand [87]

Probably Not Best Suited For

101 Mobility is probably not the best choice for:

  • Comprehensive structural aging-in-place remodeling involving extensive framing, plumbing, electrical, flooring, or bathroom reconstruction
  • Buyers requiring guaranteed CAPS-certified assessors at every location
  • Buyers who need fully published, firm pricing before an in-home survey
  • Whole-home integrated design consultation combining home modification with universal design principles
  • Complex multi-phase renovations requiring architect or licensed designer involvement
  • Budget-conscious buyers looking for low-cost DIY options—101 Mobility focuses on professional-grade, fully installed solutions

When Another Option May Be Better

Consider a CAPS-certified design-build remodeler, occupational-therapy-led home modification provider, or licensed general contractor when:

  • The project involves a whole-home renovation rather than accessibility equipment
  • Extensive framing, plumbing, electrical, flooring, or bathroom reconstruction is required
  • A CAPS-certified professional must oversee the entire project as a mandatory requirement
  • Transparent all-in pricing, standardized assessments, or a single nationwide service policy is the priority
  • Long-term warranty coverage beyond 12 months is a non-negotiable requirement
  • Integrated universal design and future-proofing consultation is required alongside equipment installation

Kimi specifically noted that competitors like Ace Access Homes, AgeProofPros, and Managed Home Accessibility explicitly highlight CAPS certification and offer more comprehensive clinically-informed assessments [97].

Questions to Verify Before Buying

Before proceeding with 101 Mobility, verify the following with your local franchise:

  1. Is the assigned consultant or project lead currently CAPS-certified? Request proof.
  2. Will the local branch provide a written whole-home assessment with measurements, prioritized recommendations, and a project scope?
  3. Does the branch perform structural remodeling directly or subcontract plumbing, electrical, framing, permits, and finish work?
  4. What is included in the written quote—permits, electrical work, structural modifications, delivery, cleanup, taxes, and future service?
  5. What does the one-year warranty cover, what is excluded, and who pays for travel, diagnosis, parts, and labor after year one?
  6. What are the deposit, payment, change-order, cancellation, refund, and installation-delay terms? Get them in writing.
  7. Is extended 101 Care coverage available for the proposed product, and what is its exact price and exclusion list?
  8. Are financing, rental, or rent-to-own options available locally, and what are the total costs and termination terms?
  9. Who will provide follow-up service if the local franchise changes ownership or stops operating?
  10. Does the company work with state home modification assistance programs, VA benefits, or Medicaid waiver programs in your state?
  11. What is the typical turnaround time from consultation to completion of installation?
  12. Are there any fees for the consultation if you decline the work?

Final AI Consensus Verdict

The AI platforms reached a majority consensus that 101 Mobility is a good fit for senior home accessibility renovations when the project is equipment-centered. Five of seven platforms rated it "good" (Google, OpenAI, Grok, DeepSeek, and Anthropic), while two rated it "uncertain" (Perplexity and Kimi). The strongest consensus points are the free in-home consultation, professional installation by trained technicians, a one-year limited service warranty, and published pricing ranges for major products. The most significant limitation, noted by all platforms, is that 101 Mobility is primarily an equipment installer rather than a comprehensive structural remodeling contractor. CAPS credentials vary by franchise location, and buyers should verify local capabilities before committing.

For homeowners planning professional home safety assessments and structural accessibility remodels for aging in place, 101 Mobility is a reasonable first stop for equipment needs but should be supplemented or compared with a CAPS-certified whole-home remodeling specialist when the project includes substantial structural renovation, multiple construction trades, or a comprehensive aging-in-place design plan.

For a broader comparison of providers, see the Senior Home Accessibility Renovations consensus index. You can also explore other options in the home safety category directory.

How This Review Was Produced

This review was produced by aggregating fit-research responses from seven AI platforms: Google, OpenAI, Anthropic, DeepSeek, Grok, Perplexity, and Kimi. Each platform evaluated 101 Mobility against five criteria: CAPS credentials, assessment quality, project execution, pricing transparency, and warranty coverage. The research date for this study is 2026-08-13. Platform responses were collected and analyzed for consensus, disagreement, and use-case-specific findings.

The entity ranking statistics show that 101 Mobility was named by 3 of 7 platforms during the ranking stage (Google, OpenAI, and Perplexity), with an average rank of 4.33 and a best rank of 3. The fit ratings by platform were: Google (good), OpenAI (good), Anthropic (mixed), DeepSeek (good), Grok (good), Perplexity (uncertain), and Kimi (uncertain).

