AI Consensus Fit Review

Smart Caregiver for Door, Window & Motion Safety Alerts: AI Consensus Fit Review

Smart Caregiver is a good but narrowly scoped fit for caregivers and seniors needing simple, low-cost, local motion alerts through a wireless pager system.

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

Answer Capsule

Smart Caregiver is a good but narrowly scoped fit for caregivers and seniors needing simple, low-cost, local motion alerts through a wireless pager system. Three of seven AI platforms named Smart Caregiver during the ranking stage (43% platform share), with an average listed rank of 3.3 and a best rank of 2. The strongest reason to consider it is its combination of low upfront cost (as low as $24.95 on sale), no monthly fees, and no Wi-Fi or smartphone requirement—making it accessible for seniors who are not comfortable with apps. The main limitation is that the TL-5102MP is a motion-only sensor; it does not detect door or window openings, has no app alerts or remote monitoring, and lacks published false-alert rate or battery-life data. For comprehensive entry-point monitoring or remote family notifications, a connected security system is a better choice.

Research Snapshot

MetricValue
Platform mentions in ranking stage3 of 7 platforms (anthropic, google, grok)
Share of included platform responses43% (3 of 7)
Average listed rank3.33
Best listed rank2 (anthropic)
Relevant product/model/planSmart Caregiver TL-5102MP Motion Sensor and Pager System; WPEXT-SYS Door/Window Alarm with Caregiver Pager; 433-EXT Door/Window Open Sensor Add-On
Overall use-case fitGood for local motion alerts; mixed-to-weak for door/window contact monitoring
Research date2026-08-13

Why Smart Caregiver Qualified for This Study

Smart Caregiver qualified because three of the seven AI platforms (anthropic, google, grok) named the company during the ranking stage for the topic "Best Motion Sensors and Entry Sensors for Senior Homes." The company's TL-5102MP motion sensor and pager system was the most frequently cited product across platforms, with additional references to the WPEXT-SYS door/window alarm system and the 433-EXT door/window open sensor add-on [1]. The company has operated in the elderly care market for over 30 years and offers U.S.-based customer support by phone, text, or chat [4].

The Product, Model, Plan, or Service Most Relevant to Door, Window & Motion Safety Alerts

The most relevant product is the Smart Caregiver TL-5102MP Motion Sensor and Pager System, a wireless passive infrared (PIR) motion detector paired with a portable caregiver pager. The system is designed for bed-exit monitoring, doorway activity detection, and room-level motion alerts [5].

For door and window coverage specifically, Smart Caregiver offers two separate products that are not compatible with the TL-5102MP pager:

  • WPEXT-SYS Door/Window Alarm with Caregiver Pager ($59.90): Includes a TL-2020P pager and 433-EXT exit sensor [7].
  • 433-EXT Door/Window Open Sensor Add-On ($29.95): A magnetic contact sensor requiring a compatible pager or wireless monitor, such as the 433-EC or 433-CMU central monitoring units [8].

This distinction is critical: the TL-5102MP detects motion, not door/window open/closed status. Buyers needing entry-point monitoring must purchase a separate system.

What the AI Platforms Agreed About

Strong Agreement: Low Cost and No Subscription Fees

All platforms that provided pricing information agreed that the TL-5102MP has no monthly subscription, no contract, and no recurring service fees [11]. Pricing ranged from $24.95 (sale) to $59.95 (standard listing), with one third-party seller listing it at $54.95 [11].

Strong Agreement: Simple Installation

All platforms agreed the system is exceptionally easy to set up. The motion sensor includes a swivel bracket for adjustable detection angles, mounting screws, and adhesive strips [11]. The system is pre-programmed out of the box—users insert batteries and position the sensor [12]. No wiring, programming, or technical knowledge is required [12].

Strong Agreement: No App Alerts or Remote Monitoring

All platforms agreed the TL-5102MP is a completely local, offline system. Alerts go only to the wireless pager; there is no smartphone app, cloud access, push notification, or remote activity log [16]. This was consistently identified as the system's biggest limitation for remote caregivers.

