AI Consensus Fit Review

Jiobit Smart Tag for Portable GPS and Wander Management - AI Consensus Fit Review

The Jiobit Smart Tag is a mixed-to-strong fit for portable GPS and wander management, depending on the senior's cognitive stage and the caregiver's feature priorities.

Situation-specific fit reviewA focused review of how this provider fits the needs addressed by this research category.
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senior-technologyPublished by Aging in Place Index to support informed aging-in-place decisions.

Answer Capsule

The Jiobit Smart Tag is a mixed-to-strong fit for portable GPS and wander management, depending on the senior's cognitive stage and the caregiver's feature priorities. Three of seven AI platforms named Jiobit during the ranking stage (43% platform share), with an average listed rank of 2.67 and a best rank of 2. The strongest reason to consider Jiobit is its standalone cellular tracking—the senior does not need to carry a smartphone—combined with geofence alerts, multi-caregiver sharing, and a discreet 18-gram form factor. The main limitation is battery life: real-world testing consistently shows 4-7 days with normal use and as little as 12-24 hours under continuous live tracking, far below the company's "up to 30 days" claim. Jiobit also lacks two-way voice calling, a dedicated SOS button, fall detection, and tamper-resistant attachment, making it a weaker choice for advanced dementia care.

Research Snapshot

MetricValue
Platform mentions in ranking stage3 of 7 platforms (deepseek, google, openai)
Share of included platform responses43% (3 of 7)
Average listed rank2.67
Best listed rank2 (openai)
Final rank3
Relevant product/model/planJiobit Gen 3 Smart Tag with unlimited cellular data plan or Jiobit Care Plan (monthly subscription)
Overall use-case fitMixed (2 strong, 2 good, 2 mixed, 1 uncertain)
Research date2026-08-12

Why Jiobit Smart Tag Qualified for This Study

Jiobit Smart Tag qualified for this Portable GPS & Wander Management review because three of the seven participating AI platforms (deepseek, google, openai) named it during the ranking discovery stage. The platforms identified Jiobit as a candidate based on its standalone cellular connectivity, geofence alerting, caregiver app, and small wearable design—all criteria relevant to monitoring seniors who wander [1].

Jiobit is a product of Life360, and the device uses an embedded SIM with its own cellular connection, meaning the tracked senior does not need to carry a smartphone or maintain a separate carrier plan [1]. This standalone operation is a core reason Jiobit appeared in wander-management rankings rather than being grouped with Bluetooth-only tags like AirTag or Tile, which lack real-time cellular tracking at distance [2].

The Product, Model, Plan, or Service Most Relevant to Portable GPS & Wander Management

The most relevant product configuration is the Jiobit Gen 3 Smart Tag paired with the Jiobit unlimited cellular data plan or the Jiobit Care Plan (monthly subscription). Six of seven platforms referenced the Gen 3 model by name, though openai noted that current public pages do not clearly verify continued availability of the specifically named Gen 3 model or a distinct "Jiobit Care Plan" [5].

The device itself is exceptionally small: 18 grams (about 0.6 ounces), roughly the size of a tea bag, with dimensions of approximately 3.2 inches long, 1.25 inches wide, and 0.5 inches thick [7]. It carries an IPX8 water-resistance rating, meaning it can withstand submersion up to 30 minutes at 5 feet [9].

The Gen 3 uses hybrid positioning that combines GPS/GLONASS, cellular (LPWA CatM1), Wi-Fi, and Bluetooth to maintain tracking indoors and in dense urban environments where GPS alone fails [9]. The company advertises location accuracy of approximately 1-50 feet outdoors with live reporting as often as every 10 seconds [5], while independent testing confirms real-world accuracy around 10-30 feet outdoors [11].

What the AI Platforms Agreed About

Standalone cellular tracking is Jiobit's core strength. All platforms that provided substantive assessments agreed that Jiobit's embedded cellular connectivity is a major advantage for wander management because it does not depend on the senior carrying a smartphone [12]. The device combines GPS, cellular, Wi-Fi, and Bluetooth for hybrid positioning [12].

Geofence alerts are a well-supported feature. Platforms consistently described Jiobit's "Trusted Places" geofencing as functional and useful for wander management. Independent testing reports geofence alert delivery within 1-3 minutes of boundary crossing, with multiple caregivers receiving alerts simultaneously [18]. The company recommends adjusting boundary size because oversized geofences reduce alert usefulness [19].

