Answer Capsule
Medical Guardian is a good fit for adult children and family caregivers seeking a monitored medical alert system with shared caregiver access, emergency escalation, and location visibility. Six of seven AI platforms named Medical Guardian during the ranking stage, with an average listed rank of 2.0 and a best rank of 1. The strongest reason to consider it is the MyGuardian app's combination of professional 24/7 emergency monitoring with caregiver coordination features including location history, activity data, reminders, and messaging. The main limitation is that real-time caregiver notifications (OnGuard Alerts) typically require a $2.99/month add-on, and location history updates only hourly rather than continuously, with some independent reviews reporting app latency issues.
Research Snapshot
| Metric | Value |
|---|---|
| Platform mentions in ranking stage | 6 of 7 platforms |
| Share of included platform responses | 85.7% |
| Average listed rank | 2.0 |
| Best listed rank | 1 (Anthropic, Grok) |
| Relevant product/model/plan | MyGuardian app with MGMini, MGMini Lite, MGMove, MGHome Cellular, or Active Guardian; OnGuard Alerts add-on |
| Overall use-case fit | Good (5 platforms), Strong (1 platform), Uncertain (1 platform) |
| Research date | 2026-08-06 |
Why Medical Guardian Qualified for This Study
Medical Guardian qualified because six of seven AI platforms named it during the ranking discovery phase for the Caregiver App & Family Alerts use case. The platforms that named it were Anthropic, DeepSeek, Google, Grok, OpenAI, and Perplexity. Only Kimi did not name Medical Guardian during ranking, and that platform's fit assessment was rated "uncertain" because its search results returned no Medical Guardian-specific information [1].
The entity's average listed rank of 2.0 across six platforms placed it at the top of the finalist group. Anthropic and Grok both ranked it first, while DeepSeek and Perplexity ranked it second, and Google and OpenAI ranked it third.
The Product, Model, Plan, or Service Most Relevant to Caregiver App & Family Alerts
The most relevant configuration is the MyGuardian app paired with a cellular mobile device such as MGMini, MGMini Lite, MGMove, or Active Guardian, plus the optional OnGuard Alerts (also called Guardian Enhanced Emergency Notifications) add-on for real-time caregiver notifications.
All seven platforms converged on essentially the same product recommendation: MyGuardian app access with a Medical Guardian monitoring plan. The specific device recommendations varied slightly by platform:
- OpenAI recommended MGMini, MGMini Lite, or MGMove with MyGuardian and Guardian Enhanced Emergency Notifications [2]
- Anthropic recommended MyGuardian with MGMove, MGMini, MGHome Cellular, or other devices plus OnGuard Alerts at $2.99/month [4]
- DeepSeek recommended Active Guardian (cellular plan) with Family App [5]
- Google recommended MyGuardian App with MGMove, MGMini, MGMini Lite, or Active Guardian [6]
- Grok recommended MyGuardian app with MG Mini, MG Mini Lite, MG Home Cellular, or MGMove plans [7]
- Perplexity recommended MGMini, MGMini Lite, MGMove, MGHome Cellular, or Active Guardian with MyGuardian [8]
What the AI Platforms Agreed About
MyGuardian App Provides Genuine Caregiver Value
All six platforms that assessed Medical Guardian agreed that the MyGuardian app is a legitimate caregiver tool, not a token feature. The app is available as a web portal and mobile app, and Medical Guardian states that caregivers can be linked to accounts, switch between linked member accounts, and use a call chain that can include siblings, neighbors, or friends [9]. Independent reviews confirm the app is compatible with all Medical Guardian device types [11].
Real-Time Emergency Notifications Require a Paid Add-On
There was strong agreement that OnGuard Alerts (also called Guardian Enhanced Emergency Notifications) costs $2.99 per month and is required for real-time text and email notifications to caregivers during an emergency. Multiple independent sources confirm this pricing [12]. Without this add-on, caregivers can only view alert history in the app rather than receiving real-time notifications [15].
Location History Updates Hourly, Not Continuously
Multiple platforms independently reported that MyGuardian provides historical location data updated hourly, with real-time location only available when the SOS button is pressed [16]. This was consistently described as a limitation for caregivers wanting continuous live tracking.