Strong Agreement: No Professional Monitoring Compatibility

All platforms agreed the TL-5102MP does not integrate with professional alarm-monitoring services or emergency dispatch [22]. Smart Caregiver offers facility-oriented central monitoring equipment, but the reviewed TL-5102MP package is a standalone local pager system [22].

Majority Agreement: Motion-Only, Not Door/Window Contact

Five of seven platforms (openai, anthropic, deepseek, google, kimi) explicitly noted that the TL-5102MP is a motion sensor, not a door/window contact sensor. Door/window monitoring requires separate 433-EXT-based products that work with different monitor units [23].

Where the AI Platforms Disagreed or Were Uncertain

Fit Rating Disagreement

Platform fit ratings ranged from "strong" to "uncertain":

PlatformFit Rating
grokStrong
openaiGood
deepseekGood
anthropicMixed
googleMixed
kimiUncertain
perplexityUncertain

Grok rated the system a "strong fit" for basic pager-based motion alerts [27], while perplexity and kimi rated it "uncertain" due to unverified specifications and the narrow use-case match [28].

Range Specification Conflict

The company claims up to 300 feet of wireless range between sensor and pager [30]. However, one independent source cites 150 feet depending on environmental conditions [32]. Google noted the same conflict, stating that third-party retailer listings cite a 150-foot operational range depending on environmental interference and home layouts [33]. No standardized in-home range test was found.

Battery Inclusion Conflict

The official TL-5102MP product page states batteries are included [30], while the instruction PDF states that pager and sensor batteries are not included [34]. Anthropic flagged the same inconsistency across listings [35]. Battery types also conflict: some sources say 3 AA for the sensor and 2 AA for the pager [35], while deepseek says 3 AAA for the sensor and 4 AA for the pager [37].

False-Alert Severity Disagreement

Anthropic and google documented customer reviews reporting excessive sensitivity—one user reported pager alerts from every small shift of a sleeping resident [38]. Another customer reported complete failure to detect required movements and switched to a beam sensor [39]. Deepseek, however, suggested the system is "less prone to false alarms than camera-based systems" when properly placed [40]. The sample size is small (8 reviews on one retailer), so prevalence among all users is unknown [38].

Warranty Period Conflict

The TL-5102MP instruction PDF states a 90-day warranty [34], while current product pages for other Smart Caregiver products state a one-year warranty [41]. The current TL-5102MP warranty period is unclear.

Pricing Conflict

The official site displayed the TL-5102MP at $24.95 on a sale page (marked down from $49.95), while another official product listing displayed a motion sensor with caregiver pager at $59.95 [30]. A third-party seller listed the TL-5102MP at $54.95 [34]. Kimi estimated $99–$150 based on retailer listings [29]. The exact price should be verified at checkout.

Use-Case-Specific Features and Capabilities

Sensor Range

The TL-5102MP has a claimed wireless range of up to 300 feet between the motion sensor and pager [43]. The motion sensor itself has a detection range of approximately 15–25 feet, typical for PIR sensors [46]. The instructions warn that actual effective range depends on physical and environmental conditions and that the system has no out-of-range notification [47]. One independent source cites 150 feet depending on environment [48].

False-Alert Rate and Motion Accuracy

No independently measured false-alert rate or detection-accuracy percentage was found [47]. The product uses an infrared motion field and can alert when movement interrupts that field [47]. Customer reviews document both excessive sensitivity [51] and reliability failures [53]. No pet-immunity, tamper, or AI-based filtering features are mentioned [50].

Door and Window Coverage

The TL-5102MP does not detect door or window openings. Smart Caregiver separately offers the WPEXT-SYS system ($59.90) with a TL-2020P pager and 433-EXT exit sensor [54], and the 433-EXT as an add-on ($29.95) requiring a compatible pager or wireless monitor [55]. The 433-EXT works with 433-EC or 433-CMU central monitors, not the TL-5102MP pager [56]. The door/window sensor is described as easy to install on doors, windows, sliding glass doors, and exits [54].

