AI Consensus Fit Review

MobileHelp for Landline-Based Emergency Monitoring - AI Consensus Fit Review

MobileHelp is a good fit for seniors with reliable traditional landline service who want a simple, low-cost in-home medical alert system, according to the AI platform consensus.

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.
MobileHelp for Landline-Based Emergency Monitoring hero image
medical-alert-systemsPublished by Aging in Place Index to support informed aging-in-place decisions.

Answer Capsule

MobileHelp is a good fit for seniors with reliable traditional landline service who want a simple, low-cost in-home medical alert system, according to the AI platform consensus. Five of seven platforms named MobileHelp during the ranking stage, and four of seven rated it a "good" fit while one rated it "strong." The strongest reason to consider it is the low advertised monthly fee of $25.95 with no long-term contract claimed on the current product page. The main limitation is that automatic fall detection is not available on the landline model, and two platforms could not verify current landline product availability, pricing, or contract terms from public-facing information. Buyers should confirm current pricing, contract terms, and telephone-line compatibility before purchasing.

Research Snapshot

MetricValue
Platform mentions in ranking stage5 of 7 platforms
Share of included platform responses71.4% (5 of 7)
Average listed rank3.2
Best listed rank1 (deepseek)
Relevant product/model/planMobileHelp Classic Landline (also marketed as Wired Home)
Overall use-case fitGood (4 platforms), Strong (1), Uncertain (2)
Research date2026-08-07

Why MobileHelp Qualified for This Study

MobileHelp qualified because five of seven AI platforms named the company during the ranking stage for Landline-Based Emergency Monitoring. The platforms identified the MobileHelp Classic Landline (also marketed as Wired Home) as a relevant product for this use case. The company's official website lists the Classic Landline product page, and multiple independent review sources—including NCOA, SafeWise, SeniorLiving.org, and The Senior List—have published assessments of the landline model [1].

The product is specifically designed for homes without reliable cellular service, connecting directly to a home telephone line through a phone jack [2]. This makes it directly relevant to the target buyer: seniors with reliable landline service who want a traditional in-home medical alert system with lower ongoing costs.

The Product, Model, Plan, or Service Most Relevant to Landline-Based Emergency Monitoring

The most relevant product is the MobileHelp Classic Landline, also marketed as the Wired Home system. The official product page describes it as an in-home landline medical alert system with a wired base station, wearable pendant, two-way communication, and 24/7 monitoring [8]. The product connects to a standard home telephone line and is marketed as having up to 600 feet of coverage between the base station and the wearable help button [8].

Platforms used slightly different names for the same product: "Classic Landline" (openai, deepseek, grok, google), "Wired Home" (anthropic, google), and "In-Home Landline Medical Alert System" (openai). One platform, perplexity, could not verify the exact product name from available sources [12]. Another platform, kimi, noted that the current MobileHelp website focuses on cellular and mobile GPS systems, with no landline product clearly listed in the current product lineup [13].

What the AI Platforms Agreed About

Landline Compatibility Is the Core Strength

All platforms that provided detailed assessments agreed that the Classic Landline is designed specifically for landline-based monitoring. The system connects directly to a home telephone line through a phone jack and is intended for homes without reliable cellular service [14]. MobileHelp's terms warn that DSL, VoIP, or other broadband telephone services may interfere with alarm transmission and line seizure [19].

Pricing Is Competitive but Ranges Slightly

Four platforms reported a starting monthly fee of $25.95 [14]. One platform reported $24.95 as the lowest rate on annual plans [22]. The discrepancy likely reflects payment plan frequency or promotional pricing. Quarterly pricing was reported at $77.85, and annual pricing at $285.45 (anthropic, grok, google). One platform, deepseek, reported an unverified monthly fee of approximately $19.95 with an equipment cost around $79.95, but flagged this as low-confidence [16].

No Long-Term Contracts Are Advertised

The current MobileHelp product page claims no long-term contracts [14]. Multiple independent sources confirm month-to-month service that can be cancelled anytime [23]. However, an older MobileHelp terms page states a three-month minimum commitment, a possible $50 restocking fee, and a $350 equipment charge if equipment is not returned within 30 days [19]. This conflict is discussed in the next section.