No Long-Term Contract Required
Medical Guardian states it does not require long-term contracts and allows cancellation [18]. Independent reviews confirm month-to-month plans are available with no early termination fees [19]. However, the company's service agreement includes a three-month minimum commitment and a $50 restocking fee for returns within 10 days [20].
Multiple Caregiver Contacts Supported
The platforms agreed that Medical Guardian supports a Care Circle with multiple emergency contacts and caregiver access. The company documents Care Circle members, call chains, and linked accounts [9]. Independent reviews confirm caregivers can set up multiple emergency contacts with shared access to account features [21].
Where the AI Platforms Disagreed or Were Uncertain
App Reliability
Anthropic reported significant concerns about app reliability, citing independent user reviews from May-June 2026 that describe post-update failures preventing access to device location and status data [22]. Users reported 45-minute delays before correct location displays and GPS accuracy issues [24]. However, the app maintains a 4.8/5 rating from 999 reviews [25]. Other platforms did not report these reliability issues, creating a mixed picture of app quality.
Pricing Consistency
The platforms reported conflicting pricing information. OpenAI noted that Medical Guardian's caregiver page, pricing page, product pages, and buyer guide show different starting prices for the same products [26]. Anthropic reported a confirmed range of $27.95-$46.95 per month depending on plan type and system [27]. DeepSeek reported Active Guardian at $44.95/month plus a $49.95 activation fee [28], which conflicts with other platforms' reports that no activation fees are charged.
OnGuard Alerts Device Compatibility
Anthropic flagged a factual conflict: one source describes OnGuard Alerts as available for all systems, while another notes it is not available with MGMove or MGMini Lite [29]. This needs verification for the specific device being purchased.
Kimi's Uncertain Assessment
Kimi rated Medical Guardian as "uncertain" because its web search returned no Medical Guardian-specific information, only competitor Connected Caregiver content [30]. This platform could not verify MyGuardian's capabilities and advised buyers to independently validate features before purchase.
Use-Case-Specific Features and Capabilities
Caregiver App and Shared Access
MyGuardian is available as a web portal and mobile app. Medical Guardian states that caregivers can be linked to accounts, caregivers can switch between linked member accounts, and a call chain can include siblings, neighbors, or friends [31]. The app serves as both a caregiver tool and client services portal for billing and account updates [33].
Real-Time Emergency Notifications
For MGMini Lite, Medical Guardian lists Guardian Enhanced Emergency Notifications (OnGuard Alerts) at $2.99 per month, providing real-time text and email notifications to the member and Care Circle during an emergency [34]. Independent reviews confirm OnGuard Alerts sends push notifications to designated contacts when the emergency button is pressed [35].
Location Sharing
For MGMove, Medical Guardian says historical location data is stored in the portal and app and updated hourly, while real-time location data is provided when the SOS button is pressed [37]. The app enables location monitoring, geofencing, and real-time status for family members [38]. However, independent user reviews report 45-minute delays before correct location displays [40].
Emergency Escalation
Mobile products connect over cellular networks to Medical Guardian's 24/7 monitoring center. The caregiver page states that emergency help can be sent to the device location, and the company describes caregiver call-chain functionality [31]. Independent testing reports fast emergency response times averaging 8-23 seconds [41].
Multi-Contact Permissions
The company documents Care Circle members, call chains, and linked accounts, but the reviewed public pages do not clearly specify the maximum number of caregivers, distinct permission levels, or whether every caregiver can see all location, activity, reminder, and message data [31]. DeepSeek reported the system allows adding up to 4-5 emergency contacts per plan without granular role-based permissions [43].
Privacy Controls
MyGuardian requires an account and supports caregiver connections, but the reviewed product pages do not provide sufficient detail on caregiver consent workflows, per-data-type sharing controls, audit logs, retention periods, or how location sharing can be paused [37]. The app listing notes users should understand how developers collect and share data [44].
Caregiver Coordination Features
Medical Guardian describes location history, activity levels, reminders, a call chain, and messaging through MyGuardian or optional social-circle features, depending on product and plan [31]. The MGMove smartwatch supports speech-to-text messaging to loved ones via optional Social Circle Apps at $5/month [46].