Battery Life

Battery life is not clearly published. The motion sensor operates on 3 AA batteries; the pager on 2 AA batteries [58]. Deepseek claims the sensor battery lasts approximately 6 months with normal use, but this is a company claim without independent verification [46]. Kimi noted competitors like eufy offer 2-year battery life for motion sensors [50].

App Alerts and Remote Access

No smartphone app, push notifications, cloud access, or remote activity logs exist for the reviewed products [47]. Alerts are limited to the dedicated pager unit via radio frequency [50].

Professional Monitoring Compatibility

No integration with professional monitoring services or emergency dispatch was established for the TL-5102MP [62]. Smart Caregiver offers facility-oriented central monitoring equipment, but compatibility with third-party alarm-monitoring services was not confirmed [62].

Installation Ease

The system is pre-programmed out of the box. Setup requires only inserting batteries and positioning the sensor with its included swivel bracket [63]. The sensor can be mounted using screws or adhesive strips [43]. No wiring or tools are required [46].

Expandability

A single Smart Caregiver pager can connect to up to six wireless devices, including motion detectors, door exit sensors, bed pads, chair sensors, floor mats, and call buttons [65]. However, the TL-5102MP documentation describes a one-to-one sensor-and-pager system [47].

Pricing, Fees, Contracts, and Ongoing Costs

Known Costs

ItemPriceSource
TL-5102MP (sale listing)$24.95 (from $49.95)[67], [68]
Motion sensor with caregiver pager (standard listing)$59.95[67]
TL-5102MP (third-party seller)$54.95[69]
WPEXT-SYS Door/Window Alarm with Caregiver Pager$59.90[70]
433-EXT Door/Window Open Sensor Add-On$29.95[71]
Additional pager~$40–$50[72]
TL-5102MP (kimi estimate)~$99–$150[73]

Ongoing Costs

  • No monthly subscription or service fees [67]
  • Replacement batteries: 3 AA for sensor, 2 AA for pager [76]; replacement frequency not documented [76]
  • Optional AC-04 power adapter for sensor or pager (price not specified) [76]
  • Optional extendable mounting bracket (price not specified) [76]
  • Free shipping on orders over $59.95 [67]

Contract and Cancellation Terms

  • No contract required [72]
  • Official site advertises easy returns within 30 days [67]
  • 90-day warranty per TL-5102MP instruction PDF [69]
  • One-year warranty for WPEXT-SYS and 433-EXT products [70]

Best Suited For

  • Caregivers who need an inexpensive bedside, hallway, doorway, or room-motion alert [78]
  • Homes where a portable pager is acceptable and the caregiver remains within radio range [78]
  • Basic anti-wandering or entrance-alert coverage using separate door/window sensors [80]
  • Buyers seeking no-Wi-Fi, no-monthly-fee operation [78]
  • Seniors who are not comfortable with smartphones or apps [84]
  • Silent in-room monitoring to avoid disturbing residents with dementia [85]
  • Budget-conscious caregivers prioritizing low setup complexity over advanced features [86]

Probably Not Best Suited For

  • Remote family monitoring through a mobile app [87]
  • Professional alarm-center monitoring or emergency dispatch [90]
  • Whole-home security with centralized event history and automation [87]
  • Comprehensive door/window contact sensing for every entry point [93]
  • Hallway or garage monitoring with high activity where false alerts are problematic [94]
  • Large homes/facilities needing 300+ ft range with reliable performance across all distances [95]
  • Smart home ecosystem integration (Alexa, Google, SmartThings) [92]
  • Cellular backup for power outages [92]

When Another Option May Be Better

  • Choose a Wi-Fi or cellular smart-home system when family members need app push notifications, remote access, event history, cameras, or automation [96].
  • Choose a professionally monitored medical-alert or security system when emergency escalation, 24/7 response, or dispatch integration is required [96].
  • Choose a dedicated door/window contact system (e.g., Ring Alarm, SimpliSafe, eufy, ADT) rather than the TL-5102MP when the primary requirement is reliable open/close detection at multiple entrances [96].
  • Choose a system with published battery-life, pet-immunity, tamper, and out-of-range specifications when measurable reliability is more important than low cost [96].
  • Choose beam sensors or pressure-pad alternatives if false-alert sensitivity is a critical issue [102].

