Answer Capsule
Family1st Portable GPS Tracker is a mixed-to-good fit for portable GPS and wander management, depending on which AI platform you consult. Two of seven platforms named it during the ranking stage (Anthropic ranked it #1, Perplexity #4), giving it a 28.6% platform share and an average listed rank of 2.5. The strongest reason to consider it is its combination of low upfront cost ($29.95 device), long advertised battery life (up to 14 days), and unlimited geofence zones with entry/exit alerts—core features for wander management. The main limitation is the absence of independently verified performance data: most evidence is company-owned, pricing conflicts across official pages, and the device lacks two-way voice communication, fall detection, and professional emergency response, making it a location-only safety layer rather than a complete dementia-care solution.
Research Snapshot
| Metric | Value |
|---|---|
| Platform mentions in ranking stage | 2 of 7 (Anthropic, Perplexity) |
| Share of included platform responses | 28.6% |
| Average listed rank | 2.5 |
| Best listed rank | 1 (Anthropic) |
| Relevant product/model/plan | Family1st Portable GPS Tracker or Senior GPS Tracker with monthly subscription plan |
| Overall use-case fit | Mixed (2 strong/good, 2 mixed, 1 uncertain among responding platforms) |
| Research date | 2026-08-12 |
Fit ratings by platform: Anthropic (good), Google (good), Grok (strong), Kimi (good), DeepSeek (mixed), OpenAI (mixed), Perplexity (uncertain).
Why Family1st Portable GPS Tracker Qualified for This Study
Family1st Portable GPS Tracker qualified because it was named by at least two AI platforms during the ranking stage for the "Best GPS Trackers for Seniors" topic. Anthropic ranked it #1 and Perplexity ranked it #4, meeting the minimum-mentions threshold of 2. The entity was evaluated against six category criteria: real-time GPS accuracy, geofence boundary alerts, battery longevity, wearability options, monthly subscription cost, and caregiver app usability. The relevant product is the Family1st Portable GPS Tracker or the Family1st Senior GPS Tracker, both sold with a monthly GPS service plan [1].
The Product, Model, Plan, or Service Most Relevant to Portable GPS & Wander Management
The most relevant product is the Family1st Senior GPS Tracker, which is the Portable GPS Tracker bundled with a pouch and lanyard for senior carry. The company markets it specifically for dementia and Alzheimer's care with real-time location, geofence alerts, and an SOS button [4]. The standard Portable GPS Tracker is the same hardware without the senior-specific accessories [7]. Both require an active paid subscription; no free tier exists [9].
What the AI Platforms Agreed About
Geofence alerts are a core strength. All platforms that provided substantive evidence agreed that Family1st supports geofence boundary alerts. The company states the tracker can alert when a geofence boundary is entered or exited, with unlimited geofence zones available [10]. Independent reviews confirm customizable safe zones with instant alerts via push notification, email, or SMS [14].
The device lacks two-way voice communication. Strong agreement exists that the tracker cannot function as a phone. The SOS button sends a distress alert with location to caregiver contacts, but caregivers cannot speak to the senior through the device [16]. This was cited as a limitation by Anthropic, Google, Kimi, DeepSeek, and Grok.
No integrated professional emergency response. The device has an SOS button, but no evidence connects it to a staffed 24/7 response center [19]. This contrasts with medical alert services like Lifeline that provide trained operator response [20].
Battery life is a competitive advantage. Company claims range from 14 days to two weeks of active battery life with intelligent power management [21]. Independent testing showed 9 days with daily driving at 60-second update intervals [24]. Battery life varies heavily by update frequency: up to 14 days at 60-second updates, approximately 1-2 days at aggressive 10-second updates [15].
No long-term contract required. Multiple platforms reported no contracts, cancel-anytime flexibility, and no cancellation penalties [25]. The company advertises no contract and cancellation at any time [11].
Rural and indoor performance is a limitation. Performance degrades in tunnels, underground parking, covered garages, and areas with weak cellular coverage [27]. The company itself states products work under open sky, with Wi-Fi capabilities for indoor location [30].
Where the AI Platforms Disagreed or Were Uncertain
Overall fit rating varied widely. Grok rated the device a "strong fit," Anthropic, Google, and Kimi rated it "good," DeepSeek and OpenAI rated it "mixed," and Perplexity rated it "uncertain" due to lack of verifiable evidence. This is a significant disagreement: the same product received ratings from "strong" to "uncertain" across platforms.