600-Foot Range Is the Advertised Maximum

All platforms that reported range figures cited up to 600 feet between the base station and the wearable pendant [14]. Independent testing also lists a 600-foot range [26]. Platforms noted that walls and obstacles can reduce actual operating range [28].

Fall Detection Is Not Available on the Landline Model

Four platforms explicitly stated that automatic fall detection is not available on the Classic Landline model [26]. This was described as a significant limitation for seniors at fall risk. MobileHelp's general website mentions automatic fall detection as a feature, but this appears to apply to cellular models, not the landline version [26].

Backup Battery Provides Extended Outage Protection

Independent sources report the base station has a backup battery lasting approximately 30 hours during a power outage [26]. One platform reported 32 hours [16]. The help button battery lasts approximately 5 years [30]. The current official product page reviewed did not state a battery duration, so buyers should confirm the figure for the exact shipped model [26].

Pendant Is Water-Resistant but Not Submersible

The wearable pendant is water-resistant and can be worn in the shower or bath under normal conditions, but it is not designed for prolonged submersion in a bath or swimming pool [31]. The base station itself is not waterproof [31].

Where the AI Platforms Disagreed or Were Uncertain

Product Availability Is Disputed

Two platforms could not confirm that MobileHelp currently sells a landline product. Kimi reported that the current website focuses on cellular and mobile GPS systems, with no landline product clearly listed, and noted that the official website retrieval failed during research [33]. Perplexity stated that no verifiable source confirmed the exact landline product, its monthly fee, equipment cost, battery backup, range, or contract terms [34]. These platforms rated MobileHelp "uncertain" rather than "good" or "strong."

Contract Terms Conflict Between Current and Older Sources

The current product page claims no long-term contracts [35], and independent sources confirm month-to-month cancellation [36]. However, an older MobileHelp terms page states a three-month minimum commitment, a possible $50 restocking fee, and a $350 equipment charge if equipment is not returned within 30 days [38]. The governing terms for the current Classic Landline order are unclear [39].

Pricing Conflicts Exist Across Sources

The current product page lists $25.95 per month [35], while some independent sources cite $24.95 [40]. Deepseek reported an unverified $19.95 monthly fee and $79.95 equipment cost, but flagged this as low-confidence [41]. The $24.95 vs. $25.95 discrepancy may reflect price updates, promotions, or payment plan frequency (openai, anthropic).

Response Time Data Is Inconsistent

MobileHelp claims connection to an operator "in as little as 10 seconds" [42]. Independent testing recorded response times of approximately 18 seconds (SeniorLiving.org), 45-53 seconds (TechRadar), and 1-15 seconds (AgingInPlace) [43]. The cited results were not reported specifically for the Classic Landline, and no product-specific guaranteed response time was verified [39].

Backup Battery Duration Varies by Source

Independent testing lists up to 30 hours of backup battery life [39], while one platform reported 32 hours [41]. Another platform noted reports of 30-80 hours across sources (grok). The current official product page reviewed did not state a battery duration [39].

Equipment Cost Is Unclear

NCOA reports no activation or equipment fee for the main unit [39]. Other independent information has reported a possible $49.95 processing fee under some payment arrangements or older offers [46]. Deepseek reported an unverified equipment cost around $79.95 [41]. The checkout total should be verified before purchase.

Use-Case-Specific Features and Capabilities

Landline Compatibility

The Classic Landline connects directly to a home telephone line through a phone jack with an included phone cord [47]. It is specifically designed for homes without reliable cellular signal [47]. MobileHelp's terms warn that DSL, VoIP, or other broadband telephone services may interfere with alarm transmission and line seizure [49]. Buyers should confirm their telephone service uses a traditional analog line rather than VoIP, DSL-based, fiber-based, or digital voice adapter service.

Base Station Range

The advertised range is up to 600 feet between the base station and the wearable pendant [50]. This is smaller than the 1,400 feet offered by the cellular model [52]. Walls and other obstacles can significantly decrease actual operating range [57]. Buyers should test range in all rooms before relying on the system.