Questions to Verify Before Buying

  1. What exact TL-5102MP SKU and hardware revision is being shipped? [103]
  2. Are batteries included in the current package, and what battery types and expected replacement intervals apply? [103]
  3. What is the current warranty period for the exact TL-5102MP unit? [104]
  4. What range should be expected through the home's actual walls, floors, garage, and exterior doors? [104]
  5. Does the pager provide any low-battery, communication-loss, or out-of-range warning? [104]
  6. Can one pager receive alerts from the required number of motion and door/window sensors? [108]
  7. Which pager or monitor is required for 433-EXT sensors, and can the existing TL-5102MP pager receive those alerts? [110]
  8. Can alerts be forwarded to a phone, monitoring center, or emergency contact? The reviewed materials do not establish this [104].
  9. How does the motion sensor behave around pets, HVAC airflow, sunlight, reflective surfaces, and nighttime conditions? [104]
  10. What return process applies if the system produces nuisance alerts or cannot cover the intended locations? [103]

Final AI Consensus Verdict

Smart Caregiver is a good, narrowly scoped fit for nearby caregivers who want inexpensive, no-subscription motion and entrance alerts through a local pager. The TL-5102MP is suitable for basic doorway, hallway, bedside, or room-motion detection, with easy installation and silent pager alerts that avoid disturbing residents [113]. However, door/window monitoring requires a separate 433-EXT-based product that is not compatible with the TL-5102MP pager [116]. Because the system lacks documented app alerts, remote access, out-of-range supervision, published accuracy metrics, and confirmed professional-monitoring integration, buyers needing comprehensive remote or security-grade monitoring should consider another option [118].

The consensus across platforms is that Smart Caregiver is a solid entry-level solution for single-location motion monitoring, not a complete door/window/motion safety system. For the specific use case of door, window, and motion safety alerts in senior homes, it earns a "good" fit rating with significant caveats. See the full Door, Window & Motion Safety Alerts consensus index for comparisons with other products.

How This Review Was Produced

This review was produced by aggregating fit-research responses from seven AI platforms (openai, anthropic, deepseek, grok, perplexity, kimi, google), each of which evaluated Smart Caregiver against the category criteria of sensor range, false-alert rate, door/window coverage, motion detection accuracy, battery life, app alerts, professional monitoring compatibility, and installation ease. The research date is 2026-08-13. Platform responses were normalized, deduplicated, and cross-checked against the supplied citation catalog. Fit ratings were assigned by each platform independently, and this review reports those ratings without modification.

For more context on how Smart Caregiver fits within the broader category, see the home safety category directory.

Methodology Limitations

  • Company-owned citations materially outnumber independent citations (13 owned vs. 7 independent). Company claims about range, battery life, and features should not be treated as independently verified.
  • Platform-reported research dates differ from the authoritative run date. Deepseek's response is dated 2026-04-09, while the authoritative research date is 2026-08-13. This discrepancy is disclosed as a methodology limitation.
  • The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
  • Platform mentions count only platforms that named Smart Caregiver during ranking discovery (3 of 7). All seven platforms evaluated fit, but only three named the entity in the ranking stage.
  • No independent testing was performed. Claims about false-alert rates, motion accuracy, battery longevity, and real-world range are based on company materials and limited customer reviews.
  • Pricing conflicts were not resolved. Multiple price points exist across official and third-party listings; buyers should verify at checkout.
  • The sample size for customer reviews is small (8 reviews on one retailer), so the prevalence of false-alert issues among all users is unknown [122].