Methodology Limitations

Several limitations apply to this review:

  • Company-owned sources materially outnumber independent sources. Of the 32 deduplicated citations, 23 are company-owned (101mobility.com and related domains) and 9 are independent. Company claims should not be treated as independently verified (required_disclosures).
  • 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 should be considered when evaluating the freshness of DeepSeek's findings (required_disclosures).
  • The supplied URLs were collected from platform responses and were not independently validated by the writer stage (required_disclosures).
  • Official-site retrieval failed for one or more mentions. Perplexity noted that the official-site retrieval failed in its search context, so its assessment relies on limited verified sources [99]. Kimi also noted that official website content could not be retrieved for direct verification.
  • AI-platform agreement does not prove product quality. This review reports what the AI platforms found in their research; it does not constitute independent testing or verification of 101 Mobility's services.
  • No personal testing, customer experience, or independent verification was performed for this review.
  • The franchise model creates inherent variability. Findings about one location may not apply to another. Buyers must verify credentials, capabilities, pricing, and warranty terms with their specific local franchise.

Sources

Company-Owned Sources

  • Whole-Home Aging-in-Place Retrofit: https://ageproofpros.com/services/whole-home-retrofit
  • Home Accessibility Modifications & Renovations - HME Home Medical: https://hmehomemedical.com/home-accessibility-modifications-renovations/
  • Mobility Products & Accessibility Solutions: https://madison.101mobility.com/products/
  • Regain Accessibility with 101 Mobility | Stairlifts, Platform Lifts & Ramps: https://www.101mobility.com/
  • Accessibility & Mobility in Atlanta, GA: https://www.101mobility.com/atlanta/
  • Looking Back at 2024: The 101 Mobility Difference Through Customer Reviews: https://www.101mobility.com/blog/101-mobility-company-reviews/
  • What Happens During a 101 Mobility Home Assessment: https://www.101mobility.com/blog/101-mobility-home-assessment/
  • Remodeling Two Story Homes for Elderly or Disabled - 101 Mobility: https://www.101mobility.com/blog/remodeling-two-story-homes/
  • What Happens During a 101 Mobility Home Assessment: https://www.101mobility.com/blog/what-happens-during-home-assessment/
  • Frequently Asked Questions | 101 Mobility: https://www.101mobility.com/faqs/
  • Free Consultation | Accessibility Products: https://www.101mobility.com/get-free-consultation/
  • 101 Mobility Licenses: Trusted and Certified Accessibility Providers: https://www.101mobility.com/licenses/
  • Stairlifts, Ramps, and Bath Safety in Memphis, TN | 101 Mobility: https://www.101mobility.com/memphis/
  • Mobility Products Pricing Guide: https://www.101mobility.com/pricing-guide/
  • Mobility Products Pricing Guide | 101 Mobility: https://www.101mobility.com/pricing/
  • How Much Does a Home Elevator Cost? Home Elevator Pricing: https://www.101mobility.com/pricing/home-elevator-pricing/
  • How Much Does a Stairlift Cost in 2026? Stairlift Pricing Guide: https://www.101mobility.com/pricing/stairlift-pricing/
  • Accessibility & Mobility in Raleigh, NC: https://www.101mobility.com/raleigh/
  • Service & Support | Stairlifts: https://www.101mobility.com/service-support/
  • Aging in Place – Managed Home Accessibility: https://www.managedhomeaccessibility.com/aging-in-place
  • Additional AI research evidence99 records
    1. AI research evidence record google:1.1.3
    2. AI research evidence record openai:c1
    3. AI research evidence record perplexity:c1
    4. AI research evidence record anthropic:c13
    5. AI research evidence record openai:c7
    6. AI research evidence record anthropic:c1
    7. AI research evidence record deepseek:c1
    8. AI research evidence record grok:c2
    9. AI research evidence record kimi:c1
    10. AI research evidence record google:1.1.3
    11. AI research evidence record openai:c1