Pricing conflicts across official pages. OpenAI documented conflicting prices: one page states $18.95/month, another $21.95/month, and the activation page shows inconsistent quarterly amounts ($56.07 vs. $74.85) plus $263.40/year [31]. Anthropic and Google report $15.95/month (annual prepay) to $21.95/month (monthly) with a $29.95 device [33]. DeepSeek reports $19.95/month with a device cost of $149-$199 [35]. These figures cannot all be correct.
Battery life claims conflict. Company claims up to 14 days [36], independent testing showed 9 days with active use [38], and DeepSeek reported 5-7 days claimed with 3-5 days real-world [35]. The discrepancy likely reflects different update frequencies, but the range is wide enough to require verification.
Fall detection is disputed. The Senior GPS Tracker product page mentions fall detection [39], and one independent review identifies it as a feature [40]. However, Kimi states fall detection is "not mentioned as a feature" [41], and Google explicitly lists "no built-in fall detection capability" as a limitation [34]. OpenAI found no clear documentation of fall detection for the product [42]. This is a direct factual conflict.
Wearability options are inconsistently documented. The Senior GPS Tracker includes a lanyard and pouch for neck or pocket carry [43]. However, OpenAI noted that public materials do not clearly establish that the relevant package includes a wristband, lanyard, belt clip, or discreet senior-wearable attachment [37]. The device weighs 1.8-3.60 ounces depending on the source [46].
Device cost is disputed. Anthropic, Google, Grok, and Kimi report a $29.95 device price [33]. DeepSeek reports $149-$199 [35]. OpenAI found a separate listing at $204.99 with one year of subscription included, marked sold out [32].
Use-Case-Specific Features and Capabilities
Real-time GPS accuracy. Independent reviews report 6-10 feet accuracy under clear outdoor skies using 4G LTE [48]. Indoors, accuracy degrades to 15-30 feet via Wi-Fi fallback [50]. Performance drops in tunnels, underground parking, and poor cellular coverage areas [51]. The company advertises real-time tracking with 30-60 second refresh rates [52].
Geofence boundary alerts. Unlimited geofence zones with instant entry/exit alerts are consistently documented [54]. Alerts can be delivered via push notification, email, or SMS [58].
Battery longevity. The device has a 2,400 mAh rechargeable battery [60]. Advertised life is up to 14 days active and up to six months in sleep mode [60]. Independent testing showed 9 days with daily driving at 60-second updates [62]. Charging takes 2-3 hours via micro-USB [63]. Battery-saving mode extends standby to approximately 30 days [64].
Wearability options. The Senior GPS Tracker includes a pouch and lanyard [65]. The device is compact—smaller than a credit card per company claims [68]—and weighs 1.8-3.60 ounces depending on source [68]. No watch or wristband option exists; the design is for concealed portability [68].
Monthly subscription cost. Reported costs range from $15.95/month (annual prepay) to $21.95/month (monthly) per Anthropic, Google, Grok, and Kimi [69]. OpenAI found conflicting $18.95 and $21.95 figures [53]. DeepSeek reports $19.95/month [72]. Google also documents tiered plans: Basic $21.95/month (60-second updates), Plus $28.95/month (30-second updates), Elite $38.95/month (5-second updates) [59].
Caregiver app usability. The Family1st Pro App is available for iOS and Android [73]. Setup takes approximately 5 minutes [73]. The app supports multi-device tracking on a single dashboard with customizable alerts [75]. Independent review describes the app as functional but visually dated [76]. No independent evaluation of alert reliability or multi-caregiver permissions was found [74].
SOS button. The device includes a physical SOS button that sends an instant distress alert with real-time location to linked caregiver contacts [59]. It does not connect to emergency services or a monitoring center [70].
