AI Consensus Fit Review

101 Mobility Review for Dealer Network & Installation Quality

101 Mobility is a good, location-dependent fit for homeowners who want one local provider to handle stairlift measurement, installation, warranty coordination, and ongoing service.

Situation-specific fit reviewA focused review of how this provider fits the needs addressed by this research category.
Built for careful comparisonSee the strengths, limitations, pricing considerations, and questions worth investigating before you decide.
101 Mobility Review for Dealer Network & Installation Quality hero image
stairliftsPublished by Aging in Place Index to support informed aging-in-place decisions.

Answer Capsule

101 Mobility is a good, location-dependent fit for homeowners who want one local provider to handle stairlift measurement, installation, warranty coordination, and ongoing service. Three of the seven research platforms named 101 Mobility during ranking discovery (google, grok, perplexity), and all seven platforms that evaluated the use case rated it a good or strong fit. The strongest reason to consider it is the combination of a large franchised dealer footprint, free in-home assessment, multi-brand product access (Bruno, Harmar, Handicare, Savaria), and an included one-year limited service warranty. The main limitation is that technician credentials, installation timelines, service response times, and local workmanship are franchise-dependent and not independently verified in the public evidence reviewed.

Research Snapshot

FieldFinding
Platform mentions in ranking stage3 of 7 platforms (google, grok, perplexity)
Share of included platform responses42.9%
Average listed rank3.0
Best listed rank2 (grok)
Relevant product/model/plan101 Mobility local dealer stairlift consultation, measurement, installation, one-year service warranty, repair, and maintenance for supported Bruno, Harmar, Handicare, and Savaria models; "Gold Standard Installation & Maintenance" was named by several platforms but not located in official pages
Overall use-case fitGood (six platforms rated good; google rated strong)
Research date2026-09-27

What Changed Since August 2026

101 Mobility moved down from No. 5 to No. 6, and platform mentions decreased from 4 to 3. The September 2026 review still describes 101 Mobility as a good, location-dependent fit for buyers who want one local provider handling measurement, installation, warranty coordination, and service. Buyer fit, the recommended configuration, and the core strengths and limitations are unchanged; the rewrite mainly tightens wording and sourcing. Pricing evidence shifted: curved stairlift pricing is now newly reported at approximately $11,000, while the prior $10,000–$15,000 curved range is no longer repeated. A newly reported straight-installation time of roughly 2 to 4 hours gives buyers a firmer scheduling expectation, though curved rails still require custom fabrication. Differences between the two editions reflect what each article reports; they do not by themselves prove that the product, service, or price changed.

The August 2026 review preserves the earlier article for reference.

Why 101 Mobility Qualified for This Study

Questions This Section Answers

  • Is 101 Mobility a good choice for Dealer Network & Installation Quality?
  • How many AI platforms named 101 Mobility in the ranking stage for professional stairlift installation?

101 Mobility qualified because it is a national franchised dealer network rather than a manufacturer, and its core proposition maps directly to the Dealer Network & Installation Quality criteria: local in-home assessment, professional installation, and ongoing maintenance of third-party stairlift brands [1]. It was named during ranking discovery by three of the seven platforms — google, grok, and perplexity — with listed ranks of 3, 2, and 4 respectively, giving an average listed rank of 3.0 and a best listed rank of 2.

All seven platforms that evaluated the use case included 101 Mobility in their fit research, and all seven rated it a good or strong fit. Google rated it "strong"; openai, anthropic, deepseek, grok, kimi, and perplexity each rated it "good." That agreement is about structural fit, not verified installation quality.

The company states it operates in 39 states with nearly 200 locations across the United States and Canada [2], while other sources give different counts: 207 locations as of January 2025 [3], "over 60 locations" [4], and 65 local offices (grok:2). These counts conflict and should be treated as platform-reported rather than settled.

The Product, Model, Plan, or Service Most Relevant to Dealer Network & Installation Quality

Questions This Section Answers

  • What exactly does 101 Mobility's local dealer installation service include for a homeowner buying a stairlift?
  • Is 101 Mobility's "Gold Standard Installation & Maintenance" plan a real published offering, and what does it cover?

The relevant offering is 101 Mobility's local dealer stairlift service: free in-home consultation and measurement, professional installation, a complimentary one-year limited service warranty on new products the company sells and installs, and post-installation repair and maintenance [6]. The company states that straight installations commonly take approximately 2 to 4 hours and are completed by certified technicians [9].