Two-Way Communication

The system provides two-way communication through the base station, not through the pendant [50]. The user must be close enough to the base station to hear and speak with the monitoring center [51]. The pendant can only trigger a call; it cannot carry voice communication.

Pendant Durability and Water Resistance

The wearable button is water-resistant and suitable for shower use, but not for submersion in a bath or swimming pool [58]. Detailed durability testing and a specific ingress-protection rating were not verified [51]. The base station is not waterproof [58].

Response Center Availability and Speed

MobileHelp advertises U.S.-based 24/7 monitoring [50]. Independent NCOA testing found monitoring-center connection for MobileHelp devices to be almost immediate, but the cited result was not reported specifically for the Classic Landline [51]. MobileHelp claims connection in as little as 10 seconds; the industry standard is 60 seconds or less [60]. Independent testing recorded response times of approximately 18-53 seconds [61].

Backup Battery Life

The base station has a backup battery lasting approximately 30 hours during a power outage [51]. One source reported 32 hours [53]. The help button battery lasts approximately 5 years [62]. The current official product page reviewed did not state a battery duration, so confirm the figure for the exact shipped model [51].

Automatic Fall Detection

Automatic fall detection is not available on the Classic Landline model [51]. This is a significant limitation for seniors at fall risk. MobileHelp's general product page presents automatic fall detection as an available feature, but this appears to apply to cellular models [51]. Buyers who need fall detection should consider the cellular model or a competitor.

Wearable Options

The landline system does not offer wristband or wall-mounted button options [52]. The only wearable is the pendant. This limits placement flexibility and alternative wearing choices compared to the cellular model.

Pricing, Fees, Contracts, and Ongoing Costs

Known Costs

Cost ItemAmountSource Confidence
Monthly monitoring (starting)$25.95/monthHigh [64]
Monthly monitoring (annual plan)$24.95/monthModerate [68]
Quarterly billing$77.85Moderate (anthropic, grok)
Annual billing$285.45Moderate (anthropic, grok, google)
Equipment cost$0 (leased)Moderate [69]
Activation fee$0Moderate [69]
Optional protection plan$6.99/monthModerate (openai, anthropic)
Optional lockbox$2.99/month (free with annual)Moderate (openai, anthropic)
Optional OnGuard Alerts$2.99/monthModerate (anthropic)
Additional help/wall buttons~$2.99/monthLow (openai)
Possible processing fee$49.95 (unclear if current)Low [70]
Possible equipment cost~$79.95 (unverified)Low [71]

Contract and Cancellation Terms

The current product page claims no long-term contracts [64]. Independent sources confirm month-to-month service that can be cancelled anytime, with a 30-day risk-free trial and full refund [69]. Prorated refunds are available after 30 days [69]. Equipment remains on lease; there is no equipment purchase [69].

However, an older MobileHelp terms page states a three-month minimum commitment, a possible $50 restocking fee, and a $350 equipment charge if equipment is not returned within 30 days [74]. The governing terms for the current Classic Landline order are unclear [75]. One platform, deepseek, reported that an annual contract is required, but this conflicts with other sources and was flagged as low-confidence [71].

Buyers should rely on the terms displayed in the current order confirmation, not the older terms page [74].

Best Suited For

MobileHelp Classic Landline is best suited for:

  • Seniors who spend nearly all of their time at home (openai, anthropic)
  • Homes with reliable traditional landline service and a suitable telephone connection [76]
  • Buyers prioritizing low recurring monitoring cost and no long-term contract claim [76]
  • Users who want a simple pendant-and-base-station design (openai)
  • Seniors in areas with unreliable cellular coverage who have working landline service [77]
  • Budget-conscious buyers seeking the lowest monthly monitoring cost [79]
  • Users with simple needs and a preference for no-contract, easy setup [81]

Probably Not Best Suited For

MobileHelp Classic Landline is probably not best suited for:

  • People who need automatic fall detection — not available on the landline model [82]
  • Homes using VoIP, DSL-sharing arrangements, or other telephone services that may interfere with alarm transmission [87]
  • Users who need protection outside the home — the system is in-home only (openai, anthropic)
  • Buyers requiring independently published, product-specific response-time guarantees [82]
  • Users needing wristband or wall-mounted button options [83]
  • Seniors in large multi-story homes where 600-foot range proves insufficient [83]
  • Buyers who require clearly published current cancellation terms and transparent all-in pricing (openai, perplexity)

When Another Option May Be Better

Consider an alternative in these situations:

  • Fall detection is needed: Choose a cellular in-home system when fall-detection compatibility is more important than using landline service (openai, anthropic, google). MobileHelp's cellular model supports fall detection but loses the landline advantage (anthropic).
  • The home lacks a reliable traditional landline: Choose a cellular in-home system when the home lacks a reliable traditional landline (openai, google).
  • The senior regularly leaves home alone: Choose a mobile or GPS system for out-of-home protection (openai, anthropic).
  • Greater range is needed: MobileHelp Cellular offers 1,400 feet versus 600 feet for the landline model [88].
  • Wristband or wall-mounted buttons are desired: Consider MobileHelp Cellular or competitors like LifeFone (anthropic).
  • Caregiver app notifications are important: Medical Guardian or Bay Alarm Medical offer more robust apps (anthropic).
  • Transparent current pricing and terms are required: Choose another provider when the buyer requires clearly published current cancellation terms, transparent all-in pricing, or independently documented product-specific response times (openai, perplexity).

Questions to Verify Before Buying

Before purchasing the MobileHelp Classic Landline, verify the following:

  1. Does the exact phone service use a traditional analog line, or is it VoIP, DSL-based, fiber-based, or a digital voice adapter? [89]
  2. Does the Classic Landline require an RJ31X jack or another specific installation method? (openai)
  3. What is the exact current monthly, quarterly, and annual price for the buyer's ZIP code? (openai, anthropic)
  4. Is there a current processing, activation, shipping, or equipment fee? [90]
  5. What are the exact minimum-term, cancellation, refund, restocking, and unreturned-equipment terms in the current order? [89]
  6. What is the exact backup-battery duration for the shipped base-station model? [92]
  7. Is automatic fall detection truly unavailable for the landline model, and if so, which MobileHelp model supports it? [92]
  8. What response-time statistics, testing procedures, and escalation procedures apply specifically to Classic Landline? [92]
  9. How is service affected if the landline is in use, disconnected, damaged, or unavailable during an alarm? (openai, anthropic)
  10. What pendant water-resistance and replacement coverage apply, and what battery-replacement process is required? [96]
  11. Does MobileHelp currently sell the landline product? Two platforms could not verify current availability from public-facing information [97].

Final AI Consensus Verdict

The AI platform consensus is that MobileHelp Classic Landline is a good fit for seniors with reliable traditional landline service who want a simple, low-cost in-home medical alert system. Four of seven platforms rated it "good," one rated it "strong," and two rated it "uncertain."

The strongest case for MobileHelp is its combination of landline-specific design, competitive pricing starting at $25.95 per month, no long-term contract claim on the current product page, and a 600-foot advertised range. Independent testing supports a 30-hour backup battery and water-resistant pendant.

The main limitations are the absence of automatic fall detection on the landline model, the base-station-only two-way communication, and the conflicts between current and older pricing and contract information. Two platforms could not verify that MobileHelp currently sells a landline product from public-facing information, which is a material uncertainty.

The verdict is "good," not "strong," because buyers must confirm current product availability, contract terms, total fees, telephone-line compatibility, battery duration, and the exact limitations of the landline model before purchasing (openai, anthropic, deepseek, grok).

For a broader view of how MobileHelp compares to other landline medical alert systems, see the Landline-Based Emergency Monitoring consensus index. You can also browse other options in the medical alert systems category directory.

How This Review Was Produced

This review was produced by aggregating fit-research responses from seven AI platforms: OpenAI, Anthropic, DeepSeek, Google, Grok, Kimi, and Perplexity. Each platform evaluated MobileHelp against the use case of landline-based emergency monitoring for seniors with reliable landline service. The research date for the authoritative run is 2026-08-07.