Sources

Company-Owned Sources

  • Smart Caregiver official website: https://smartcaregiver.com/
  • TL-5102MP Motion Sensor Caregiver Paging System Instructions: https://smartcaregiver.com/instruction_pdfs/TL-5102MP_Instr_web.pdf
  • Door/Window Open Sensor Add-On – Smart Caregiver: https://smartcaregiver.com/products/exit-alert-system-replacement
  • Door/Window Alarm with Caregiver Pager: https://smartcaregiver.com/products/exit-sensor-pager-system
  • Motion Sensor & Caregiver Pager System for Movement Detection: https://smartcaregiver.com/products/motion-sensor-caregiver-pager-system/
  • Smart Caregiver Wireless Motion Sensor with Pager - Product Page: https://smartcaregiver.com/products/smart-caregiver-wireless-motion-sensor-with-pager
  • Motion Sensor & Caregiver Pager for Seniors | Smart Caregiver: https://smartcaregiver.com/tl-5102mp/
  • Additional AI research evidence122 records
    1. AI research evidence record openai:c1
    2. AI research evidence record openai:c3
    3. AI research evidence record openai:c4
    4. AI research evidence record anthropic:c11
    5. AI research evidence record openai:c1
    6. AI research evidence record anthropic:c1
    7. AI research evidence record openai:c3
    8. AI research evidence record openai:c4
    9. AI research evidence record anthropic:c5
    10. AI research evidence record google:c5
    11. AI research evidence record openai:c1
    12. AI research evidence record anthropic:c9
    13. AI research evidence record deepseek:c1
    14. AI research evidence record grok:c1
    15. AI research evidence record google:c2
    16. AI research evidence record openai:c2
    17. AI research evidence record anthropic:c10
    18. AI research evidence record google:c1
    19. AI research evidence record anthropic:c8
    20. AI research evidence record google:c4
    21. AI research evidence record kimi:c1
    22. AI research evidence record openai:c6
    23. AI research evidence record openai:c3
    24. AI research evidence record openai:c4
    25. AI research evidence record anthropic:c5
    26. AI research evidence record google:c5
    27. AI research evidence record grok:c1
    28. AI research evidence record perplexity:c1
    29. AI research evidence record kimi:c1
    30. AI research evidence record openai:c1
    31. AI research evidence record anthropic:c1
    32. AI research evidence record anthropic:c2
    33. AI research evidence record google:c2
    34. AI research evidence record openai:c2
    35. AI research evidence record anthropic:c7
    36. AI research evidence record google:c1
    37. AI research evidence record deepseek:c1
    38. AI research evidence record anthropic:c3
    39. AI research evidence record anthropic:c4
    40. AI research evidence record deepseek:c2
    41. AI research evidence record openai:c3
    42. AI research evidence record openai:c4
    43. AI research evidence record openai:c1
    44. AI research evidence record anthropic:c1
    45. AI research evidence record grok:c1
    46. AI research evidence record deepseek:c1
    47. AI research evidence record openai:c2
    48. AI research evidence record anthropic:c2
    49. AI research evidence record deepseek:c2
    50. AI research evidence record kimi:c1
    51. AI research evidence record anthropic:c3
    52. AI research evidence record google:c2
    53. AI research evidence record anthropic:c4
    54. AI research evidence record openai:c3
    55. AI research evidence record openai:c4
    56. AI research evidence record anthropic:c5
    57. AI research evidence record google:c5
    58. AI research evidence record anthropic:c7
    59. AI research evidence record google:c1
    60. AI research evidence record anthropic:c8
    61. AI research evidence record google:c4
    62. AI research evidence record openai:c6
    63. AI research evidence record anthropic:c9
    64. AI research evidence record anthropic:c10
    65. AI research evidence record openai:c5
    66. AI research evidence record anthropic:c11
    67. AI research evidence record openai:c1
    68. AI research evidence record grok:c1
    69. AI research evidence record openai:c2
    70. AI research evidence record openai:c3
    71. AI research evidence record openai:c4
    72. AI research evidence record deepseek:c1
    73. AI research evidence record kimi:c1
    74. AI research evidence record anthropic:c9
    75. AI research evidence record google:c2
    76. AI research evidence record anthropic:c7
    77. AI research evidence record google:c1
    78. AI research evidence record openai:c1
    79. AI research evidence record anthropic:c1
    80. AI research evidence record openai:c3
    81. AI research evidence record openai:c4
    82. AI research evidence record grok:c1
    83. AI research evidence record google:c2
    84. AI research evidence record deepseek:c1
    85. AI research evidence record google:c3
    86. AI research evidence record anthropic:c9
    87. AI research evidence record openai:c2
    88. AI research evidence record anthropic:c8
    89. AI research evidence record google:c4
    90. AI research evidence record openai:c6
    91. AI research evidence record deepseek:c1
    92. AI research evidence record kimi:c1
    93. AI research evidence record anthropic:c5
    94. AI research evidence record anthropic:c3
    95. AI research evidence record anthropic:c2
    96. AI research evidence record openai:c1
    97. AI research evidence record anthropic:c1
    98. AI research evidence record deepseek:c1
    99. AI research evidence record anthropic:c5
    100. AI research evidence record kimi:c1
    101. AI research evidence record anthropic:c7
    102. AI research evidence record anthropic:c4
    103. AI research evidence record openai:c1
    104. AI research evidence record openai:c2
    105. AI research evidence record anthropic:c7
    106. AI research evidence record google:c2
    107. AI research evidence record anthropic:c2
    108. AI research evidence record openai:c5
    109. AI research evidence record anthropic:c11
    110. AI research evidence record anthropic:c5
    111. AI research evidence record google:c5
    112. AI research evidence record deepseek:c2
    113. AI research evidence record openai:c1
    114. AI research evidence record anthropic:c9
    115. AI research evidence record google:c3
    116. AI research evidence record anthropic:c5
    117. AI research evidence record google:c5
    118. AI research evidence record openai:c2
    119. AI research evidence record anthropic:c8
    120. AI research evidence record deepseek:c1
    121. AI research evidence record kimi:c1
    122. AI research evidence record anthropic:c3