    12. AI research evidence record anthropic:c8
    13. AI research evidence record google:1.2.1
    14. AI research evidence record google:2.1.1
    15. AI research evidence record google:2.4.2
    16. AI research evidence record google:2.4.3
    17. AI research evidence record anthropic:c2
    18. AI research evidence record anthropic:c3
    19. AI research evidence record grok:c1
    20. AI research evidence record openai:c3
    21. AI research evidence record openai:c4
    22. AI research evidence record openai:c5
    23. AI research evidence record openai:c2
    24. AI research evidence record anthropic:c10
    25. AI research evidence record anthropic:c11
    26. AI research evidence record google:1.1.8
    27. AI research evidence record google:3.1.6
    28. AI research evidence record anthropic:c7
    29. AI research evidence record openai:c8
    30. AI research evidence record grok:c3
    31. AI research evidence record google:2.1.1
    32. AI research evidence record google:2.4.2
    33. AI research evidence record google:2.4.3
    34. AI research evidence record anthropic:c2
    35. AI research evidence record anthropic:c3
    36. AI research evidence record kimi:c2
    37. AI research evidence record perplexity:c1
    38. AI research evidence record google:2.3.4
    39. AI research evidence record openai:c7
    40. AI research evidence record openai:c9
    41. AI research evidence record kimi:c1
    42. AI research evidence record google:3.1.6
    43. AI research evidence record openai:c8
    44. AI research evidence record deepseek:c1
    45. AI research evidence record kimi:c4
    46. AI research evidence record openai:c1
    47. AI research evidence record anthropic:c8
    48. AI research evidence record openai:c7
    49. AI research evidence record anthropic:c1
    50. AI research evidence record anthropic:c4
    51. AI research evidence record openai:c2
    52. AI research evidence record anthropic:c6
    53. AI research evidence record deepseek:c2
    54. AI research evidence record deepseek:c3
    55. AI research evidence record anthropic:c5
    56. AI research evidence record anthropic:c9
    57. AI research evidence record openai:c3
    58. AI research evidence record openai:c4
    59. AI research evidence record openai:c5
    60. AI research evidence record google:2.1.1
    61. AI research evidence record anthropic:c3
    62. AI research evidence record anthropic:c2
    63. AI research evidence record google:2.4.2
    64. AI research evidence record google:2.4.3
    65. AI research evidence record google:2.3.4
    66. AI research evidence record google:3.1.6
    67. AI research evidence record openai:c8
    68. AI research evidence record kimi:c5
    69. AI research evidence record openai:c8
    70. AI research evidence record anthropic:c7
    71. AI research evidence record google:3.1.6
    72. AI research evidence record grok:c3
    73. AI research evidence record openai:c1
    74. AI research evidence record anthropic:c8
    75. AI research evidence record deepseek:c1
    76. AI research evidence record grok:c2
    77. AI research evidence record google:1.2.1
    78. AI research evidence record openai:c2
    79. AI research evidence record anthropic:c10
    80. AI research evidence record anthropic:c11
    81. AI research evidence record google:1.1.3
    82. AI research evidence record google:1.1.8
    83. AI research evidence record openai:c9
    84. AI research evidence record anthropic:c12
    85. AI research evidence record openai:c7
    86. AI research evidence record anthropic:c1
    87. AI research evidence record google:1.1.3
    88. AI research evidence record deepseek:c1
    89. AI research evidence record kimi:c1
    90. AI research evidence record openai:c1
    91. AI research evidence record anthropic:c8
    92. AI research evidence record openai:c2
    93. AI research evidence record google:1.1.8
    94. AI research evidence record google:3.1.6
    95. AI research evidence record kimi:c5
    96. AI research evidence record anthropic:c13
    97. AI research evidence record kimi:c2
    98. AI research evidence record kimi:c3
    99. AI research evidence record perplexity:c1