The device is discreet and wearable. Multiple platforms highlighted the 18-gram weight and modular attachment system, which includes a Secure Loop, Hem Lock Clip, and Strap Clip for clothing, belts, backpacks, and accessories [20]. This discretion is valuable for seniors who may resist wearing visible tracking devices [23].

A mandatory subscription is required. Every platform noted that Jiobit requires an ongoing cellular subscription for full functionality; the device is non-functional without it [24].

The caregiver app supports multiple users. The Jiobit for Families app allows unlimited Care Team members to monitor simultaneously from iOS or Android, with a shared real-time map, geofence alerts, 30-day location history, and customizable notifications [28].

No two-way voice calling. Platforms that addressed communication features agreed that Jiobit lacks a speaker and microphone for voice calls [16]. This is a significant limitation for dementia care, where verbal contact during wandering events is valued.

Where the AI Platforms Disagreed or Were Uncertain

Battery life claims conflict sharply. The company advertises "up to 30 days" under ideal conditions [33], while the current battery-help page describes "up to one week" under optimal conditions [33]. Independent testing reports 5-7 days with normal usage and 2-4 days with frequent Live View tracking [36]. Google's review found real-world battery of 4-6 days with moderate use and 12-24 hours under continuous high-frequency tracking [39]. Deepseek cited a 14-day claim [41], while kimi cited "up to 10 days" (kimi:C_search_unclear). These discrepancies stem from different usage assumptions—standby versus active tracking—but the company does not clearly explain the distinction [33].

Fit ratings varied from "strong" to "uncertain." Anthropic rated Jiobit a "strong" fit for dementia wandering, citing customer testimonials and independent validation [43]. Grok also rated it "strong" [45]. Deepseek and google rated it "good" [42]. OpenAI rated it "mixed," noting that real-world battery varies and dementia-specific emergency response is unverified [46]. Kimi rated it "mixed" to "weak" for dementia care, arguing that Jiobit is primarily designed for children and pets and lacks SOS, two-way voice, and lockable straps (kimi:C_search_unclear). Perplexity rated it "uncertain," stating that the provided evidence did not verify current product details [48].

Whether Jiobit has an SOS button is disputed. Anthropic reported that Jiobit includes an SOS button that notifies the Care Team, and referenced a "Jiobit Protect" service offering 24/7 monitoring with 911 dispatch integration [49]. Kimi, however, stated that Jiobit lacks an SOS button and that pressing the device activates only a "check-in," not an emergency alert (kimi:C_search_unclear). Google noted there is no integrated emergency button for the senior to directly call emergency services [39]. The Jiobit Protect service was announced in March 2021 with an expected Q2 2021 rollout, but current availability and pricing remain unclear [49].

Pricing transparency is inconsistent. Anthropic reported high confidence in pricing: $129.99-$149.99 device cost, $8.33/month annual prepay ($99.99/year), and $14.99-$16.99/month no-contract [52]. Google confirmed similar figures: $129.99 MSRP, $16.99/month no-contract, and $8.33/month annual prepay [54]. Grok reported a $99.99 sale price with $16.99/month or $8.33/month annual [55]. Deepseek, however, stated pricing was unclear and unconfirmed at approximately $12.99/month [41]. Kimi estimated $129-$149 device cost with approximately $14.99/month but noted exact 2026 pricing was not verifiable without account creation (kimi:C_search_unclear). Perplexity stated pricing was entirely unverifiable [48].

Geographic coverage is US-focused but messaging is inconsistent. Anthropic reported that Jiobit works only in the US for primary tracking, with global roaming available for 2 weeks included and additional charges beyond that [56]. The same platform noted marketing references "unlimited nationwide range" and 140+ country roaming, creating contradictory messaging [56]. The primary network reportedly uses T-Mobile and AT&T, which may create rural coverage gaps [56].

Use-Case-Specific Features and Capabilities

Real-Time GPS Accuracy

Jiobit combines GPS, cellular, Wi-Fi, and Bluetooth positioning, advertising accuracy of approximately 1-50 feet outdoors with live reporting as often as every 10 seconds [58]. Independent testing confirms 10-30 feet outdoor accuracy [59]. The hybrid approach helps maintain tracking indoors and in high-rise buildings where GPS alone fails [60]. However, the device may enter lower-power mode inside a Trusted Place geofence, where exact location is not continuously reported [62]. Indoor accuracy is limited to roughly 50-100 feet, which may not support precise in-building tracking [63].