Pricing, Fees, Contracts, and Ongoing Costs
Known Monthly Costs
Public Medical Guardian pages show subscription pricing that varies by product, billing interval, and add-ons. The most relevant caregiver-alert configuration is a cellular mobile plan plus MyGuardian access and, where supported, Guardian Enhanced Emergency Notifications.
| Cost Item | Reported Price | Source |
|---|---|---|
| Base monthly monitoring | $27.95-$46.95 depending on device and billing term | [47] |
| MGMini starting price | $39.95/month | [49] |
| MGMini Lite starting price | $42.95/month | [49] |
| MGHome starting price | $34.95/month | [49] |
| MGMove starting price | $39.95/month | [50] |
| MGHome Cellular starting price | $37.95/month | [50] |
| Equipment fee (one-time) | $149.95-$199.95 | [51] |
| OnGuard Alerts (real-time notifications) | $2.99/month | [52] |
| Fall detection (optional) | $10/month | [52] |
| Social Circle Apps (MGMove messaging) | $5/month | [55] |
| Protection Plan | $6.99/month | [52] |
| Lockbox | $2.99/month (free with annual plan) | [51] |
| Wireless wall button | $2.99/month | [51] |
| Voice-activated wall button with pull cord | $4.99/month | [51] |
Contract and Cancellation Terms
Medical Guardian states it does not require long-term contracts and allows cancellation [49]. The company states that unused prepaid service may be refunded on a prorated basis, but its support materials indicate that prepaid plans may be subject to a minimum three-month period and a restocking fee of up to $50 [56]. The service agreement states a three-month minimum commitment, a $50 restocking fee for returns within 10 days, and a possible $350 charge if equipment is not returned after cancellation [57]. The terms state recurring billing continues until canceled and either party may terminate with 30 days written notice [58].
Pricing Conflicts
Public pricing is inconsistent across Medical Guardian's own pages. The pricing page lists MGMini at $39.95/month, while the caregiver page lists MGMini from $39.95/month and MGHome Cellular from $37.95/month [49]. A Medical Guardian buyer guide lists different prices for some products and billing terms [59]. DeepSeek reported an activation fee of $49.95 for Active Guardian [60], which conflicts with other sources stating no activation fees are charged [51].
Best Suited For
Medical Guardian is best suited for:
- Families wanting a monitored medical alert system plus a caregiver portal rather than a standalone location-sharing app [61]
- Caregivers who need access for multiple family members or emergency contacts through Care Circle and call-chain features [61]
- Mobile users who need GPS/location support and 24/7 professional emergency escalation [63]
- Families willing to pay an additional monthly fee for emergency text and email notifications [64]
- Adult children managing care for active seniors who use mobile or smartwatch devices like MGMove or MGMini [66]
- Families prioritizing fast emergency response times (8-23 seconds per independent testing) combined with caregiver notifications [62]
Probably Not Best Suited For
Medical Guardian is probably not the best fit for:
- Buyers requiring continuously live location tracking or frequent automatic status updates, since historical location data updates hourly and real-time location only appears during SOS events [67]
- Families seeking a low-cost service with caregiver alerts included in the base subscription, since OnGuard Alerts costs an additional $2.99/month [69]
- Buyers who need clearly documented granular permissions, role-based access, or highly configurable push-notification rules [71]
- Users who primarily need family check-ins and location sharing without professional medical-alert monitoring [71]
- Budget-conscious buyers seeking lower monthly fees, since base cost plus add-ons can reach $66-$81/month [73]
- Caregivers needing health metrics beyond activity/step tracking, since there is no direct vital sign integration without third-party devices [74]
When Another Option May Be Better
Several platforms identified specific scenarios where alternatives may serve buyers better:
- For continuous live GPS tracking with configurable geofencing and frequent automatic check-ins, another provider may be better [75]
- For caregiver notifications, multiple caregiver roles, and advanced privacy controls included without add-on fees, another provider may be better [75]
- For a general family-location or senior-monitoring application when professional emergency-center escalation is not needed, a standalone app may be better [75]
- For a home-only system when the loved one rarely leaves home and mobile GPS is unnecessary, a home-only system may be better [75]
- For advanced caregiver coordination tools such as shared care tasks, medication tracking, or differentiated access levels, Bay Alarm Medical's Smart Caregiver app or UnaliWear's caregiver portal may be better [76]
- For lower monthly fees, MobileHelp's $24.95/month plan with app features may be better [76]
- For real-time care circle coordination with multi-user access and clear published pricing, Connected Caregiver explicitly offers these features [77]