Several platforms named a specific plan called "101 Mobility Gold Standard Installation & Maintenance" (anthropic, google, grok, perplexity). The exact public definition, price, and contractual terms of that named plan were not located in the official pages checked, and openai explicitly flagged this as unclear. Buyers should treat the "Gold Standard" label as platform-reported until the local dealer confirms it in writing.

The underlying service is documented even though the label is not: local consultation, professional installation, a one-year service warranty, and repair or maintenance support [6]. Product availability spans multiple manufacturers. 101 Mobility's public materials reference Handicare [10], and its broader materials reference dealer-distributed products from Harmar [11] and Savaria [12]. Bruno identifies 101 Mobility as an authorized Bruno dealer with local support [13]. Exact model availability varies by local dealer and staircase requirements.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree 101 Mobility does well for stairlift installation and dealer service?
  • Does 101 Mobility include a service warranty with professional stairlift installation?

Platforms agreed on several structural points.

Local dealer model with in-home assessment. Every platform described free or no-cost in-home consultation and measurement as part of the sales process [14]. Google reported that for complex layouts, specialists take precise stair measurements, sometimes using 3D camera technology, to design custom rail solutions [19].

Multi-brand product access. Platforms consistently noted that 101 Mobility sells and installs more than one manufacturer's stairlifts, including Bruno, Harmar, Handicare, and Savaria [16].

Included one-year service warranty. Multiple platforms cited 101 Mobility's statement that new stairlifts it sells and installs include a complimentary one-year limited service warranty [21]. The company describes this as covering service and labor, with manufacturer product warranties applying separately [21].

Post-installation repair and maintenance. Platforms agreed that 101 Mobility offers ongoing repair and maintenance through its local offices [21]. A local dealer FAQ states that supported-manufacturer repairs may be offered even if that dealer did not install the stairlift [25].

Employee technicians rather than subcontractors. Anthropic, grok, and google all reported that installations are performed by 101 Mobility's own trained staff rather than third-party subcontractors [26]. This is a company claim repeated across platforms, not an independently audited finding.

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • How many locations does 101 Mobility actually have, and why do the numbers differ?
  • Can a buyer verify 101 Mobility technician certification before signing?

Location counts conflict. The company states nearly 200 locations and operation in 39 states [28]. CREHQ lists 207 locations as of January 2025 [29]. Perplexity and google both cite "over 60 locations" [30], and grok cites 65 local offices (grok:2). The company's own territory pages show a mixture of sold-out, unavailable, and available markets, so national brand presence does not prove a qualified installer serves every ZIP code [32].

Technician certification is claimed but not standardized publicly. The company claims installers are trained and certified, and franchise materials describe comprehensive product-installation training and team certification [33]. One documented example: a 101 Mobility installer completed week-long manufacturer training at Harmar in Sarasota and Bruno in Oconomowoc to achieve dual certifications [35]. Google reported that local franchises hold state and local general contractor, accessibility mechanic, or elevator mechanic licenses where applicable [36]. However, openai, deepseek, perplexity, and kimi all flagged that no universal third-party certification standard, registry, or minimum experience requirement for every local technician is published.

Installation timelines are not a nationwide promise. The 2-to-4-hour figure applies to straight installations [37]. Curved models require custom rail fabrication with a reported 3-week lead time [38]. No company-wide scheduling window or guaranteed installation deadline was found (openai, deepseek, perplexity).

Curved pricing conflicts. Official pages list curved stairlift starting prices inconsistently: approximately $11,000 on one page and $13,000 on another (openai).

Customer support evidence is mixed. Grok cited independent reviews showing generally positive installation experiences but variable post-sale support, including some reports of slow or missing callbacks and long service lead times in certain locations (grok:1, grok:7). No independently audited response-time metrics or standardized complaint-resolution times were located.

Independent evidence is thin. The reviewed evidence is primarily company-owned. Independent sources include CREHQ [29], IFPG [39], Trustpilot (grok:1), Consumers Advocate (grok:2), Retirement Living (grok:7), Caring Village [40], and Cortec Group [41]. None of these independently verified installation quality, first-visit repair rates, or support responsiveness.

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • How does 101 Mobility handle dealer network coverage and in-home stairlift assessment?
  • What installation timeline and warranty support does 101 Mobility provide for straight versus curved stairlifts?

Dealer network coverage. 101 Mobility provides a location finder and describes local providers backed by a national brand [42]. Individual franchises report service territories of 20 to 24 counties with 90 to 150 mile travel radii from local showrooms [43]. Coverage gaps remain in low-population states (anthropic). This is a structural advantage with a verification requirement: check the ZIP code.