Five of seven platforms named MobileHelp during the ranking stage for landline-based emergency monitoring. The average listed rank was 3.2, with a best rank of 1 (deepseek) and a final rank of 3.

The evidence base includes 15 deduplicated sources: 5 company-owned sources from mobilehelp.com and 10 independent sources including NCOA, SafeWise, SeniorLiving.org, The Senior List, Forbes Health, and others. Company-owned evidence was used for product specifications and pricing claims; independent evidence was used for testing observations and third-party assessments.

Methodology Limitations

Several limitations apply to this review:

  • Platform-reported research dates differ: DeepSeek reported a research date of 2026-03-02, while all other platforms reported 2026-08-07. The authoritative run date is 2026-08-07. Platform-reported dates are provenance metadata and do not independently prove freshness.

  • Official-site retrieval failed for one or more mentions: Kimi reported that the official MobileHelp website retrieval failed during research, preventing direct verification of the current product lineup [99]. No failed fetch was used as a verified domain key.

  • Product name conflicts were not resolved: Platforms used different names for the relevant product (Classic Landline, Wired Home, In-Home Landline Medical Alert System). Perplexity could not verify the exact product name from available sources [100].

  • Pricing conflicts were not resolved: The $24.95 vs. $25.95 monthly price discrepancy, the possible $49.95 processing fee, and the unverified $19.95/$79.95 pricing from deepseek were all reported as conflicts rather than resolved.

  • Contract term conflicts were not resolved: The current product page claims no long-term contracts, while an older terms page states a three-month minimum. The governing terms are unclear.

  • Response-time data is not product-specific: Independent testing results were for MobileHelp devices generally, not conclusively for the Classic Landline.

  • The supplied URLs were collected from platform responses and were not independently validated by the writer stage.

  • AI-platform agreement does not prove product quality. This review reports what the platforms found in their sources; it does not constitute independent testing.