Pricing, Fees, Contracts, and Ongoing Costs
Known costs (as reported by Anthropic, Google, Grok, and Kimi):
| Item | Cost |
|---|---|
| Device (one-time) | $29.95 |
| Monthly plan (monthly billing) | $21.95/month |
| Monthly plan (annual prepay) | $15.95/month ($191/year) |
| Plus plan (30-second updates) | $28.95/month |
| Elite plan (5-second updates) | $38.95/month |
| Activation fees | None reported |
| Cancellation fees | None reported |
Conflicting pricing from OpenAI's review of official pages:
- One page states monthly subscriptions start at $18.95 [82]
- Another page states $21.95/month [83]
- Activation page shows $263.40/year and conflicting quarterly amounts of $56.07 and $74.85 [83]
- A separate listing shows $204.99 for a tracker with one year of subscription included, marked sold out [83]
Contract and cancellation terms:
- No long-term contract; month-to-month plans available [84]
- Cancel anytime with no cancellation penalties [84]
- 30-day money-back guarantee [80]
- However, the legal terms state monthly cancellations take effect for the next billing cycle with no prorated refund, and cancellation notice is required at least 10 days before the end of the billing cycle [83]
- Annual subscription fees are described as non-refundable in the terms, conflicting with the activation page's broad 30-day refund statement [83]
- Device activation fees are non-refundable [83]
- Device exchange may incur a $25 reprogramming and shipping fee unless for manufacturer defect [83]
- Reactivation after deactivation may cost $25 [83]
Pricing confidence is low. The conflicting figures across official pages and platforms mean buyers cannot rely on published prices. The exact current price must be confirmed at checkout.
Best Suited For
Family1st Portable GPS Tracker is best suited for:
- Cost-conscious caregivers monitoring seniors with early-stage cognitive decline or wandering risk in urban/suburban areas [86]
- Active seniors who can reliably carry or wear a small rechargeable device and want standalone location safety [88]
- Families wanting no-contract flexibility for short-term monitoring or trials [90]
- Caregivers prioritizing long battery life who can accept less frequent location updates [92]
- Multi-caregiver households needing multi-device tracking on a single dashboard [94]
Probably Not Best Suited For
Family1st Portable GPS Tracker is probably not best suited for:
- Seniors with advanced dementia requiring emergency voice communication, fall detection, or professional monitoring [95]
- Rural or low-signal areas where cellular coverage is inconsistent [98]
- High-risk individuals prone to falling who need integrated automatic fall detection [100]
- Caregivers needing two-way calling to speak directly to the senior during wandering incidents [101]
- Buyers requiring independently verified performance data before purchase [102]
- Seniors who may remove, forget, or be unable to recharge a portable device [104]
When Another Option May Be Better
Consider alternatives when:
- Two-way voice communication is critical: Consider AngelSense, Jiobit, or Family1st Belle+ (medical alert pendant with 24/7 response specialist) [105]
- Fall detection is required: AngelSense, Theora Connect, or Invoxia offer dedicated fall alert capabilities [105]
- Professional emergency response is needed: Medical alert devices with 24/7 response centers (Belle+, Life Alert, Lifeline On the Go with Wandering) rather than location-only trackers [105]
- Rural or low-signal areas: Satellite-based trackers (LandAirSea 54) or devices with superior rural coverage [105]
- No monthly subscription desired: Vyncs (OBD-II yearly model) or Wi-Fi-based trackers eliminate recurring costs [105]
- Watch form factor preferred: Apple Watch, Theora Connect, or purpose-built senior smartwatches offer more familiar interfaces [105]
- International use: Sensorem works worldwide [107]
Questions to Verify Before Buying
-
What is the final monthly, quarterly, or annual price at checkout, including activation, taxes, shipping, and any device cost? Published prices conflict across official pages [108].
-
Does the Senior GPS Tracker's fall detection feature work reliably, and what triggers it? Company pages mention it, but independent verification is limited and some platforms dispute its existence [109].
-
What is the exact cellular network coverage in your area? The device is 4G LTE-M dependent, and performance degrades in rural and weak-signal zones [112].
-
What is the actual battery life under your expected usage pattern? Claims range from 14 days to 3-5 days depending on update frequency [113].
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Does the SOS button connect to emergency services (911), a monitoring center, or only send alerts to caregivers? Evidence suggests it only alerts caregivers [110].
-
What wearability accessories are included? The Senior model includes a pouch and lanyard, but confirm this for the exact package you order [117].
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Can multiple caregivers receive alerts and access the same device with separate accounts? Multi-device tracking is documented, but multi-caregiver permissions are not clearly specified [119].
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What are the exact cancellation, refund, annual-plan, replacement, and reactivation terms? The activation page and legal terms conflict on refunds and cancellation timing [121].
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What is the typical location accuracy and update latency indoors, near buildings, and during weak-signal conditions? Independent reviews show 6-10 feet outdoors but 15-30 feet indoors via Wi-Fi fallback [122].
-
Is there a trial period or money-back guarantee, and what are the return conditions? A 30-day return policy exists, but refund exclusions and shipping charges may apply [124].