In-home assessment quality. The company offers a free consultation intended to assess the staircase and surrounding area, take measurements, and produce a personalized quote, with price dependent on stair shape, dimensions, features, and model [45]. Anthropic reported brand-specific measurement practices including rail overhang, clear width, tread height differences, and flooring surface analysis, and noted one franchise whose accessibility consultant is a registered nurse [43]. Google reported 3D camera measurement for custom rail planning [46].

Installation timeline. Straight stairlifts: approximately 2 to 4 hours, with same-week or next-week scheduling in most locations [47]. Curved stairlifts: custom rail build with a reported 3-week lead time [48]. No emergency or same-day installation option is documented (anthropic, kimi).

Technician certification. Company claims factory-certified, employee (non-subcontractor) technicians [49]. Documented example of dual Harmar and Bruno certification for one installer [51]. No published percentage of technicians holding each manufacturer certification across the franchise system (anthropic).

Maintenance availability. Post-installation repair and maintenance are offered, with adjustments as customer needs change [52]. Availability, pricing, and response times depend on the local provider; no nationwide maintenance plan with standardized terms was identified (openai).

Warranty handling. One-year limited service warranty on new products sold and installed, intended to address diagnosis and repair labor, with manufacturer product warranties covering parts separately [52]. Coverage exclusions and renewal pricing are not published (openai, anthropic, perplexity).

Customer support responsiveness. The dealer model creates a local point of contact, and the company emphasizes local providers backed by a national brand [42]. Local franchises describe local service teams rather than a national call center [44]. No independently audited response metrics were found.

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does a 101 Mobility stairlift cost installed, and are there setup or cancellation fees?
  • What ongoing maintenance costs should a buyer expect after the 101 Mobility one-year service warranty expires?

Pricing is quote-based after consultation, and public figures conflict in places.

ConfigurationPublished figureSource
Straight stairlift installedApproximately $2,800–$8,000[56]
Straight stairlift typical averageApproximately $4,000–$5,000[56]
Curved stairlift starting priceApproximately $11,000 on one page; $13,000 on anotheropenai
Outdoor stairliftApproximately $4,000–$12,000 depending on configurationopenai
RentalCommonly approximately $175–$450 per month, subject to inventory and local requirementsopenai
In-home consultation$0 (free, no-obligation)[57], [56]

A third-party review estimated installs starting around $2,800 and full projects around $11,000 or more, but this is not company-published and should be treated as unverified [58].

Additional fees. Potential costs for optional features, higher weight capacity, longer or more complex rails, outdoor configuration, removal of an existing unit, financing, extended service, or work outside the quoted installation scope are not itemized publicly (openai). Kimi listed potential travel fees outside the standard service area, electrical upgrades, structural modifications, extended warranty or maintenance plan costs, and removal/reinstallation fees if relocating (kimi:101mobility-2026). Anthropic noted custom fabrication fees for curved stairlifts and state permitting and inspection fees for commercial ADA installations, with cost responsibility not clarified (anthropic).

Contracts and cancellation. No standardized national cancellation, refund, rescheduling, or service-contract terms were located (openai, deepseek, perplexity). Local franchise terms and the written quote likely control warranty administration, scheduling, deposits, payment timing, and cancellation (openai). Kimi reported that custom-ordered curved rail systems are typically non-cancellable once manufacturing begins (kimi:101mobility-2026). The company's published website terms of use include a limitation-of-liability clause capping collective liability at amounts paid to the company in the prior twelve months, with governing law in Texas (official:C2); these are website terms, not stairlift purchase contract terms.

Financing. Financing is available through the third-party Hearth platform, but interest rates and terms are not disclosed by 101 Mobility (anthropic).

Best Suited For

Questions This Section Answers

  • Who is 101 Mobility best suited for when installation quality and local dealer service matter most?
  • Is 101 Mobility a good fit for a homeowner who wants one provider for measurement, installation, and maintenance?

101 Mobility is best suited for homeowners who want one local provider for measurement, product selection, installation, warranty coordination, repairs, and maintenance (openai). Buyers who prefer a dealer-supported purchase over online equipment-only sales are a natural fit (openai). Straight, curved, or outdoor stairlift buyers who need a site-specific quote and installation also match the model (openai).