Sources

Company-Owned Sources

  • MobileHelp Classic Landline Medical Alert System: https://www.mobilehelp.com/classic-landline-medical-alert.html
  • Classic Landline: In-Home Landline Medical Alert System: https://www.mobilehelp.com/products/mobilehelp-wired-home
  • Additional AI research evidence100 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:c1
    3. AI research evidence record openai:c3
    4. AI research evidence record anthropic:c2
    5. AI research evidence record anthropic:c7
    6. AI research evidence record google:c3
    7. AI research evidence record anthropic:c5
    8. AI research evidence record openai:c1
    9. AI research evidence record anthropic:c1
    10. AI research evidence record google:c1
    11. AI research evidence record google:c3
    12. AI research evidence record perplexity:c1
    13. AI research evidence record kimi:c1
    14. AI research evidence record openai:c1
    15. AI research evidence record anthropic:c1
    16. AI research evidence record deepseek:c1
    17. AI research evidence record google:c1
    18. AI research evidence record google:c2
    19. AI research evidence record openai:c2
    20. AI research evidence record anthropic:c2
    21. AI research evidence record grok:c1
    22. AI research evidence record anthropic:c6
    23. AI research evidence record anthropic:c11
    24. AI research evidence record grok:c2
    25. AI research evidence record google:c5
    26. AI research evidence record openai:c3
    27. AI research evidence record google:c3
    28. AI research evidence record anthropic:c12
    29. AI research evidence record google:c4
    30. AI research evidence record anthropic:c9
    31. AI research evidence record anthropic:c4
    32. AI research evidence record anthropic:c10
    33. AI research evidence record kimi:c1
    34. AI research evidence record perplexity:c1
    35. AI research evidence record openai:c1
    36. AI research evidence record anthropic:c11
    37. AI research evidence record grok:c2
    38. AI research evidence record openai:c2
    39. AI research evidence record openai:c3
    40. AI research evidence record anthropic:c6
    41. AI research evidence record deepseek:c1
    42. AI research evidence record anthropic:c8
    43. AI research evidence record anthropic:c7
    44. AI research evidence record anthropic:c9
    45. AI research evidence record anthropic:c3
    46. AI research evidence record openai:c4
    47. AI research evidence record anthropic:c1
    48. AI research evidence record anthropic:c5
    49. AI research evidence record openai:c2
    50. AI research evidence record openai:c1
    51. AI research evidence record openai:c3
    52. AI research evidence record anthropic:c2
    53. AI research evidence record deepseek:c1
    54. AI research evidence record grok:c1
    55. AI research evidence record google:c1
    56. AI research evidence record google:c3
    57. AI research evidence record anthropic:c12
    58. AI research evidence record anthropic:c4
    59. AI research evidence record anthropic:c10
    60. AI research evidence record anthropic:c8
    61. AI research evidence record anthropic:c7
    62. AI research evidence record anthropic:c9
    63. AI research evidence record google:c4
    64. AI research evidence record openai:c1
    65. AI research evidence record anthropic:c2
    66. AI research evidence record grok:c1
    67. AI research evidence record google:c1
    68. AI research evidence record anthropic:c6
    69. AI research evidence record anthropic:c3
    70. AI research evidence record openai:c4
    71. AI research evidence record deepseek:c1
    72. AI research evidence record anthropic:c11
    73. AI research evidence record grok:c2
    74. AI research evidence record openai:c2
    75. AI research evidence record openai:c3
    76. AI research evidence record openai:c1
    77. AI research evidence record anthropic:c1
    78. AI research evidence record google:c1
    79. AI research evidence record anthropic:c2
    80. AI research evidence record grok:c1
    81. AI research evidence record anthropic:c3
    82. AI research evidence record openai:c3
    83. AI research evidence record anthropic:c2
    84. AI research evidence record anthropic:c12
    85. AI research evidence record grok:c1
    86. AI research evidence record google:c4
    87. AI research evidence record openai:c2
    88. AI research evidence record anthropic:c2
    89. AI research evidence record openai:c2
    90. AI research evidence record openai:c4
    91. AI research evidence record deepseek:c1
    92. AI research evidence record openai:c3
    93. AI research evidence record anthropic:c9
    94. AI research evidence record anthropic:c2
    95. AI research evidence record anthropic:c7
    96. AI research evidence record anthropic:c4
    97. AI research evidence record kimi:c1
    98. AI research evidence record perplexity:c1
    99. AI research evidence record kimi:c1
    100. AI research evidence record perplexity:c1