Independent Sources

  • 4 Best Door Alarms for Dementia Patients (2026): Exit Alerts | ElderlyDaily: https://elderlydaily.com/best-door-alarms-for-dementia/
  • Smart Caregiver Wireless Motion Sensor Alarm System with Pager for Fall and Wandering Prevention - Manuals.plus: https://manuals.plus/smart-caregiver/wireless-motion-sensor-alarm-system-with-pager-manual
  • Caregiver Paging System Smart Caregiver™ White - McKesson: https://mms.mckesson.com/product/763814/Smart-Caregiver-TL-5102MP
  • Smart Caregiver Economy Central Monitoring Unit Window/Door Exit Transmitter: https://www.libertyhealthsupply.com/smart-caregiver-economy-central-monitoring-unit-window-door-exit-transmitter/
  • Complete Motion Sensor to Wireless Pager System (Stand Alone: https://www.nursinghomeaids.com/complete-motion-sensor-to-wireless-pager-system-stand-alone/
  • Additional AI research evidence122 records
    1. AI research evidence record openai:c1
    2. AI research evidence record openai:c3
    3. AI research evidence record openai:c4
    4. AI research evidence record anthropic:c11
    5. AI research evidence record openai:c1
    6. AI research evidence record anthropic:c1
    7. AI research evidence record openai:c3
    8. AI research evidence record openai:c4
    9. AI research evidence record anthropic:c5
    10. AI research evidence record google:c5
    11. AI research evidence record openai:c1
    12. AI research evidence record anthropic:c9
    13. AI research evidence record deepseek:c1
    14. AI research evidence record grok:c1
    15. AI research evidence record google:c2
    16. AI research evidence record openai:c2
    17. AI research evidence record anthropic:c10
    18. AI research evidence record google:c1
    19. AI research evidence record anthropic:c8
    20. AI research evidence record google:c4
    21. AI research evidence record kimi:c1
    22. AI research evidence record openai:c6
    23. AI research evidence record openai:c3
    24. AI research evidence record openai:c4
    25. AI research evidence record anthropic:c5
    26. AI research evidence record google:c5
    27. AI research evidence record grok:c1
    28. AI research evidence record perplexity:c1
    29. AI research evidence record kimi:c1
    30. AI research evidence record openai:c1
    31. AI research evidence record anthropic:c1
    32. AI research evidence record anthropic:c2
    33. AI research evidence record google:c2
    34. AI research evidence record openai:c2
    35. AI research evidence record anthropic:c7
    36. AI research evidence record google:c1
    37. AI research evidence record deepseek:c1
    38. AI research evidence record anthropic:c3
    39. AI research evidence record anthropic:c4
    40. AI research evidence record deepseek:c2
    41. AI research evidence record openai:c3
    42. AI research evidence record openai:c4
    43. AI research evidence record openai:c1
    44. AI research evidence record anthropic:c1
    45. AI research evidence record grok:c1
    46. AI research evidence record deepseek:c1
    47. AI research evidence record openai:c2
    48. AI research evidence record anthropic:c2
    49. AI research evidence record deepseek:c2
    50. AI research evidence record kimi:c1
    51. AI research evidence record anthropic:c3
    52. AI research evidence record google:c2
    53. AI research evidence record anthropic:c4
    54. AI research evidence record openai:c3
    55. AI research evidence record openai:c4
    56. AI research evidence record anthropic:c5
    57. AI research evidence record google:c5