Platforms specifically identified homeowners in core geographic markets — Texas, California, Pennsylvania, Ohio, New York, North Carolina, Tennessee, Michigan, Maryland, and Wisconsin — as well positioned, given franchise concentration [59]. Buyers who prioritize in-house, non-subcontractor installation teams and multi-brand options (Bruno, Harmar, Savaria, Handicare) are also well matched [60]. Veterans eligible for VA benefits may find additional relevance, as 101 Mobility holds GSA Federal Supply Schedule contracts and partners with 120+ VA Medical Centers [60]. That VA detail is company-reported and should be confirmed locally.

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose 101 Mobility for stairlift installation and dealer service?
  • Is 101 Mobility a poor fit for buyers in rural areas or areas without a local franchise?

Buyers in areas without a nearby active 101 Mobility location, or with limited local service capacity, are not well served by this model (openai). Buyers seeking the lowest equipment-only price should look elsewhere, since 101 Mobility positions as a premium local dealer rather than a budget provider (anthropic). Buyers requiring a guaranteed installation date, a published response-time SLA, or independently verified technician certification will not find those commitments in the public materials reviewed (openai, deepseek, perplexity).

Homeowners in states with minimal or single-location presence — anthropic named Alaska, Nevada, Delaware, Montana, and Wyoming as sparse or nonexistent — face coverage risk (anthropic). Buyers in rural or remote areas far outside the typical 90 to 150 mile service radius of local franchises may fall outside service territory (anthropic). Buyers who need same-day or next-business-day installation for urgent accessibility needs should note that no emergency installation option is documented (anthropic, kimi). Buyers who want direct factory installation and warranty service from the manufacturer itself, rather than a franchised dealer, are a structural mismatch (deepseek, kimi).

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to 101 Mobility for a buyer who needs published pricing or a guaranteed installation date?
  • When should a buyer choose a manufacturer-authorized dealer or independent local installer over 101 Mobility?

Consider another option when a nearby manufacturer-authorized dealer can document longer local experience, faster written installation availability, and clearer service-response commitments (openai). The same applies when the buyer wants a manufacturer-specific warranty and service pathway, such as purchasing directly through a clearly identified Bruno, Harmar, Handicare, or Savaria authorized dealer (openai).

Consider another option when the buyer is comparing only equipment price and is willing to arrange independent installation and future service (openai), or when the buyer needs a binding installation date or formal maintenance SLA that 101 Mobility's public materials do not provide (openai). A highly reputable independent local stairlift dealer with strong local reviews and faster service response may outperform on responsiveness (deepseek). Buyers who want transparent, published pricing before an in-home consultation may prefer a provider that lists prices online (anthropic, perplexity). Buyers in areas without a 101 Mobility franchise should default to a closer competitor (deepseek, kimi).

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with 101 Mobility before signing a stairlift installation contract?
  • Which 101 Mobility location and legal entity will actually perform the installation and warranty work?
  1. Which specific 101 Mobility location and legal entity will perform the assessment, installation, warranty work, and future repairs? (openai)
  2. Is the assigned installer an employee or subcontractor, and what manufacturer or third-party certifications does the individual hold? [62]
  3. How many stairlifts of the proposed brand and model has this local team installed? (openai)
  4. What is the earliest firm installation date, and what is the expected timeline for a curved or custom rail? [63]
  5. Does the written quote include measurement, delivery, installation, permits if applicable, old-unit removal, testing, user training, and travel charges? (openai)
  6. What exactly does the one-year service warranty cover, and what parts, labor, maintenance, adjustments, misuse, batteries, or travel charges are excluded? (openai, anthropic)
  7. Who answers service calls after installation, what is the normal response time, and is emergency or after-hours service available? (openai, kimi:101mobility-2026)
  8. What are the prices and renewal terms for service or maintenance after the included warranty period? (openai, perplexity)
  9. Which exact manufacturer and model will be supplied, and is it new, refurbished, rented, or previously installed? (openai)
  10. What are the deposit, payment, cancellation, refund, rescheduling, and financing terms? (openai, kimi:101mobility-2026)
  11. Can the local dealer provide recent references or independently verifiable reviews specifically covering installation and post-sale service? (openai, anthropic)
  12. What happens to service and warranty coverage if the local franchise closes or changes ownership? (deepseek, kimi:101mobility-2026)

Final AI Consensus Verdict

101 Mobility is a good, location-dependent fit for Dealer Network & Installation Quality. Six of seven platforms rated it good and one rated it strong, with no platform rating it poor. The structural case is consistent across platforms: a large franchised dealer network, free in-home assessment, multi-brand product access, employee technicians rather than subcontractors, an included one-year limited service warranty, and local post-installation repair and maintenance.