Questions to Verify Before Buying
Before purchasing Medical Guardian for caregiver app and family alerts, verify the following with the company:
- Does the selected device and exact monitoring plan include MyGuardian access and caregiver access without an additional fee? [79]
- Are real-time alerts delivered by push notification, SMS, email, or all three? [80]
- Is OnGuard Alerts / Guardian Enhanced Emergency Notifications available for the selected device, and is it $2.99 per month on the buyer's quote? [80]
- Which events trigger caregiver alerts: SOS presses, fall-detection events, missed check-ins, low battery, leaving a geofence, or only operator-confirmed emergencies? [80]
- How many caregivers can be added, and can permissions be limited by person or by data type? [79]
- Can the primary user pause or revoke location sharing, and how long is location history retained? [83]
- How frequently does location update during ordinary use, not just after an SOS event? [83]
- Can caregivers independently contact the monitoring center, or must the member initiate the emergency event? [79]
- What are the total device, monthly, quarterly, annual, add-on, shipping, replacement, and return costs for the exact configuration? [85]
- If prepaid service is canceled, what minimum term, restocking fee, refund formula, and equipment-return deadline apply? [86]
- What cellular networks and coverage limitations apply at the loved one's home and usual travel locations? [88]
- Have the post-update app failures (location/status access issues reported in May-June 2026 reviews) been resolved? [89]
Final AI Consensus Verdict
Medical Guardian is a good fit for the Caregiver App & Family Alerts use case, with five platforms rating it "good," one rating it "strong," and one rating it "uncertain." The strongest consensus is that MyGuardian provides genuine caregiver value through shared access, location history, activity data, reminders, and messaging, all backed by professional 24/7 emergency monitoring.
The main tradeoffs are clear: real-time caregiver notifications require a $2.99/month add-on, location history updates only hourly rather than continuously, and public pricing is inconsistent across Medical Guardian's own pages. Independent reviews also report app reliability concerns, including post-update failures and location latency.
Medical Guardian is not an unequivocal best fit for families prioritizing continuously live tracking, highly granular privacy controls, or caregiver alerts included in the base price. The buyer should obtain a written quote for the exact device, plan, and notification add-ons and confirm alert triggers and permissions before purchasing [91].
For a broader comparison of top-rated options, see the Caregiver App & Family Alerts consensus index. You can also browse all medical alert systems in our 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, and Perplexity. Each platform evaluated Medical Guardian against the Caregiver App & Family Alerts use case criteria, which included caregiver app usability, real-time push alerts, location sharing, emergency escalation options, multi-contact permissions, subscription cost, and privacy controls.
The authoritative research date for this study is 2026-08-06. Platform-reported research dates varied: DeepSeek reported 2025-10-04 and Google reported 2026-06-05, while the other five platforms reported 2026-08-06. These platform-reported dates are provenance metadata and do not independently prove freshness.
The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Citation IDs follow the format platform:citation_id and connect to the Sources section below.
Methodology Limitations
This review has several limitations that buyers should understand:
- AI-platform agreement does not prove product quality. The consensus described here reflects what AI platforms reported from their training data and web searches, not independent testing by this review.
- No personal testing was conducted. Claims about app usability, notification reliability, and caregiver satisfaction come from company materials and independent reviews cited by the platforms, not from hands-on testing by this review.
- Platform-reported research dates differ from the authoritative run date. DeepSeek reported 2025-10-04 and Google reported 2026-06-05, which may mean some pricing or feature information is stale.
- Kimi could not verify Medical Guardian. One of seven platforms (Kimi) returned no Medical Guardian-specific information in its search results and rated the fit "uncertain."
- Pricing conflicts were not resolved. Public Medical Guardian pages show different starting prices for the same products, and the platforms reported conflicting pricing ranges. Buyers should obtain a written quote.
- Most sources are company-owned. Of 36 deduplicated sources, 18 are company-owned and 18 are independent. Company claims about features and capabilities should be verified through independent testing.
- The supplied URLs were not independently validated by the writer stage and were collected from platform responses.