Final AI Consensus Verdict
Family1st Portable GPS Tracker is a mixed-to-good fit for portable GPS and wander management. The AI platforms that provided substantive evidence (Anthropic, Google, Grok, Kimi) rated it good-to-strong for basic location monitoring, citing its low $29.95 device cost, $15.95-$21.95 monthly plans, up to 14-day battery life, and unlimited geofence zones. Platforms with more cautious assessments (OpenAI, DeepSeek, Perplexity) flagged the lack of independently verified accuracy data, conflicting pricing across official pages, and the absence of two-way voice, fall detection, and professional emergency response.
The strongest use case is a cost-conscious caregiver monitoring a senior with early-stage cognitive decline in an urban or suburban area who can reliably carry a small rechargeable device. The device is not suitable as a sole safety solution for advanced dementia, high fall risk, or rural locations. Treat it as a product to trial only after confirming the exact model, network coverage, attachment method, alert behavior, and total cost at checkout.
For a broader comparison of options in this category, see the Portable GPS & Wander Management consensus index. You can also explore other products 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) that evaluated Family1st Portable GPS Tracker against six criteria: real-time GPS accuracy, geofence boundary alerts, battery longevity, wearability options, monthly subscription cost, and caregiver app usability. Each platform provided citations to company-owned and independent sources. The research date is 2026-08-12. Platform-reported research dates differ: DeepSeek's response is dated 2026-04-10, while all other platforms are dated 2026-08-12.
Methodology Limitations
- Company-owned citations materially outnumber independent citations (17 owned vs. 11 independent). Company claims should not be treated as independently verified.
- Platform-reported research dates differ from the authoritative run date. DeepSeek's response is dated 2026-04-10, approximately four months before the other platforms' 2026-08-12 dates.
- The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
- Perplexity could not verify the product and provided only a government source (FCA) unrelated to GPS trackers, resulting in an "uncertain" rating based on lack of evidence rather than negative evidence.
- Pricing conflicts across official Family1st pages could not be resolved from the supplied evidence; buyers must confirm final checkout totals.
- No independent testing of caregiver app usability, alert reliability, or multi-caregiver permissions was found in the supplied sources.
- The exact distinction between the Portable GPS Tracker and Senior GPS Tracker hardware is not consistently documented across sources.
- AI-platform agreement does not prove product quality. This review reports what the platforms said, not independent verification of those claims.
Explore more senior technology guidance in the category directory.
Sources
Company-Owned Sources
- Family1st GPS Tracker for Kids, Seniors, with Real-time Tracking | Official Site: https://family1st.io
- Driveshare — Family1st: https://family1st.io/driveshare/
- Family1st Portable GPS Tracker – Rated No.1 on Amazon | Family1st: https://family1st.io/family1st-gps-tracker-best-rated-portable-tracker-on-amazon/
- Portable GPS Tracker Frequently Asked Questions — Family1st: https://family1st.io/faq/portable/index.php
- 7 Best GPS Trackers With the Longest Battery Life In 2026: https://family1st.io/gps-trackers-with-long-battery-life/
- Activate your tracker — Family1st: https://family1st.io/gpsactivation-plus-latest/
- Portable GPS Tracker — Family1st GPS | $29.95: https://family1st.io/products/portable-gps-tracker/
- Senior GPS Tracker — Family1st GPS | $29.95: https://family1st.io/products/senior-gps-tracker/
- GPS tracker refund policy — Family1st: https://family1st.io/refund-policy/
- Terms and conditions activation/cancellation — Family1st: https://family1st.io/terms-and-conditions-activation-cancellation/
- Terms and conditions — Family1st: https://family1st.io/terms-and-conditions/
- GPS Tracking Platform Features | Family1st: https://go.family1st.io/
- Family1st Senior GPS Tracker (Pouch and Lanyard Included) – Family1st GPS: https://go.family1st.io/products/family1st-senior-gps-tracker
- GPS tracker with no monthly fees — Family1st: https://go.family1st.io/products/gps-tracker-with-no-monthly-fees
- Family1st Senior GPS Tracker (Pouch and Lanyard Included: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGZ-8raGY3Jjwqb9fx095oiUb2DYWe7wVwZUMr2t4aeWTxVlclhqlVXTYfKR3dIg_lQJTr46Oo5MAXdYAmmSU5rI0qQr795hRYBdf4BQkRImHoR8ccHeMAmpNVVQkiSdrqV1MJVftn-uy1zskZ-Bm_89Zsc