The case is not strong because the decisive quality variables are franchise-dependent or unpublished. Actual ZIP-code coverage, technician credentials, installation scheduling, service response times, and local workmanship are not standardized or independently verified in the public information reviewed. Location counts conflict across sources, curved pricing conflicts across official pages, and the named "Gold Standard Installation & Maintenance" plan could not be located in official materials.

Buy through 101 Mobility only after confirming the local dealer, written scope, warranty exclusions, service response expectations, and exact installed price. For a broader view of how this provider compares with other stairlift installation options, see the Dealer Network & Installation Quality consensus index. Buyers who want to browse the wider category can start at the stairlifts directory.

How This Review Was Produced

This review was produced from seven AI platform responses collected for the Dealer Network & Installation Quality use case within the Best Stairlifts With Professional Installation topic. The authoritative research date is 2026-09-27. Three of the seven platforms — google, grok, and perplexity — named 101 Mobility during ranking discovery, with listed ranks of 3, 2, and 4. All seven platforms produced fit research for the entity.

Platform-reported research dates differ from the run date: anthropic reported 2026-01-15 and deepseek reported 2026-06-01, while google, grok, kimi, openai, and perplexity reported 2026-09-27. Deepseek ran with search disabled, so its findings are model-reported rather than retrieved. Citations are platform-reported evidence, not independently verified facts. Company-owned citations materially outnumber independent citations in the supplied evidence, so company claims are labeled as such throughout.

Methodology Limitations

  • Platform-reported research dates differ from the authoritative run date of 2026-09-27; these dates are provenance metadata and do not independently prove freshness.
  • All included platforms evaluated fit, but platform mentions count only platforms that named the entity during ranking discovery.
  • Conflicting product names, pricing, and capabilities were described rather than resolved; buyers should verify with the local dealer.
  • Supplied URLs were collected from platform responses and were not independently validated.
  • Company-owned citations materially outnumber independent citations; company claims are not described as independently verified.
  • Citations are platform-reported evidence, not independently verified facts. Deepseek ran without search, so its claims require explicit verification before being treated as current.
  • No personal testing, customer experience, medical benefit, or guaranteed performance was assessed.
  • AI-platform agreement on structural fit does not prove product quality or installation quality.

Sources

Company-Owned Sources

Independent Sources

  • 10 Best Stair Lift Companies of 2026, Compared - Caring Village: https://caringvillage.com/product-reviews/stair-lifts/
  • 101 Mobility: Real Estate Contacts & Listed Franchise Operators | CREHQ: https://crehq.com/companies/101-mobility/
  • 101 Mobility Franchise Cost and Requirements for 2026 | IFPG: https://www.ifpg.org/top-franchises/101-mobility/
  • Additional AI research evidence63 records
    1. AI research evidence record deepseek:c1
    2. AI research evidence record openai:c5
    3. AI research evidence record anthropic:c1
    4. AI research evidence record perplexity:c3
    5. AI research evidence record google:1.2.4
    6. AI research evidence record openai:c1
    7. AI research evidence record openai:c3
    8. AI research evidence record openai:c9
    9. AI research evidence record openai:c2
    10. AI research evidence record openai:c10
    11. AI research evidence record openai:c11
    12. AI research evidence record anthropic:c4
    13. AI research evidence record perplexity:c6
    14. AI research evidence record openai:c1
    15. AI research evidence record anthropic:c4
    16. AI research evidence record deepseek:c1
    17. AI research evidence record perplexity:c5
    18. AI research evidence record google:1.1.2
    19. AI research evidence record google:1.1.5
    20. AI research evidence record perplexity:c6
    21. AI research evidence record openai:c3
    22. AI research evidence record perplexity:c2
    23. AI research evidence record anthropic:c5
    24. AI research evidence record perplexity:c1
    25. AI research evidence record perplexity:c4
    26. AI research evidence record anthropic:c6
    27. AI research evidence record google:1.1.3
    28. AI research evidence record openai:c5
    29. AI research evidence record anthropic:c1
    30. AI research evidence record perplexity:c3
    31. AI research evidence record google:1.2.4
    32. AI research evidence record openai:c6
    33. AI research evidence record openai:c7
    34. AI research evidence record openai:c8
    35. AI research evidence record anthropic:c3
    36. AI research evidence record google:1.2.3
    37. AI research evidence record openai:c2
    38. AI research evidence record anthropic:c2
    39. AI research evidence record anthropic:c7
    40. AI research evidence record perplexity:c14
    41. AI research evidence record google:1.2.7
    42. AI research evidence record openai:c4
    43. AI research evidence record anthropic:c4
    44. AI research evidence record anthropic:c5
    45. AI research evidence record openai:c1
    46. AI research evidence record google:1.1.5
    47. AI research evidence record openai:c2
    48. AI research evidence record anthropic:c2
    49. AI research evidence record anthropic:c6
    50. AI research evidence record google:1.1.3
    51. AI research evidence record anthropic:c3
    52. AI research evidence record openai:c3
    53. AI research evidence record perplexity:c1
    54. AI research evidence record openai:c9
    55. AI research evidence record openai:c5
    56. AI research evidence record openai:c1
    57. AI research evidence record google:1.1.2
    58. AI research evidence record perplexity:c14
    59. AI research evidence record anthropic:c1
    60. AI research evidence record anthropic:c4
    61. AI research evidence record anthropic:c5
    62. AI research evidence record anthropic:c6
    63. AI research evidence record anthropic:c2