    58. AI research evidence record anthropic:c7
    59. AI research evidence record google:c1
    60. AI research evidence record anthropic:c8
    61. AI research evidence record google:c4
    62. AI research evidence record openai:c6
    63. AI research evidence record anthropic:c9
    64. AI research evidence record anthropic:c10
    65. AI research evidence record openai:c5
    66. AI research evidence record anthropic:c11
    67. AI research evidence record openai:c1
    68. AI research evidence record grok:c1
    69. AI research evidence record openai:c2
    70. AI research evidence record openai:c3
    71. AI research evidence record openai:c4
    72. AI research evidence record deepseek:c1
    73. AI research evidence record kimi:c1
    74. AI research evidence record anthropic:c9
    75. AI research evidence record google:c2
    76. AI research evidence record anthropic:c7
    77. AI research evidence record google:c1
    78. AI research evidence record openai:c1
    79. AI research evidence record anthropic:c1
    80. AI research evidence record openai:c3
    81. AI research evidence record openai:c4
    82. AI research evidence record grok:c1
    83. AI research evidence record google:c2
    84. AI research evidence record deepseek:c1
    85. AI research evidence record google:c3
    86. AI research evidence record anthropic:c9
    87. AI research evidence record openai:c2
    88. AI research evidence record anthropic:c8
    89. AI research evidence record google:c4
    90. AI research evidence record openai:c6
    91. AI research evidence record deepseek:c1
    92. AI research evidence record kimi:c1
    93. AI research evidence record anthropic:c5
    94. AI research evidence record anthropic:c3
    95. AI research evidence record anthropic:c2
    96. AI research evidence record openai:c1
    97. AI research evidence record anthropic:c1
    98. AI research evidence record deepseek:c1
    99. AI research evidence record anthropic:c5
    100. AI research evidence record kimi:c1
    101. AI research evidence record anthropic:c7
    102. AI research evidence record anthropic:c4
    103. AI research evidence record openai:c1
    104. AI research evidence record openai:c2
    105. AI research evidence record anthropic:c7
    106. AI research evidence record google:c2
    107. AI research evidence record anthropic:c2
    108. AI research evidence record openai:c5
    109. AI research evidence record anthropic:c11
    110. AI research evidence record anthropic:c5
    111. AI research evidence record google:c5
    112. AI research evidence record deepseek:c2
    113. AI research evidence record openai:c1
    114. AI research evidence record anthropic:c9
    115. AI research evidence record google:c3
    116. AI research evidence record anthropic:c5
    117. AI research evidence record google:c5
    118. AI research evidence record openai:c2
    119. AI research evidence record anthropic:c8
    120. AI research evidence record deepseek:c1
    121. AI research evidence record kimi:c1
    122. AI research evidence record anthropic:c3

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Study date
Aug 13, 2026
Platforms analyzed
7
Source records
20
Ranking mentions
3 of 7
Platform share
43%
Final consensus rank
#5

Research trail and source mix

Platforms

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

Source mix

7 independent · 13 company-owned

Evidence support

17 direct · 3 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 6e7cfbf4a20f8259b29757d912116921f39a95abbbd5314c2b79ddc41327ac57