- Senior GPS Tracker — Family1st GPS: https://www.family1st.io/products/senior-gps-tracker/
- On The Go with Wandering | GPS Tracker for Seniors | Lifeline: https://www.lifeline.ca/en/products/on-the-go-with-wandering/
Additional AI research evidence124 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c11
- AI research evidence record anthropic:c23
- AI research evidence record google:c5
- AI research evidence record google:c6
- AI research evidence record anthropic:c10
- AI research evidence record anthropic:c11
- AI research evidence record anthropic:c14
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record anthropic:c4
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c6
- AI research evidence record google:c1
- AI research evidence record anthropic:c18
- AI research evidence record anthropic:c19
- AI research evidence record google:c3
- AI research evidence record kimi:c1
- AI research evidence record kimi:c2
- AI research evidence record anthropic:c7
- AI research evidence record openai:c4
- AI research evidence record google:c4
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c13
- AI research evidence record grok:c1
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c20
- AI research evidence record anthropic:c21
- AI research evidence record openai:c6
- AI research evidence record openai:c2
- AI research evidence record openai:c8
- AI research evidence record anthropic:c12
- AI research evidence record google:c1
- AI research evidence record deepseek:c2
- AI research evidence record anthropic:c7
- AI research evidence record openai:c4
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c22
- AI research evidence record anthropic:c24
- AI research evidence record kimi:c1
- AI research evidence record openai:c5
- AI research evidence record anthropic:c11
- AI research evidence record google:c5
- AI research evidence record google:c6
- AI research evidence record anthropic:c10
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- AI research evidence record deepseek:c2
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- AI research evidence record anthropic:c13
- AI research evidence record openai:c7
- AI research evidence record anthropic:c24
- AI research evidence record kimi:c1
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- AI research evidence record deepseek:c2
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- AI research evidence record anthropic:c19
- AI research evidence record perplexity:c1
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- AI research evidence record openai:c5
- AI research evidence record anthropic:c1
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- AI research evidence record kimi:c1
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- AI research evidence record deepseek:c2
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- AI research evidence record google:c5
- AI research evidence record anthropic:c16
- AI research evidence record openai:c5
- AI research evidence record openai:c3
- AI research evidence record anthropic:c1
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- AI research evidence record openai:c7
Independent Sources
- Family1st GPS Tracker Review: Tested and Rated (2026: https://hotairtag.com/family1st-gps-tracker-review/
- Which is the Best GPS Tracker for Seniors with Dementia in 2026?: https://myseniorcarehub.com/blog/compare-top-gps-trackers-for-seniors-with-dementia-2026-review/
- Family1st Portable GPS Trackers: Are They Good For Family Tracking? - The Weekly Driver: https://theweeklydriver.com/2025/03/family1st-portable-gps-trackers-are-they-good-for-family-tracking/
- 5 Best GPS Trackers For Dementia Patients In 2026 - GPSTracker247: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFOCQBzmfsLhH3ysMCkbTUbgkYihn_OP_FYO3fSZ9cX6Lb5onDcp7XGpSVnTTc9nbFyyrUB-WkFLKL6YoLcRvvHU4tgewOQuKF-i1Q_YS9bRBgZTef5ZXOKq-F4Ss6hlpYRdRnA9YJdq8oMYX-MHDhq4D1hIgYhRMVWIm0KhuW0mmuioPigM0L5OVA=
- Family1st Portable GPS Trackers: Are They Good For Family Tracking?: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGwVDSDejHjSC1FssNoXU471LkY4VO4Cv5nxZvQ-QKaE_EXesK9v00dtsIfaTF_mV6Br3GE3exZRFiXT4gtEFV0vMEfI_X9tzqu3H2DQclQVSzgGgSu6UlJQEjYZL2LySMfYv8sch_wK4viMeerr8PT-LWqOZYH6U1LOAy-8RmSVCs0PncRmVhTcEsnp-SXY_RiVA==
- GPS Tracker for Person: Reviews and Buying Guide for 2026 - ShadowGPS: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGZh8JoFrxGNKTNGKxznhZxoDiGazqVKI_NlgTtgWIj7py2qZwWg9jD5d1W3LW1aDCE9hSt8hwH4Csb--gFQPsyNFN7PDmGJChAUZR4nW2gHRorJmXwQ1ElS27eriJzI5WRGniXB7w3FUF4fMrHRvFdAfekzgKLGAX7F866Xw==
- Family1st Portable GPS Trackers: A Reliable Choice for Family Safety?: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHCTZX7UNcy0VOqCBUgn0jXxDMIiu2e3F_VBP0mAjfT1tawYn6eenJ6jH3v7hez8jvpHsMmK3p7TbN04yQjdkGIr6FvnXG39atAtRUGdwt_eN0cojBlOZVSLue8AHiRFJZpsd4r9UIqkMLuEQui43nAHvfS9i7_2sbUnqPGm-5a4Z4=