Sources
Company-Owned Sources
- Medical Guardian Official Website - Plans and Pricing: https://www.medicalguardian.com/
- Buying Advice for Medical Alert Systems: https://www.medicalguardian.com/alert-system-pricing
- service agreement - Medical Guardian: https://www.medicalguardian.com/assets/downloads/pdf/medical_guardian_general_service_agreement.pdf
- Caregivers: https://www.medicalguardian.com/caregivers
- Terms and Conditions: https://www.medicalguardian.com/legal/terms
- Best Apps for Caregiver Organization and Management - Technology | Medical Alert Blog: https://www.medicalguardian.com/medical-alert-blog/technology/best-apps-for-caregiver-organization-and-management
- Best Medical Alert Smartwatch | MGMove: https://www.medicalguardian.com/medical-alert-systems/smart-watch-alert-app
- Medical Guardian launches MGMove smartwatch | Medical Guardian: https://www.medicalguardian.com/press/smartwatch
- Freedom Guardian Support: https://www.medicalguardian.com/support/freedomguardian2/
- MGMini Lite Support: https://www.medicalguardian.com/support/mgminilite/
- Medical Guardian MyGuardian Portal & App: https://www.medicalguardian.com/support/myguardian-portal-app
- Your Online Portal: https://www.medicalguardian.com/support/your-online-portal/
- Medical Alert Device Buyer Guide With Pricing: https://cdn.medicalguardian.com/assets/downloads/pdf/2025-Buyers-Guide-With-Pricing-updated-compressed.pdf
- Connected Caregiver App - Family Care Management Tools: https://myconnectedcaregiver.com/connected-app/
- Safety+ Medical Alert — Choose Your Device: https://myconnectedcaregiver.com/product/safety-medical-alert-choose-your-device/
- Connected Caregiver App - App Store: https://apps.apple.com/us/app/connected-caregiver/id1596707007
Additional AI research evidence91 records
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record anthropic:c2
- AI research evidence record deepseek:c1
- AI research evidence record google:1.2.3
- AI research evidence record grok:web:0
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c14
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c4
- AI research evidence record grok:web:1
- AI research evidence record anthropic:c1
- AI research evidence record openai:c4
- AI research evidence record anthropic:c3
- AI research evidence record openai:c7
- AI research evidence record anthropic:c16
- AI research evidence record perplexity:c8
- AI research evidence record anthropic:c6
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c17
- AI research evidence record anthropic:c4
- AI research evidence record anthropic:c18
- AI research evidence record openai:c9
- AI research evidence record anthropic:c13
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c2
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c15
- AI research evidence record openai:c3
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c4
- AI research evidence record grok:web:6
- AI research evidence record grok:web:14
- AI research evidence record anthropic:c4
- AI research evidence record anthropic:c6
- AI research evidence record openai:c5
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c12
- AI research evidence record openai:c6
- AI research evidence record anthropic:c11
- AI research evidence record anthropic:c13
- AI research evidence record grok:web:2
- AI research evidence record openai:c7
- AI research evidence record openai:c1
- AI research evidence record anthropic:c16
- AI research evidence record openai:c3
- AI research evidence record anthropic:c2
- AI research evidence record google:1.1.4
- AI research evidence record anthropic:c11
- AI research evidence record openai:c8
- AI research evidence record perplexity:c8
- AI research evidence record perplexity:c7
- AI research evidence record openai:c9
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c6
- AI research evidence record openai:c4
- AI research evidence record openai:c3
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c13
- AI research evidence record openai:c4
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c4
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c16
- AI research evidence record anthropic:c9
- AI research evidence record openai:c1
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record kimi:c2
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record anthropic:c2
- AI research evidence record openai:c2
- AI research evidence record openai:c4
- AI research evidence record anthropic:c3
- AI research evidence record openai:c7
- AI research evidence record openai:c8
- AI research evidence record perplexity:c8
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c17
- AI research evidence record openai:c1
Independent Sources
- Best Medical Alert Apps for Seniors | SeniorLiving.org: https://www.seniorliving.org/medical-alert-systems/apps/
- MGMini Medical Alert Review, Tested by Caregivers (2026): https://www.theseniorlist.com/medical-alert-systems/medical-guardian/mgmini/
- MyMedicalGuardian - Medical App | MWM: https://mwm.ai/apps/mymedicalguardian/1577560184
- MyMedicalGuardian - Apps on Google Play: https://play.google.com/store/apps/details?id=com.medicalguardian.portal.prod&hl=en_US
- MyMedicalGuardian — Review 2026: Sentiment & Intel: https://marlvel.ai/apps/mymedicalguardian