Independent Sources

  • 101 Mobility specializes in equipment that promotes mobility and accessibility: https://www.consumeraffairs.com/homeowners/101-mobility.html
  • CAPS Off to Garol Orr at 101 Mobility North Georgia for Her Aging in Place Certification: https://www.franchisebuy.com/franchise-news/caps-off-to-garol-orr-at-101-mobility-north-georgia-for-her-aging-in-place-certification
  • 101 Mobility Reviews - Houston, TX | HomeAdvisor: https://www.homeadvisor.com/rated.101Mobility.60425096.html
  • 101 Mobility Review (2026) - Stair Lifts - Retirement Living: https://www.retirementliving.com/
  • 101 Mobility Reviews on Trustpilot: https://www.trustpilot.com/review/101mobility.com
  • 101 Mobility Reviews: Read Customer Service Reviews of 101mobility.com: https://www.yelp.com/brands/101-mobility
  • Additional AI research evidence99 records
    1. AI research evidence record google:1.1.3
    2. AI research evidence record openai:c1
    3. AI research evidence record perplexity:c1
    4. AI research evidence record anthropic:c13
    5. AI research evidence record openai:c7
    6. AI research evidence record anthropic:c1
    7. AI research evidence record deepseek:c1
    8. AI research evidence record grok:c2
    9. AI research evidence record kimi:c1
    10. AI research evidence record google:1.1.3
    11. AI research evidence record openai:c1
    12. AI research evidence record anthropic:c8
    13. AI research evidence record google:1.2.1
    14. AI research evidence record google:2.1.1
    15. AI research evidence record google:2.4.2
    16. AI research evidence record google:2.4.3
    17. AI research evidence record anthropic:c2
    18. AI research evidence record anthropic:c3
    19. AI research evidence record grok:c1
    20. AI research evidence record openai:c3
    21. AI research evidence record openai:c4
    22. AI research evidence record openai:c5
    23. AI research evidence record openai:c2
    24. AI research evidence record anthropic:c10
    25. AI research evidence record anthropic:c11
    26. AI research evidence record google:1.1.8
    27. AI research evidence record google:3.1.6
    28. AI research evidence record anthropic:c7
    29. AI research evidence record openai:c8
    30. AI research evidence record grok:c3
    31. AI research evidence record google:2.1.1
    32. AI research evidence record google:2.4.2
    33. AI research evidence record google:2.4.3
    34. AI research evidence record anthropic:c2
    35. AI research evidence record anthropic:c3
    36. AI research evidence record kimi:c2
    37. AI research evidence record perplexity:c1
    38. AI research evidence record google:2.3.4
    39. AI research evidence record openai:c7
    40. AI research evidence record openai:c9
    41. AI research evidence record kimi:c1
    42. AI research evidence record google:3.1.6
    43. AI research evidence record openai:c8
    44. AI research evidence record deepseek:c1
    45. AI research evidence record kimi:c4
    46. AI research evidence record openai:c1
    47. AI research evidence record anthropic:c8
    48. AI research evidence record openai:c7
    49. AI research evidence record anthropic:c1
    50. AI research evidence record anthropic:c4
    51. AI research evidence record openai:c2
    52. AI research evidence record anthropic:c6
    53. AI research evidence record deepseek:c2
    54. AI research evidence record deepseek:c3
    55. AI research evidence record anthropic:c5
    56. AI research evidence record anthropic:c9
    57. AI research evidence record openai:c3
    58. AI research evidence record openai:c4
    59. AI research evidence record openai:c5
    60. AI research evidence record google:2.1.1
    61. AI research evidence record anthropic:c3
    62. AI research evidence record anthropic:c2
    63. AI research evidence record google:2.4.2
    64. AI research evidence record google:2.4.3
    65. AI research evidence record google:2.3.4
    66. AI research evidence record google:3.1.6
    67. AI research evidence record openai:c8
    68. AI research evidence record kimi:c5
    69. AI research evidence record openai:c8
    70. AI research evidence record anthropic:c7
    71. AI research evidence record google:3.1.6
    72. AI research evidence record grok:c3
    73. AI research evidence record openai:c1
    74. AI research evidence record anthropic:c8
    75. AI research evidence record deepseek:c1
    76. AI research evidence record grok:c2
    77. AI research evidence record google:1.2.1
    78. AI research evidence record openai:c2
    79. AI research evidence record anthropic:c10
    80. AI research evidence record anthropic:c11
    81. AI research evidence record google:1.1.3
    82. AI research evidence record google:1.1.8
    83. AI research evidence record openai:c9
    84. AI research evidence record anthropic:c12
    85. AI research evidence record openai:c7
    86. AI research evidence record anthropic:c1
    87. AI research evidence record google:1.1.3
    88. AI research evidence record deepseek:c1
    89. AI research evidence record kimi:c1
    90. AI research evidence record openai:c1
    91. AI research evidence record anthropic:c8
    92. AI research evidence record openai:c2
    93. AI research evidence record google:1.1.8
    94. AI research evidence record google:3.1.6
    95. AI research evidence record kimi:c5
    96. AI research evidence record anthropic:c13
    97. AI research evidence record kimi:c2
    98. AI research evidence record kimi:c3
    99. AI research evidence record perplexity:c1

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
32
Ranking mentions
3 of 7
Platform share
43%
Final consensus rank
#4

Research trail and source mix

Platforms

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

Source mix

9 independent · 23 company-owned

Evidence support

25 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 ca2a79da55535d07aa2adb75066d165e2e53eb09aeac8d5a12a86e0959cdcc4e