Answer Capsule
Medical Guardian is a good — but not clearly best-in-class — fit for real-time GPS and location tracking. All seven platforms that reached the ranking stage named Medical Guardian, and every one of them placed it in the top four, with an average listed rank of 2.86. The strongest reason to consider it is the MGMini: independent testers reported accurate outdoor location identification, sub-30-second average monitoring connection, dual AT&T/Verizon connectivity, and up to five days of stated battery life. The main limitation is documentation: no platform verified a published location-refresh interval, and geofencing is either absent or unconfirmed depending on the source. Buyers who need continuous breadcrumb tracking or automatic safe-zone alerts should verify those specifics before signing.
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 7 of 7 included platforms (anthropic, deepseek, google, grok, kimi, openai, perplexity) |
| Share of included platform responses | 100% |
| Average listed rank | 2.86 |
| Best listed rank | 2 |
| Relevant product/model/plan | MGMini compact mobile GPS device with 24/7 monitoring and MyGuardian caregiver access; MGMove smartwatch is the alternative form factor |
| Overall use-case fit | Good for monitored outdoor emergency assistance and caregiver location visibility; mixed for continuous real-time tracking |
| Research date | 2026-09-26 |
What Changed Since August 2026
Medical Guardian moved up from No. 2 to No. 1, and platform mentions increased from 6 to 7. The September 2026 review reframes Medical Guardian as a good but not clearly best-in-class fit, with buyer fit and limitations now more explicit. The MGMini remains the recommended device, but the write-up no longer treats its battery life and GPS accuracy as settled strengths; testing is now described with narrower measured ranges, including outdoor variance of about 30 feet and connection times of 8 to 23 seconds. Fall detection is newly reported at $10 per month, while the $2.99/month accessory figure is no longer repeated. Geofencing and location refresh remain unverified. Differences between the two editions reflect what each article reports; they do not by themselves prove that the product, service, or price changed.
The August 2026 review preserves the earlier article for reference.
Why Medical Guardian Qualified for This Study
Questions This Section Answers
- Is Medical Guardian a good choice for Real-Time GPS & Location Tracking?
- How many AI platforms ranked Medical Guardian for GPS tracking, and where did it place?
Medical Guardian qualified because it was the only entity in this study named by every included platform during the ranking stage, and because its mobile product line maps directly onto the use case. All seven platforms — anthropic, deepseek, google, grok, kimi, openai, and perplexity — listed Medical Guardian among their GPS-tracking picks, giving it a 100% mention share and an average listed rank of 2.86 (best rank: 2).
The platforms converged on the same product family. Six of the seven named the MGMini or MGMini Lite as the most relevant device, and all seven named the MGMove smartwatch as the alternative form factor [1]. No platform proposed a different Medical Guardian product for this use case.
Qualification was not the same as endorsement. Fit ratings split: grok rated the fit "strong," while anthropic, google, openai, and perplexity rated it "good," and deepseek and kimi rated it "mixed." That spread is itself a finding — the disagreement is concentrated almost entirely on one question, whether Medical Guardian's location updates are fast and automatic enough to count as real-time tracking.
The Product, Model, Plan, or Service Most Relevant to Real-Time GPS & Location Tracking
Questions This Section Answers
- Which Medical Guardian device is best for real-time GPS and location tracking?
- Is the MGMini or the MGMove smartwatch the better choice for outdoor location tracking?
The MGMini is the most directly relevant Medical Guardian product for this use case. It is a compact mobile alert device with GPS/location capability, a physical help button, two-way voice communication, and caregiver access through the MyGuardian app or portal [4]. Medical Guardian describes it as the smallest and lightest of its mobile devices at 0.08 lbs, wearable as a necklace or belt clip [6].
The MGMove is the smartwatch alternative. It uses GPS, Wi-Fi, and LTE tracking and reports location to the MyGuardian app and emergency dispatch [7]. Its tradeoff is battery: independent testing lists a maximum of about 24 hours, versus up to five days stated for the MGMini [4].
The MGMini Lite sits between them. It resembles a fitness tracker, carries a $149.95 equipment fee in one independent review, and was tested at up to three days of battery life [8].
Platforms also used older or overlapping names — "Mobile 2.0," "Mini Guardian," and "Guardian Flex" — for what appear to be the same or successor products [4]. This naming inconsistency is unresolved in the supplied research and is a reason to confirm the exact model at order time.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI reviewers agree Medical Guardian does well for GPS location tracking?
- Does Medical Guardian have independently tested GPS accuracy and emergency response times?
Agreement was strongest on four points, and all four rest on at least some independent testing rather than company marketing alone.
Location performance in outdoor tests. AARP reported independent testing of Medical Guardian mobile equipment that included accurate GPS location identification, and TheSeniorList reported precise outdoor location identification during MGMini test calls [10]. NCOA testing found the MGMini GPS accurately recorded addresses (anthropic:citation_4). Grok's sources reported correct cross streets and addresses in tests, with multi-modal GPS/Wi-Fi/cellular variance of roughly 30 feet in urban conditions (grok:0, grok:2). Google's sources cited MGMove accuracy within 15 to 20 feet [12]. These are limited tests, not guarantees across environments.
