Answer Capsule
101 Mobility is a good fit for homeowners who want a local dealer to handle stairlift measurement, installation, and ongoing service, according to the AI platforms that evaluated it. Four of seven platforms named 101 Mobility during the ranking stage, and its average listed rank was 4.75 with a best rank of 2. The strongest reason to consider 101 Mobility is its nationwide franchise network of locally owned dealers offering free in-home assessments, factory-certified technicians, multi-brand stairlift options, and a one-year limited service warranty covering labor and service calls. The main limitation is variability: because each location is independently owned and operated, installation quality, response times, warranty enforcement, and service availability can differ materially by branch, and no uniform national certification standard or installation-time guarantee was verified.
Research Snapshot
| Metric | Value |
|---|---|
| Platform mentions in ranking stage | 4 of 7 platforms (anthropic, google, grok, perplexity) |
| Share of included platform responses | 57.1% (4 of 7) |
| Average listed rank | 4.75 |
| Best listed rank | 2 (perplexity) |
| Fit ratings by platform | good (anthropic, grok, openai); strong (deepseek, google); uncertain (kimi, perplexity) |
| Relevant product/model/plan | Dealer-installed stairlift purchase with local in-home assessment, installation, and service; Bruno, Handicare, Harmar, Savaria, and Staying Home models |
| Overall use-case fit | Good, with branch-level variability requiring local verification |
| Research date | 2026-08-13 |
Why 101 Mobility Qualified for This Study
101 Mobility qualified because it operates a nationwide franchise network of locally owned dealers that provide stairlift sales, in-home assessment, installation, and post-sale service—the core elements of the Dealer Network & Installation Quality use case [1]. The company is an authorized dealer for multiple stairlift manufacturers, including Bruno, Handicare, and Harmar, which allows customers to compare brands within a single dealer network [1]. Its stated service model centers on local dealer coordination rather than self-managed purchasing, which aligns with the target buyer profile of homeowners who want measurement, installation, maintenance, and service handled by an experienced local dealer or certified installer [4].
The Product, Model, Plan, or Service Most Relevant to Dealer Network & Installation Quality
The most relevant offering is a dealer-installed stairlift purchase that includes a free local in-home assessment, product selection from multiple brands, professional installation, and post-sale service through a 101 Mobility dealer [5]. Relevant models include Bruno Elite, Handicare 1000 and 4000, Handicare Freecurve, Harmar, Savaria, and Staying Home stairlifts [7]. The company states that installation uses rail feet attached to stair treads rather than the wall, and curved models are customized to the specific staircase [8]. Each new professional installation includes a one-year limited service warranty from 101 Mobility covering local labor, diagnosis, and repair costs, complementing the manufacturer's parts warranty [10].
What the AI Platforms Agreed About
Strong agreement: Local in-home assessment is a core strength
All platforms that provided detailed findings agreed that 101 Mobility's free in-home consultation is a direct advantage for this use case. The company states that local technicians measure staircases, evaluate user needs, and recommend suitable models [12]. Independent reviews frequently cite consultants as knowledgeable and helpful, particularly for unusual staircase configurations [17]. This assessment process is built into the sales model rather than offered as an optional add-on [12].
Strong agreement: Multi-brand selection is an advantage
Multiple platforms noted that 101 Mobility's status as an authorized dealer for several manufacturers—Bruno, Handicare, Harmar, and others—allows customers to compare products within one dealer network [18]. This contrasts with manufacturer-direct dealers that offer only a single brand. The company holds preferred status with major brands, including Bruno Gold Dealer and Harmar Preferred Dealer designations [21].
Strong agreement: Franchise model creates variability
Every platform that assessed the franchise structure flagged variability as a key concern. Each 101 Mobility location is independently owned and operated [22]. Service quality, technician expertise, responsiveness, and service practices are reported to vary significantly between locations based on local management and staffing [23]. One platform noted that franchise closures have left some customers without local service support and created warranty enforcement gaps [25].