Geofence Boundary Alerts

Trusted Places provide geofence entry and exit notifications, with independent testing confirming alert delivery within 1-3 minutes of boundary crossing [64]. Multiple caregivers receive alerts simultaneously [64]. The company recommends adjusting boundary size because oversized geofences reduce usefulness [66]. Location updates may not appear until the device leaves the geofence [62].

Battery Longevity

This is the most contested specification. Company claims range from "up to 30 days" under ideal conditions [67] to "up to one week" under optimal conditions [67]. Independent testing consistently reports 5-7 days with normal usage and 2-4 days with frequent Live View tracking [70]. Google's testing found 4-6 days with moderate use and 12-24 hours under continuous high-frequency tracking [60]. Life360 states that live location use and attachment/orientation affect battery performance [69]. Charging requires a proprietary cable [63].

Wearability and Attachment

The device weighs 18 grams and supports modular attachments including Secure Loop, Hem Lock Clip, and Strap Clip [74]. Additional accessories like lanyards and shoe clips are sold separately [63]. The device is IPX8 water-resistant [60]. However, no lockable or tamper-resistant strap is available, meaning a senior with cognitive decline could remove and lose the device [60].

Caregiver App Usability

The Jiobit for Families app supports unlimited Care Team members, real-time map viewing, geofence alerts, 30-day location history, and iOS/Android availability [77]. Public app-store feedback is mixed: some reviewers report ease of use and good battery life, while others report stale or inaccurate locations and rapid drain during live tracking [78]. Deepseek noted the app is intuitive but geofence setup and alert management can take time to learn [63].

Dementia-Specific Safety Functions

The reviewed public materials describe location, geofencing, caregiver sharing, and a pilot alert feature, but do not verify dementia-specific monitoring, fall detection, two-way voice, medication support, or a professionally staffed emergency-response service [58]. Anthropic reported that Jiobit works well for elderly family members with dementia who wander, citing customer testimonials [80]. Kimi countered that Jiobit does not prominently market to the dementia/elder care segment and lacks elder-care-optimized workflows (kimi:C_search_unclear).

Pricing, Fees, Contracts, and Ongoing Costs

Known Costs

Cost ItemAmountSource
Device (MSRP)$129.99[82], [83]
Device (sale price)$99.99[84]
Device (with financing)$149.99[82]
Monthly service (no contract)$14.99-$16.99/month[85], [83], [86]
Annual prepay$99.99/year ($8.33/month)[85], [83]
Installment option$12.99/month device + $8.99/month service[87]

Contract and Cancellation Terms

Month-to-month plans can be canceled anytime with no penalty [88]. The one-year prepaid plan automatically converts to the $14.99 monthly plan using the payment method on file unless changed or canceled [86]. Annual prepay plans auto-renew [89]. Early termination on contracts may incur 50% of the remaining contract obligation [89]. Canceling the connection service deactivates the device, and the company states it cannot be reactivated [86]. A lost or stolen device is charged at full price ($149) if the subscription is terminated without return [92]. Subscriptions can be paused for up to 3 months free [88]. A 30-day risk-free trial period is available for new customers, after which subscriptions are non-refundable [83].

Additional Fees

Taxes, shipping (approximately $25 for express shipping), and accessory costs apply [83]. International data usage beyond 2 weeks per billing period incurs additional charges [93]. Jiobit Protect premium 911 service pricing is not specified [94].

Best Suited For

Jiobit Smart Tag is best suited for:

  • Caregivers of cooperative early-stage dementia patients who will reliably wear or carry a small clip-on tracker [96]
  • Active seniors who want a lightweight, standalone GPS device for location safety during outdoor activities without carrying a smartphone [98]
  • Families needing multi-caregiver coordination with unlimited Care Team members receiving simultaneous geofence alerts [99]
  • Home or facility-based wander monitoring using Trusted Places and departure alerts [100]
  • US-based caregivers in urban or suburban areas with good T-Mobile/AT&T cellular coverage [102]

Probably Not Best Suited For

Jiobit Smart Tag is probably not best suited for:

  • Seniors with advanced dementia who frequently attempt to remove tracking devices, since no tamper-resistant lock is available [103]
  • Caregivers requiring two-way voice communication during wandering events [103]
  • Users needing fall detection or professionally monitored emergency response [107]
  • Seniors in rural areas with poor T-Mobile/AT&T coverage [109]
  • Users outside the US for primary tracking [109]
  • Budget-conscious buyers who want to avoid mandatory monthly subscription costs [110]
  • Caregivers needing battery life beyond 5-7 days with frequent real-time tracking [112]

When Another Option May Be Better

Several platforms identified specific alternatives for situations where Jiobit falls short:

  • Two-way voice communication: Consider Sensorem dementia tracker or Safer Walking GPS locator, both of which offer voice calling [114]
  • Lockable strap to prevent removal: Consider Zembro Wander Alert or Careium 500 [116]
  • Fall detection: Consider Lifeline On the Go with Wandering or BuddyBand [118]
  • Indoor room-level tracking: Consider Zembro Wander Alert with 4 BLE beacons [116]
  • Month-to-month rental without device purchase: Consider Otiom at €29/month [119]
  • Medical alert with monitored emergency dispatch: Choose a device with monitored emergency dispatch buttons and fall detection [120]
  • Lower-cost Bluetooth-only tracking: AirTag or Tile cost less but lack real-time cellular tracking at distance [121]

Questions to Verify Before Buying

  1. Is Jiobit Gen 3 currently in stock, supported, and covered by current subscription terms? OpenAI noted that current public pages do not clearly verify Gen 3 availability [122].

  2. Is the "Jiobit Care Plan" a current plan name? Anthropic found no distinct "Care Plan" tier separate from regular membership [124].

  3. What battery life should be expected with continuous or frequent live tracking? Independent testing shows 2-4 days with heavy Live View usage, versus company claims of up to 30 days [125].

  4. Is Jiobit Protect (24/7 911 dispatch) currently available? Announced in 2021 with expected Q2 2021 rollout, but current availability and pricing are unclear [128].

  5. What cellular networks and coverage apply at the senior's locations? Primary network reportedly uses T-Mobile and AT&T, with rural coverage gaps possible [130].

  6. Does the app provide alerts for low battery, device removal, loss of connectivity, or tampering? This is not clearly documented in the reviewed sources [122].

  7. What happens if the device is lost, damaged, or the subscription is canceled? Cancellation deactivates the device permanently; lost devices are charged at full price [123].

  8. Are emergency dispatch, SOS, voice communication, fall detection, or professional monitoring included or excluded? Sources conflict on SOS button existence and Jiobit Protect availability [128].

  9. Which attachment is most secure for a person who may remove or conceal the tracker? No lockable strap is available [127].

  10. What are the current device price, taxes, shipping, accessory costs, prepaid renewal terms, and refund policy? Pricing varies by source from $99.99 to $149.99 for the device [132].

Final AI Consensus Verdict

The AI platforms reached a mixed consensus: Jiobit Smart Tag is a technically capable portable location tracker for caregivers who need standalone cellular GPS, geofencing, caregiver sharing, and discreet attachment options, but it is not a complete dementia-safety or medical-alert system [135]. Two platforms rated it "strong" (anthropic, grok), two rated it "good" (deepseek, google), two rated it "mixed" (openai, kimi), and one rated it "uncertain" (perplexity).

The strongest case for Jiobit comes from anthropic, which cited independent validation and customer testimonials specifically for dementia wandering scenarios [137]. The strongest case against comes from kimi, which argued that Jiobit is primarily designed for children and pets, lacks two-way voice, SOS, and lockable straps, and is therefore a weak fit for moderate-to-severe dementia care (kimi:C_search_unclear).

The practical verdict: Jiobit is a good choice for caregivers of cooperative seniors in well-covered US areas who can manage weekly charging and accept subscription costs. It is a poor choice for advanced dementia care requiring voice communication, tamper resistance, fall detection, or professional monitoring. Before purchasing, verify current Gen 3 availability, exact subscription terms, expected active-tracking battery life, and local cellular coverage [135].

For a broader comparison of trackers in this category, see the Portable GPS & Wander Management consensus index. You can also explore other options in the senior technology category directory.

How This Review Was Produced

This review was produced by aggregating fit-research responses from seven AI platforms (anthropic, deepseek, google, grok, kimi, openai, perplexity), each of which evaluated Jiobit Smart Tag against six criteria: real-time GPS accuracy, geofence boundary alerts, battery longevity, wearability options, monthly subscription cost, and caregiver app usability. The authoritative research date is 2026-08-12. Platform responses were collected and normalized, with citation IDs mapped to source URLs for verification.