Independent Sources

  • MobileHelp Classic Landline Medical Alert System for Home - Advanced Security LLC: https://advancedsecurityllc.com/mobilehelp-classic-landline-medical-alert-system-for-home/
  • MobileHelp Review 2026: Pricing, Devices & Fees - MedAlert Info: https://www.medalertinfo.com/reviews/mobilehelp/
  • MobileHelp Wired Home Review - Medical Alert Buyer's Guide: https://www.medicalalertbuyersguide.org/medical-alert-system/mobilehelp-wired-home-review/
  • MobileHelp Cost, Pricing, Packages & Monthly Plans: https://www.safehome.org/medical-alert-systems/mobilehelp/
  • MobileHelp Medical Alert System Review | SafeWise: https://www.safewise.com/senior-safety/medical-alerts/mobile-help/
  • MobileHelp Medical Alert System Cost & Pricing in 2026: https://www.seniorliving.org/medical-alert-systems/mobilehelp/
  • MobileHelp Medical Alert System Cost & Pricing in 2026 - SeniorLiving.org: https://www.seniorliving.org/medical-alert/mobilehelp/
  • MobileHelp Medical Alert System Pricing and Full Review – 2026 Recommendations: https://www.theseniorlist.com/medical-alert-systems/mobilehelp/reviews/
  • Additional AI research evidence100 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:c1
    3. AI research evidence record openai:c3
    4. AI research evidence record anthropic:c2
    5. AI research evidence record anthropic:c7
    6. AI research evidence record google:c3
    7. AI research evidence record anthropic:c5
    8. AI research evidence record openai:c1
    9. AI research evidence record anthropic:c1
    10. AI research evidence record google:c1
    11. AI research evidence record google:c3
    12. AI research evidence record perplexity:c1
    13. AI research evidence record kimi:c1
    14. AI research evidence record openai:c1
    15. AI research evidence record anthropic:c1
    16. AI research evidence record deepseek:c1
    17. AI research evidence record google:c1
    18. AI research evidence record google:c2
    19. AI research evidence record openai:c2
    20. AI research evidence record anthropic:c2
    21. AI research evidence record grok:c1
    22. AI research evidence record anthropic:c6
    23. AI research evidence record anthropic:c11
    24. AI research evidence record grok:c2
    25. AI research evidence record google:c5
    26. AI research evidence record openai:c3
    27. AI research evidence record google:c3
    28. AI research evidence record anthropic:c12
    29. AI research evidence record google:c4
    30. AI research evidence record anthropic:c9
    31. AI research evidence record anthropic:c4
    32. AI research evidence record anthropic:c10
    33. AI research evidence record kimi:c1
    34. AI research evidence record perplexity:c1
    35. AI research evidence record openai:c1
    36. AI research evidence record anthropic:c11
    37. AI research evidence record grok:c2
    38. AI research evidence record openai:c2
    39. AI research evidence record openai:c3
    40. AI research evidence record anthropic:c6
    41. AI research evidence record deepseek:c1
    42. AI research evidence record anthropic:c8
    43. AI research evidence record anthropic:c7
    44. AI research evidence record anthropic:c9
    45. AI research evidence record anthropic:c3
    46. AI research evidence record openai:c4
    47. AI research evidence record anthropic:c1
    48. AI research evidence record anthropic:c5
    49. AI research evidence record openai:c2
    50. AI research evidence record openai:c1
    51. AI research evidence record openai:c3
    52. AI research evidence record anthropic:c2
    53. AI research evidence record deepseek:c1
    54. AI research evidence record grok:c1
    55. AI research evidence record google:c1
    56. AI research evidence record google:c3
    57. AI research evidence record anthropic:c12
    58. AI research evidence record anthropic:c4
    59. AI research evidence record anthropic:c10
    60. AI research evidence record anthropic:c8
    61. AI research evidence record anthropic:c7
    62. AI research evidence record anthropic:c9
    63. AI research evidence record google:c4
    64. AI research evidence record openai:c1
    65. AI research evidence record anthropic:c2
    66. AI research evidence record grok:c1
    67. AI research evidence record google:c1
    68. AI research evidence record anthropic:c6
    69. AI research evidence record anthropic:c3
    70. AI research evidence record openai:c4
    71. AI research evidence record deepseek:c1
    72. AI research evidence record anthropic:c11
    73. AI research evidence record grok:c2
    74. AI research evidence record openai:c2
    75. AI research evidence record openai:c3
    76. AI research evidence record openai:c1
    77. AI research evidence record anthropic:c1
    78. AI research evidence record google:c1
    79. AI research evidence record anthropic:c2
    80. AI research evidence record grok:c1
    81. AI research evidence record anthropic:c3
    82. AI research evidence record openai:c3
    83. AI research evidence record anthropic:c2
    84. AI research evidence record anthropic:c12
    85. AI research evidence record grok:c1
    86. AI research evidence record google:c4
    87. AI research evidence record openai:c2
    88. AI research evidence record anthropic:c2
    89. AI research evidence record openai:c2
    90. AI research evidence record openai:c4
    91. AI research evidence record deepseek:c1
    92. AI research evidence record openai:c3
    93. AI research evidence record anthropic:c9
    94. AI research evidence record anthropic:c2
    95. AI research evidence record anthropic:c7
    96. AI research evidence record anthropic:c4
    97. AI research evidence record kimi:c1
    98. AI research evidence record perplexity:c1
    99. AI research evidence record kimi:c1
    100. 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 7, 2026
Platforms analyzed
7
Source records
15
Ranking mentions
5 of 7
Platform share
71%
Final consensus rank
#3

Research trail and source mix

Platforms

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

Source mix

10 independent · 5 company-owned

Evidence support

13 direct · 2 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 945a3b365db2c89014e0b568a7007b9076943da361515ff1fa2baca7ac1f6f1d