Majority agreement: Factory-certified technicians
Four platforms reported that 101 Mobility states its technicians are factory-certified or factory-trained by the manufacturers whose products they install [18]. Installers are employed by 101 Mobility rather than subcontracted [26]. However, the specific certifying bodies, training duration, and recertification requirements are not publicly documented [20].
Majority agreement: One-year service warranty is included
Multiple platforms confirmed that new installations include a one-year limited service warranty covering equipment, installation labor, and service call costs [14]. This dealer warranty complements the manufacturer's parts warranty [29]. Some product pages state a limited lifetime manufacturer warranty for specific models like the Bruno Elite [31].
Where the AI Platforms Disagreed or Were Uncertain
Fit rating disagreement
Fit ratings ranged from "strong" to "uncertain." Google and deepseek rated 101 Mobility a strong fit, emphasizing the certified technician model and comprehensive service warranty [32]. Anthropic, grok, and openai rated it a good fit with caveats about branch variability [34]. Kimi and perplexity rated it uncertain, citing insufficient public verification of installer certification standards, pricing, and service consistency [37].
Franchise count conflict
The number of locations is reported inconsistently. One source states 65 locally owned offices across the U.S. and Canada [39], while another platform reported seeing 150+ locations on the company website but could not independently verify this figure [33]. The company's own FAQ states franchises were founded in 2008 with 60+ locations [40]. This discrepancy should be resolved with the specific local branch.
Warranty enforcement uncertainty
While the one-year service warranty is well documented, at least one customer reported warranty denial when the installing franchise closed, raising questions about whether the main office enforces warranty coverage universally or whether franchise closure can void coverage [41]. No public information confirms whether franchises are required to provide service support to other franchises' customers [41].
Installation timeline conflict
The company states that most residential installations take a few hours and can often be scheduled within days in many locations [42]. However, independent reviews include reports of quick installations as well as complaints about delayed delivery and long service waits [36]. Custom curved rail units require longer lead times due to personalized engineering [46].
Technician certification scope unclear
While "factory-certified" status is repeatedly stated, no platform verified the specific certification standards, training duration, or recertification requirements [37]. One platform noted that the extent of "factory-trained" certification versus independent third-party certification is unclear [37].
Use-Case-Specific Features and Capabilities
Dealer network coverage
101 Mobility states that its stairlift network serves more than 18,000 communities nationwide and offers local dealer support [48]. The company operates a substantial network of locally owned and operated franchise locations across North America [49]. However, coverage density by region is not publicly detailed, and some areas may lack an established franchise [51].
In-home assessment quality
The company offers free, no-obligation in-home consultations where trained accessibility specialists physically measure the staircase, assess user physical needs, and recommend optimal models [53]. Reviews frequently mention consultants as knowledgeable and helpful in complex situations, including unusual staircase configurations [55]. The assessment is designed to guarantee correct fitting [53].
Installation timeline
Most residential installations take a few hours, and standard installations can often be scheduled within days in many locations [56]. Custom or ordered items require longer lead times once the product ships [56]. Curved stairlifts involve custom-engineered rails, which extends the timeline [58].
Technician certification
Installers are employed by 101 Mobility and are factory-certified by manufacturers including Bruno, Handicare, and Harmar [59]. The company states technicians are manufacturer-trained and certified [60]. Installations are handled by in-house technicians rather than outsourced third-party handymen [61]. Individual franchise locations may have varying levels of technician experience [60].
Maintenance availability
101 Mobility offers service for products it installs [62]. Some locations service all brands regardless of origin [62]. The company markets local support and service, and at least one product listing states a one-year 101 Mobility limited service warranty in addition to the manufacturer's warranty [63]. However, franchise closure has left some customers without local service support [62]. Post-warranty service availability and pricing are inconsistent across franchises [64].