- Assessing suitability | FCA: https://www.fca.org.uk/firms/assessing-suitability
- Family1st Portable GPS Trackers: Are They Good For Family Tracking? - Pragmatic Mom: https://www.pragmaticmom.com/2025/02/family1st-portable-gps-trackers-review-family-tracking/
- Family1st GPS Tracker Review: Is It the Best for Seniors?: https://www.safewise.com/family1st-gps-tracker-review/
- Family 1st GPS Tracker Review - SafeWise: https://www.safewise.com/kids-safety/gps-trackers/family-1st/
Additional AI research evidence124 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c11
- AI research evidence record anthropic:c23
- AI research evidence record google:c5
- AI research evidence record google:c6
- AI research evidence record anthropic:c10
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- AI research evidence record openai:c1
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- AI research evidence record google:c1
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- AI research evidence record google:c3
- AI research evidence record kimi:c1
- AI research evidence record kimi:c2
- AI research evidence record anthropic:c7
- AI research evidence record openai:c4
- AI research evidence record google:c4
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c13
- AI research evidence record grok:c1
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- AI research evidence record anthropic:c21
- AI research evidence record openai:c6
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- AI research evidence record google:c1
- AI research evidence record deepseek:c2
- AI research evidence record anthropic:c7
- AI research evidence record openai:c4
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- AI research evidence record openai:c3
- AI research evidence record anthropic:c6
- AI research evidence record google:c1
- AI research evidence record openai:c4
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c9
- AI research evidence record google:c4
- AI research evidence record anthropic:c11
- AI research evidence record google:c5
- AI research evidence record google:c6
- AI research evidence record anthropic:c10
- AI research evidence record anthropic:c12
- AI research evidence record kimi:c1
- AI research evidence record openai:c8
- AI research evidence record deepseek:c2
- AI research evidence record anthropic:c15
- AI research evidence record openai:c5
- AI research evidence record anthropic:c16
- AI research evidence record anthropic:c17
- AI research evidence record anthropic:c18
- AI research evidence record anthropic:c12
- AI research evidence record google:c1
- AI research evidence record grok:c1
- AI research evidence record kimi:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c8
- AI research evidence record anthropic:c13
- AI research evidence record openai:c7
- AI research evidence record anthropic:c24
- AI research evidence record kimi:c1
- AI research evidence record openai:c5
- AI research evidence record google:c5
- AI research evidence record anthropic:c13
- AI research evidence record grok:c1
- AI research evidence record anthropic:c7
- AI research evidence record google:c4
- AI research evidence record anthropic:c16
- AI research evidence record anthropic:c18
- AI research evidence record kimi:c1
- AI research evidence record google:c3
- AI research evidence record anthropic:c20
- AI research evidence record deepseek:c2
- AI research evidence record google:c1
- AI research evidence record anthropic:c19
- AI research evidence record perplexity:c1
- AI research evidence record openai:c8
- AI research evidence record openai:c5
- AI research evidence record anthropic:c1
- AI research evidence record kimi:c2
- AI research evidence record kimi:c1
- AI research evidence record openai:c8
- AI research evidence record anthropic:c22
- AI research evidence record kimi:c1
- AI research evidence record google:c1
- AI research evidence record anthropic:c20
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c8
- AI research evidence record deepseek:c2
- AI research evidence record anthropic:c18
- AI research evidence record anthropic:c11
- AI research evidence record google:c5
- AI research evidence record anthropic:c16
- AI research evidence record openai:c5
- AI research evidence record openai:c3
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- 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
- 28
- Ranking mentions
- 2 of 7
- Platform share
- 29%
- Final consensus rank
- #5
Research trail and source mix
Platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
11 independent · 17 company-owned
Evidence support
26 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 8e03fa188265d5db090cbfcc48c90b081a63c143545efe9ebb0e3963e2d118ec