- Medical Guardian Medical Alert System Review 2026 | U.S. News: https://realestate.usnews.com/home-services/medical-alert-system/medical-guardian
- Medical Guardian Alert System Review for 2026: https://www.seniorliving.org/medical-alert-systems/medical-guardian/reviews/
- Medical Guardian Cost, Pricing, Packages & Monthly Plans: https://www.safehome.org/medical-alert-systems/medical-guardian/
- Cheapest & Most Affordable Medical Alert Systems of 2026: https://www.safehome.org/medical-alert-systems/best/affordable/
- Medical Guardian Review in 2026: https://www.ncoa.org/product-resources/medical-alert-systems/medical-guardian-review/
- Medical Guardian Review: https://www.ncoa.org/advisors/medical-alerts/medical-guardian-review
- Medical Guardian Review: Model Prices & Features: https://www.caring.com/senior-products/best-medical-alert-systems/medical-guardian
- Medical Guardian Review: https://www.safewise.com/senior-safety/medical-alerts/medical-guardian/
- Medical Guardian Costs & Plans 2026: https://seniorslist.com/medical-alert-systems/medical-guardian/
- Life Alert vs. Medical Guardian: https://www.senioralertguide.com/medical-alerts/life-alert-vs-medical-guardian/
- MyGuardian on Google Play: https://play.google.com/store/apps/details?id=com.medicalguardian.myguardian
- MyMedicalGuardian - App Store: https://apps.apple.com/us/app/mymedicalguardian/id1577560184
- Medical Guardian Alert System Review for 2026: https://www.seniorliving.org/medical-alert-systems/reviews/medical-guardian/
Additional AI research evidence91 records
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record anthropic:c2
- AI research evidence record deepseek:c1
- AI research evidence record google:1.2.3
- AI research evidence record grok:web:0
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c14
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c4
- AI research evidence record grok:web:1
- AI research evidence record anthropic:c1
- AI research evidence record openai:c4
- AI research evidence record anthropic:c3
- AI research evidence record openai:c7
- AI research evidence record anthropic:c16
- AI research evidence record perplexity:c8
- AI research evidence record anthropic:c6
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c17
- AI research evidence record anthropic:c4
- AI research evidence record anthropic:c18
- AI research evidence record openai:c9
- AI research evidence record anthropic:c13
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c2
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
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- AI research evidence record anthropic:c15
- AI research evidence record openai:c3
- AI research evidence record anthropic:c1
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- AI research evidence record openai:c4
- AI research evidence record grok:web:6
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- AI research evidence record anthropic:c4
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- AI research evidence record openai:c5
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c12
- AI research evidence record openai:c6
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- AI research evidence record anthropic:c13
- AI research evidence record grok:web:2
- AI research evidence record openai:c7
- AI research evidence record openai:c1
- AI research evidence record anthropic:c16
- AI research evidence record openai:c3
- AI research evidence record anthropic:c2
- AI research evidence record google:1.1.4
- AI research evidence record anthropic:c11
- AI research evidence record openai:c8
- AI research evidence record perplexity:c8
- AI research evidence record perplexity:c7
- AI research evidence record openai:c9
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c6
- AI research evidence record openai:c4
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- AI research evidence record openai:c4
- AI research evidence record anthropic:c3
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- AI research evidence record perplexity:c4
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c16
- AI research evidence record anthropic:c9
- AI research evidence record openai:c1
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record kimi:c2
- AI research evidence record openai:c1
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- AI research evidence record anthropic:c2
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- AI research evidence record openai:c8
- AI research evidence record perplexity:c8
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c17
- AI research evidence record openai:c1
Verify this research
Review the study details behind this page or download the public machine-readable verification record.
- Study date
- Aug 6, 2026
- Platforms analyzed
- 7
- Source records
- 36
- Ranking mentions
- 6 of 7
- Platform share
- 86%
- Final consensus rank
- #1
Research trail and source mix
Platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
18 independent · 18 company-owned
Evidence support
33 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 ddf68746f3b38a05c0024d09a4e8dc5977000aaa428368c07d042c52d49a7469