Warranty handling
Warranty coverage is product-specific. The Bruno Elite listing states a limited lifetime manufacturer warranty [66], while the Handicare Freecurve listing states an additional one-year 101 Mobility service warranty [63]. The one-year limited service warranty covers equipment, installation, and service call labor [67]. Extended service warranties are available but pricing is not publicly disclosed [65]. Franchise closures have created warranty enforcement issues in some cases [62].
Customer support responsiveness
Most reviews cite responsive, knowledgeable customer service, and the company has an A+ Better Business Bureau rating [68]. However, some customers report slow or no post-installation communication, and specific issue resolution varies by franchise location [69]. Independent reviews include both positive reports of responsiveness and complaints about callbacks, repairs, and service delays [71].
Pricing, Fees, Contracts, and Ongoing Costs
Pricing is quote-based after an in-home assessment, and no reliable nationwide straight-stairlift price or standard dealer labor rate was identified [73]. The following ranges were reported across platforms:
| Item | Reported Range | Source |
|---|---|---|
| Straight stairlift, installed | $2,800–$8,000; average $4,000–$5,000 | [75] |
| Curved stairlift | $10,000–$15,000+; 101 Mobility states start at $13,000 | [76] |
| Rental (straight) | $175–$450/month | [75] |
| Used/refurbished | $500–$1,500 below new retail | [76] |
| Installation (standalone) | From ~$2,800 | [77] |
| Service call fee (post-warranty) | $175–$200 plus parts | [78] |
Additional fees may include custom rail complexity, additional landings, powered options, seat parking, extensions, travel surcharges for remote locations, permit fees where required, and post-warranty service calls [73]. Financing options are available through localized dealers, with terms varying by location [80]. Rental contracts are structured on a month-to-month basis depending on location inventory [75]. No standard nationwide purchase, cancellation, return, or buy-back terms were verified [73].
Best Suited For
- Homeowners who want an in-home staircase assessment rather than online-only purchasing [81]
- Buyers needing a choice among multiple stairlift manufacturers and straight, curved, or outdoor configurations [83]
- Customers who prefer local installation and service instead of coordinating separate contractors [81]
- Complex or curved staircases requiring custom measurement and rail fabrication [86]
- Homeowners in areas with established 101 Mobility franchises that have good local ratings [88]
- Buyers who want a one-year service warranty covering labor and service calls included with installation [89]
Probably Not Best Suited For
- Buyers who need a nationally standardized installation experience with guaranteed response times [90]
- Customers seeking transparent online pricing before an assessment [92]
- Homeowners in areas where the nearest 101 Mobility dealer has limited technician capacity or weak independent reviews [94]
- Buyers unwilling to verify whether the quoted unit is new, refurbished, or previously used [90]
- Budget-focused buyers looking for the lowest upfront cost through self-installation [96]
- Homeowners in very remote areas not covered by franchise territories [96]
- Buyers who want direct manufacturer warranty handling without a franchise intermediary [93]
When Another Option May Be Better
- Manufacturer-direct dealers (Bruno, Stannah, Acorn, Handicare, Savaria) may be better when standardized training, warranty administration, and nationwide escalation are more important than multi-brand choice [98].
- Highly rated local accessibility contractors may be better when the local 101 Mobility branch has limited reviews, unclear licensing, or weak service availability [98].
- Providers with published response-time commitments may be better when rapid breakdown service is critical [98].
- Single-brand corporate-operated dealers may offer more consistent service continuity and standardized pricing [100].
- Online retailers or DIY-install brands may be better for budget-focused buyers seeking the lowest upfront cost [101].