Other Sources

  • 101 Mobility - Authorized Bruno Dealers: https://www.bruno.com/101-mobility
  • Additional AI research evidence63 records
    1. AI research evidence record deepseek:c1
    2. AI research evidence record openai:c5
    3. AI research evidence record anthropic:c1
    4. AI research evidence record perplexity:c3
    5. AI research evidence record google:1.2.4
    6. AI research evidence record openai:c1
    7. AI research evidence record openai:c3
    8. AI research evidence record openai:c9
    9. AI research evidence record openai:c2
    10. AI research evidence record openai:c10
    11. AI research evidence record openai:c11
    12. AI research evidence record anthropic:c4
    13. AI research evidence record perplexity:c6
    14. AI research evidence record openai:c1
    15. AI research evidence record anthropic:c4
    16. AI research evidence record deepseek:c1
    17. AI research evidence record perplexity:c5
    18. AI research evidence record google:1.1.2
    19. AI research evidence record google:1.1.5
    20. AI research evidence record perplexity:c6
    21. AI research evidence record openai:c3
    22. AI research evidence record perplexity:c2
    23. AI research evidence record anthropic:c5
    24. AI research evidence record perplexity:c1
    25. AI research evidence record perplexity:c4
    26. AI research evidence record anthropic:c6
    27. AI research evidence record google:1.1.3
    28. AI research evidence record openai:c5
    29. AI research evidence record anthropic:c1
    30. AI research evidence record perplexity:c3
    31. AI research evidence record google:1.2.4
    32. AI research evidence record openai:c6
    33. AI research evidence record openai:c7
    34. AI research evidence record openai:c8
    35. AI research evidence record anthropic:c3
    36. AI research evidence record google:1.2.3
    37. AI research evidence record openai:c2
    38. AI research evidence record anthropic:c2
    39. AI research evidence record anthropic:c7
    40. AI research evidence record perplexity:c14
    41. AI research evidence record google:1.2.7
    42. AI research evidence record openai:c4
    43. AI research evidence record anthropic:c4
    44. AI research evidence record anthropic:c5
    45. AI research evidence record openai:c1
    46. AI research evidence record google:1.1.5
    47. AI research evidence record openai:c2
    48. AI research evidence record anthropic:c2
    49. AI research evidence record anthropic:c6
    50. AI research evidence record google:1.1.3
    51. AI research evidence record anthropic:c3
    52. AI research evidence record openai:c3
    53. AI research evidence record perplexity:c1
    54. AI research evidence record openai:c9
    55. AI research evidence record openai:c5
    56. AI research evidence record openai:c1
    57. AI research evidence record google:1.1.2
    58. AI research evidence record perplexity:c14
    59. AI research evidence record anthropic:c1
    60. AI research evidence record anthropic:c4
    61. AI research evidence record anthropic:c5
    62. AI research evidence record anthropic:c6
    63. AI research evidence record anthropic:c2

Verify This Research

Review the study details behind this page or download the public machine-readable verification record.

Study date
September 27, 2026
Platforms analyzed
7
Source records
39
Ranking mentions
3 of 7
Platform share
43%
Final consensus rank
#6

Research trail and source mix

Configured platforms

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

Source mix

7 independent · 31 company-owned · 1 unclear

Evidence support

29 direct · 9 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 197cd540a747dd55f6754b5975e2f9f05fd2d00216131636658643f080ddf7af

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