Three of seven platforms named Jiobit during the ranking stage (deepseek, google, openai), giving it a 43% platform share. The average listed rank was 2.67, with a best rank of 2 from openai. The final rank was 3.

Methodology Limitations

Several limitations apply to this review:

  • Company-owned citations outnumber independent citations (21 owned versus 12 independent). Company claims about battery life, accuracy, and features should not be treated as independently verified [140].

  • Platform-reported research dates differ. Deepseek reported a research date of 2026-04-12, while all other platforms reported 2026-08-12. This discrepancy may affect the freshness of deepseek's pricing and feature data [143].

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

  • Battery life claims conflict sharply between company materials and independent testing, and the company does not clearly explain the usage assumptions behind its "up to 30 days" versus "up to one week" claims [141].

  • The exact current status of the Gen 3 model and Jiobit Care Plan is unclear from the reviewed public pages [140].

  • Independent app-store reviews are anecdotal and span older product and software versions, so they should not be treated as controlled performance testing [148].

  • AI-platform agreement does not prove product quality. This review reports what the platforms said; it does not constitute independent testing or verification.

Sources

Company-Owned Sources

Independent Sources

  • Jiobit Gen 3 Review: Is This GPS Tracker Worth It 2026: https://hotairtag.com/jiobit-reviews/
  • Jiobit Tracker Review 2026: Is the Tiny Life360 GPS Tag Worth It for Your Dog?: https://pettrackerlab.com/best/jiobit-tracker/
  • Jiobit Smart Tag - GPS Tracker for Kids, Adults, Elderly | Small, Lightweight, Water Resistant | Amazon.com: https://www.amazon.com/Jiobit-Gen-Lightweight-Resistant-Longest-Lasting/dp/B0C46YNSDP
  • Jiobit Smart Tag Review: A Reliable Tracker for Kids, Seniors, and Pets: https://www.tomsguide.com/reviews/jiobit-smart-tag
  • Additional AI research evidence148 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:c1
    3. AI research evidence record deepseek:c1
    4. AI research evidence record openai:c8
    5. AI research evidence record openai:c1
    6. AI research evidence record openai:c8
    7. AI research evidence record anthropic:c7
    8. AI research evidence record deepseek:c2
    9. AI research evidence record google:c1
    10. AI research evidence record google:c2
    11. AI research evidence record anthropic:c2
    12. AI research evidence record openai:c1
    13. AI research evidence record anthropic:c1
    14. AI research evidence record deepseek:c1
    15. AI research evidence record grok:c1
    16. AI research evidence record google:c1
    17. AI research evidence record google:c2
    18. AI research evidence record anthropic:c3
    19. AI research evidence record openai:c3
    20. AI research evidence record anthropic:c7
    21. AI research evidence record anthropic:c8
    22. AI research evidence record openai:c6
    23. AI research evidence record anthropic:c14
    24. AI research evidence record openai:c8
    25. AI research evidence record anthropic:c10
    26. AI research evidence record grok:c3
    27. AI research evidence record google:c7
    28. AI research evidence record anthropic:c12
    29. AI research evidence record anthropic:c13
    30. AI research evidence record google:c6
    31. AI research evidence record kimi:c2
    32. AI research evidence record kimi:c3
    33. AI research evidence record openai:c4
    34. AI research evidence record grok:c2
    35. AI research evidence record openai:c5
    36. AI research evidence record anthropic:c4
    37. AI research evidence record anthropic:c5
    38. AI research evidence record anthropic:c6
    39. AI research evidence record google:c1
    40. AI research evidence record google:c4
    41. AI research evidence record deepseek:c1
    42. AI research evidence record deepseek:c2
    43. AI research evidence record anthropic:c14
    44. AI research evidence record anthropic:c15
    45. AI research evidence record grok:c1
    46. AI research evidence record openai:c1
    47. AI research evidence record openai:c8
    48. AI research evidence record perplexity:c1
    49. AI research evidence record anthropic:c23
    50. AI research evidence record anthropic:c24
    51. AI research evidence record google:c6
    52. AI research evidence record anthropic:c9
    53. AI research evidence record anthropic:c10
    54. AI research evidence record google:c7
    55. AI research evidence record grok:c3
    56. AI research evidence record anthropic:c19
    57. AI research evidence record anthropic:c20
    58. AI research evidence record openai:c1