Questions to Verify Before Buying
- Which exact local 101 Mobility branch will perform the assessment, installation, and future service? [102]
- Is the branch locally owned, franchised, or operated by another entity, and who is contractually responsible for warranty work? [103]
- Are the assigned technicians manufacturer-authorized or certified for the quoted model, and can credentials be documented? [102]
- Is the quoted stairlift new, refurbished, or previously installed? [102]
- What are the promised measurement, delivery, installation, and repair timeframes in writing? [105]
- What is included in the price: assessment, custom rail, installation, electrical work, removal of an old lift, training, and follow-up inspection? [102]
- What exactly does the 101 Mobility service warranty cover, for how long, and who pays travel, labor, batteries, and replacement parts? [106]
- What happens to warranty coverage if the franchise location closes? [107]
- Is preventive maintenance available, what does it cost, and are after-hours or emergency calls supported? [102]
- What are the cancellation, return, refund, rental, buy-back, and restocking terms before signing? [102]
- Can the dealer provide recent local references for installations of the same model and staircase type? [108]
- Does the written quote identify all taxes, delivery charges, financing costs, and potential change-order fees? [102]
Final AI Consensus Verdict
The AI platforms reached a majority consensus that 101 Mobility is a good fit for homeowners prioritizing dealer network and installation quality, with two platforms rating it a strong fit and two rating it uncertain. The company's stated strengths—free in-home assessments, factory-certified technicians, multi-brand selection, and a one-year service warranty—align well with the target buyer's needs [109]. However, the franchise model creates meaningful variability in service quality, responsiveness, and long-term support [112]. The decisive factor is the quality and capacity of the specific local branch. Buyers should verify the local dealer's reputation, technician credentials, warranty enforcement, and written timelines before committing [114]. For homeowners in established 101 Mobility markets with good local ratings, 101 Mobility is competitive; for those requiring guaranteed service continuity or in underserved regions, manufacturer-direct or corporate-operated dealers may be preferable [109].
For a broader comparison of providers in this category, see the Dealer Network & Installation Quality consensus index.
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 of which evaluated 101 Mobility against the Dealer Network & Installation Quality criteria: dealer network coverage, in-home assessment quality, installation timeline, technician certification, maintenance availability, warranty handling, and customer support responsiveness. The authoritative research date is 2026-08-13. Platform-reported research dates are provenance metadata and do not independently prove freshness; deepseek reported a research date of 2026-04-08, which differs from the authoritative run date.
Each platform's findings were compiled with citation IDs linking to the supplied source URLs. Company-owned citations materially outnumber independent citations (21 owned versus 9 independent), so company claims should not be treated as independently verified. The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
Methodology Limitations
- Company-owned evidence dominance: 21 of 30 deduplicated citations are company-owned sources (101mobility.com pages), while only 9 are independent. Company claims about network size, technician certification, and warranty coverage should be verified independently.
- Platform date discrepancy: Deepseek reported a research date of 2026-04-08, while the authoritative run date is 2026-08-13. This may affect the freshness of deepseek's findings.
- Franchise count conflict: Sources report 65, 60+, and 150+ locations; the current count is unverified.
- No independent verification of certification: No platform verified the specific certifying bodies, training duration, or recertification requirements for technicians.
- Mixed independent reviews: Independent review evidence is mixed and may reflect different branches, products, installation dates, or service events.
- No standardized pricing: No reliable nationwide straight-stairlift price, installation-fee schedule, or standard dealer labor rate was identified.
- AI agreement does not prove quality: Consensus among AI platforms reflects the supplied evidence and does not constitute independent verification of product performance or service quality.
Sources
Company-Owned Sources
- Regain Accessibility with 101 Mobility | Stairlifts, Platform Lifts & Ramps: https://www.101mobility.com/
- About 101 Mobility: https://www.101mobility.com/about
- The Advantage of Buying Mobility Equipment from a Professional: https://www.101mobility.com/blog/2026/january/the-advantage-of-buying-mobility-equipment-fr/
- Careers - 101 Mobility: https://www.101mobility.com/careers
- Contact Us - 101 Mobility: https://www.101mobility.com/contact
- Frequently Asked Questions | 101 Mobility: https://www.101mobility.com/faqs/
- FAQ for Franchising Opportunities - 101 Mobility: https://www.101mobility.com/franchise-opportunities/faqs/
- Home Stairlifts | 101 Mobility: https://www.101mobility.com/home-stairlifts
- Curved Stairlift Pricing: https://www.101mobility.com/pricing/curved-stairlifts-pricing/
- Bruno Elite Straight Rail Stairlift: https://www.101mobility.com/products/bruno-elite-straight-rail-stairlift/
- Handicare 4000 Indoor Stairlift: https://www.101mobility.com/products/handicare-4000-indoor/
- Handicare Freecurve Curved Stairlift: https://www.101mobility.com/products/handicare-freecurve-curved-stairlift/
- Service & Support | Stairlifts - 101 Mobility: https://www.101mobility.com/products/stairlifts/service-support/
- Straight Stairlifts - View Models & Options: https://www.101mobility.com/products/stairlifts/straight-stairlifts/
- Staying Home Indoor Stairlift: https://www.101mobility.com/products/staying-home-indoor-stairlift/
- Service & Support | Stairlifts | 101 Mobility: https://www.101mobility.com/service-support/
- What to Expect - 101 Mobility: https://www.101mobility.com/what-to-expect
- 101 Mobility vs. Competitors | Stairlift Warranty Comparison: https://www.101mobility.com/why-101-mobility/stairlift-warranty-comparison/
- How Much Does a Straight Stairlift Cost? Straight Stairlift Pricing Guide: https://www.101mobility.com/why-101-mobility/straight-stairlift-pricing-guide/
- InstallerNet FAQ - Installation Labor Warranty: https://www.installernet.com/faq/
- What Is Product-Market Fit? Examples, Tips, and How to Measure: https://www.salesforce.com/blog/sales/product-market-fit/
Additional AI research evidence115 records
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c4
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record google:c3
- AI research evidence record google:c5
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:c3
- AI research evidence record deepseek:c2
- AI research evidence record google:c4
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c1
- AI research evidence record openai:c4
- AI research evidence record kimi:c1
- AI research evidence record google:c1
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c14
- AI research evidence record grok:c2
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c6
- AI research evidence record google:c3
- AI research evidence record deepseek:c4
- AI research evidence record google:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c9
- AI research evidence record google:c3
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c14
- AI research evidence record grok:c2
- AI research evidence record openai:c7
- AI research evidence record kimi:c1
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c4
- AI research evidence record deepseek:c3
- AI research evidence record openai:c8
- AI research evidence record anthropic:c8
- AI research evidence record google:c6
- AI research evidence record openai:c3
- AI research evidence record openai:c1
- AI research evidence record google:c1
- AI research evidence record google:c2
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:c4
- AI research evidence record openai:c2
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c4
- AI research evidence record deepseek:c3
- AI research evidence record google:c6
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c6
- AI research evidence record google:c3
- AI research evidence record anthropic:c7
- AI research evidence record openai:c6
- AI research evidence record anthropic:c10
- AI research evidence record anthropic:c13
- AI research evidence record openai:c9
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c9
- AI research evidence record openai:c7
- AI research evidence record openai:c8
- AI research evidence record openai:c11
- AI research evidence record kimi:c1
- AI research evidence record google:c6
- AI research evidence record anthropic:c11
- AI research evidence record grok:c1
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c2
- AI research evidence record google:c4
- AI research evidence record anthropic:c1
- AI research evidence record openai:c4
- AI research evidence record google:c3
- AI research evidence record openai:c3
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c14
- AI research evidence record anthropic:c3
- AI research evidence record openai:c1
- AI research evidence record grok:c2
- AI research evidence record openai:c11
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c14
- AI research evidence record openai:c7
- AI research evidence record google:c6
- AI research evidence record anthropic:c2
- AI research evidence record openai:c1
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c1