    59. AI research evidence record anthropic:c2
    60. AI research evidence record google:c1
    61. AI research evidence record google:c2
    62. AI research evidence record openai:c2
    63. AI research evidence record deepseek:c2
    64. AI research evidence record anthropic:c3
    65. AI research evidence record anthropic:c13
    66. AI research evidence record openai:c3
    67. AI research evidence record openai:c4
    68. AI research evidence record grok:c2
    69. AI research evidence record openai:c5
    70. AI research evidence record anthropic:c4
    71. AI research evidence record anthropic:c5
    72. AI research evidence record anthropic:c6
    73. AI research evidence record google:c4
    74. AI research evidence record anthropic:c7
    75. AI research evidence record anthropic:c8
    76. AI research evidence record openai:c6
    77. AI research evidence record anthropic:c12
    78. AI research evidence record openai:c7
    79. AI research evidence record openai:c8
    80. AI research evidence record anthropic:c14
    81. AI research evidence record anthropic:c15
    82. AI research evidence record anthropic:c9
    83. AI research evidence record google:c7
    84. AI research evidence record grok:c3
    85. AI research evidence record anthropic:c10
    86. AI research evidence record openai:c8
    87. AI research evidence record anthropic:c11
    88. AI research evidence record anthropic:c16
    89. AI research evidence record anthropic:c17
    90. AI research evidence record google:c8
    91. AI research evidence record google:c1
    92. AI research evidence record anthropic:c18
    93. AI research evidence record anthropic:c20
    94. AI research evidence record anthropic:c23
    95. AI research evidence record anthropic:c24
    96. AI research evidence record google:c1
    97. AI research evidence record anthropic:c14
    98. AI research evidence record deepseek:c1
    99. AI research evidence record anthropic:c13
    100. AI research evidence record openai:c1
    101. AI research evidence record openai:c3
    102. AI research evidence record anthropic:c19
    103. AI research evidence record google:c1
    104. AI research evidence record google:c6
    105. AI research evidence record kimi:c2
    106. AI research evidence record kimi:c3
    107. AI research evidence record openai:c1
    108. AI research evidence record openai:c8
    109. AI research evidence record anthropic:c19
    110. AI research evidence record deepseek:c1
    111. AI research evidence record grok:c1
    112. AI research evidence record anthropic:c4
    113. AI research evidence record anthropic:c5
    114. AI research evidence record kimi:c2
    115. AI research evidence record kimi:c3
    116. AI research evidence record kimi:c1
    117. AI research evidence record kimi:c4
    118. AI research evidence record kimi:c5
    119. AI research evidence record kimi:c6
    120. AI research evidence record google:c1
    121. AI research evidence record anthropic:c1
    122. AI research evidence record openai:c1
    123. AI research evidence record openai:c8
    124. AI research evidence record anthropic:c10
    125. AI research evidence record anthropic:c4
    126. AI research evidence record anthropic:c5
    127. AI research evidence record google:c1
    128. AI research evidence record anthropic:c23
    129. AI research evidence record anthropic:c24
    130. AI research evidence record anthropic:c19
    131. AI research evidence record anthropic:c18
    132. AI research evidence record anthropic:c9
    133. AI research evidence record grok:c3
    134. AI research evidence record google:c7
    135. AI research evidence record openai:c1
    136. AI research evidence record openai:c8
    137. AI research evidence record anthropic:c14
    138. AI research evidence record anthropic:c15
    139. AI research evidence record anthropic:c19
    140. AI research evidence record openai:c1
    141. AI research evidence record openai:c4
    142. AI research evidence record openai:c8
    143. AI research evidence record deepseek:c1
    144. AI research evidence record deepseek:c2
    145. AI research evidence record openai:c5
    146. AI research evidence record anthropic:c4
    147. AI research evidence record google:c1
    148. AI research evidence record openai:c7

Verify this research

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

Study date
Aug 12, 2026
Platforms analyzed
7
Source records
33
Ranking mentions
3 of 7
Platform share
43%
Final consensus rank
#3

Research trail and source mix

Platforms

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

Source mix

12 independent · 21 company-owned

Evidence support

31 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 b4463f40ccd1765ca92f662e16f7690493e2407e6a948809b9e506f39c567f5d