- AI research evidence record google:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c4
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c1
- AI research evidence record google:c3
- AI research evidence record openai:c2
- AI research evidence record anthropic:c14
- AI research evidence record grok:c2
- AI research evidence record openai:c1
- AI research evidence record kimi:c1
Independent Sources
- 10 Best Stair Lift Companies of 2026, Compared: https://altamiraltd.com/types-of-stairlifts-and-how-much-they-cost/
- 10 Best Stair Lift Companies of 2026, Compared: https://caringvillage.com/product-reviews/stair-lifts/
- 101 Mobility Reviews - Centennial, CO | Angi: https://www.angi.com/companylist/us/co/centennial/101-mobility-reviews-1.htm
- 101 Mobility BBB Business Profiles: https://www.bbb.org/us/ne/omaha/profile/wheelchair-lift/101-mobility-0714-300210251
- 101 Mobility Reviews: https://www.consumeraffairs.com/homeowners/101-mobility.html
- 2026 101 Mobility Reviews: Stairlifts: https://www.consumersadvocate.org/stair-lifts/c/101-mobility-review
- Working at 101 Mobility: Employee Reviews | Indeed.com: https://www.indeed.com/cmp/101-Mobility/reviews
- 101 Mobility Review - Retirement Living: https://www.retirementliving.com/reviews/101-mobility
- 101mobility.com Reviews | Read Customer Service Reviews of 101mobility.com: https://www.trustpilot.com/review/101mobility.com
Additional AI research evidence115 records
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c4
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record google:c3
- AI research evidence record google:c5
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:c3
- AI research evidence record deepseek:c2
- AI research evidence record google:c4
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c1
- AI research evidence record openai:c4
- AI research evidence record kimi:c1
- AI research evidence record google:c1
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c14
- AI research evidence record grok:c2
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c6
- AI research evidence record google:c3
- AI research evidence record deepseek:c4
- AI research evidence record google:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c9
- AI research evidence record google:c3
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c14
- AI research evidence record grok:c2
- AI research evidence record openai:c7
- AI research evidence record kimi:c1
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c4
- AI research evidence record deepseek:c3
- AI research evidence record openai:c8
- AI research evidence record anthropic:c8
- AI research evidence record google:c6
- AI research evidence record openai:c3
- AI research evidence record openai:c1
- AI research evidence record google:c1
- AI research evidence record google:c2
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:c4
- AI research evidence record openai:c2
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c4
- AI research evidence record deepseek:c3
- AI research evidence record google:c6
- AI research evidence record anthropic:c1
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- AI research evidence record google:c3
- AI research evidence record anthropic:c7
- AI research evidence record openai:c6
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- AI research evidence record openai:c9
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- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c9
- AI research evidence record openai:c7
- AI research evidence record openai:c8
- AI research evidence record openai:c11
- AI research evidence record kimi:c1
- AI research evidence record google:c6
- AI research evidence record anthropic:c11
- AI research evidence record grok:c1
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c2
- AI research evidence record google:c4
- AI research evidence record anthropic:c1
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- AI research evidence record anthropic:c14
- AI research evidence record anthropic:c3
- AI research evidence record openai:c1
- AI research evidence record grok:c2
- AI research evidence record openai:c11
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c14
- AI research evidence record openai:c7
- AI research evidence record google:c6
- AI research evidence record anthropic:c2
- AI research evidence record openai:c1
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c1
- AI research evidence record google:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record kimi:c1
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- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c1
- AI research evidence record google:c3
- AI research evidence record openai:c2
- AI research evidence record anthropic:c14
- AI research evidence record grok:c2
- AI research evidence record openai:c1
- AI research evidence record kimi: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
- 30
- Ranking mentions
- 4 of 7
- Platform share
- 57%
- Final consensus rank
- #5
Research trail and source mix
Platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
9 independent · 21 company-owned
Evidence support
19 direct · 10 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 a109336d3f1ece85f5e62b157ac57d50c9e79bd3e9b2877b1b60d54f967586c3