Emergency connection speed. AARP's testing of Medical Guardian mobile equipment produced an average monitoring-center connection time under 30 seconds [10]. Independent sources reported averages ranging from roughly 8 to 23 seconds depending on device and tester (anthropic:citation_6, anthropic:citation_7, anthropic:citation_8, grok:0). Perplexity cited roughly 20 seconds for the MGMove [13]. The spread is wide, and no platform presented a guaranteed figure.
Caregiver app visibility. The MyGuardian app and portal let caregivers view location, battery status, signal strength, and emergency notifications [10]. Medical Guardian's own portal documentation says mobile devices show last-seen hourly GPS or Wi-Fi tracked location, battery level, connection status, and alert history [14]. One independent reviewer called the app a primary strength for long-distance caregiver monitoring (anthropic:citation_11).
Dual-carrier connectivity. The MGMini uses OmniSIM technology giving it access to both AT&T and Verizon 4G LTE networks, with Wi-Fi positioning as backup (anthropic:citation_3, anthropic:citation_15, grok:2, kimi:MG-network-coverage). The MGMove runs on AT&T 4G LTE (anthropic:citation_14). Medical Guardian claims the MGMini has the widest GPS coverage of any medical alert device — a company claim, not an independently verified one (anthropic:citation_16).
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Does Medical Guardian offer geofencing with automatic safe-zone alerts?
- How often does Medical Guardian update location in the MyGuardian app?
Three unresolved conflicts matter to this use case, and buyers should treat all three as open questions rather than settled facts.
Geofencing. This is the sharpest disagreement. Google's sources state that caregivers can establish virtual safe zones through the MyGuardian app and receive notifications when the wearer crosses a boundary [15]. Kimi's sources state the opposite: Medical Guardian's FAQ says geofencing is not a standard feature, and a separate Guardian Alert add-on provides activity-pattern detection rather than boundary alerts (kimi:MG-FAQ-geofence, kimi:MG-Guardian-Alert). Anthropic's sources found geofencing not explicitly advertised and treated it as unclear (anthropic:citation_22). Openai and perplexity both reported that reviewed materials do not establish configurable geofencing [17]. The company's own FAQ is the most authoritative supplied source on this point, and it does not confirm standard geofencing.
Location refresh rate. No platform verified a published refresh interval. Reported figures conflict: Medical Guardian's portal documentation references last-seen hourly location [19]; one independent review reported MGMini taking up to five minutes to update in the app during testing (kimi:SrSafety-MG-review); another described "near real-time" behavior (kimi:NYT-MG-review). Google's sources describe hourly updates with manual refresh available and real-time location on SOS press [20]. Openai summarized the position plainly: public materials do not define the refresh interval or establish continuous tracking [17].
Battery life. Company claims and independent testing diverge. Medical Guardian states up to five days for the MGMini [22]. NCOA testing verified a three-day maximum (anthropic:citation_19). Grok's sources reported four to five days typical, dropping to about 36 hours with fall detection enabled (grok:0). Kimi's sources reported two to three days with regular location checks (kimi:SrSafety-MG-review). Frequent GPS polling and emergency-button use consume battery faster (anthropic:citation_21).
Two further conflicts are worth flagging. Fall detection reliability: NCOA testing found the MGMini failed to detect a fall in one of three simulated tests, while the company states fall detection cannot detect 100% of falls (anthropic:citation_30, anthropic:citation_31). And contract terms: Medical Guardian marketing describes flexible service without long-term contracts, while its legal terms state a 90-day minimum service commitment [24].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does Medical Guardian's MGMini have a fall detection option, and what does it cost?
- What battery life should a buyer expect from Medical Guardian GPS devices?
The table below summarizes what the supplied research supports for each criterion in this use case, with the assessment each platform reached.
| Criterion | Finding | Assessment |
|---|---|---|
| GPS accuracy | Independent tests reported accurate outdoor address identification; one source cited 15–20 ft for MGMove, another ~30 ft urban variance for MGMini | Advantage, with limited test scope |
| Location refresh rate | No verified published interval; sources cite hourly, up to five minutes, and "near real-time" | Unclear / conflicting |
| Geofencing options | Company FAQ does not confirm standard geofencing; one platform's sources describe safe-zone alerts | Unclear / conflicting |
| Caregiver app integration | MyGuardian shows location, battery, signal, steps, and emergency notifications | Advantage |
| Cellular signal strength | MGMini uses dual AT&T/Verizon via OmniSIM; MGMove uses AT&T; all mobile models depend on cellular coverage | Advantage with dependency caveat |
| Emergency SOS response | Physical help button, two-way voice, U.S.-based monitoring; tested averages roughly 8–30 seconds | Advantage |
| Battery life | Up to five days stated for MGMini; three days verified in testing; MGMove about 24 hours | Advantage for MGMini, limitation for MGMove |
Two additional details matter for daily use. The MGMini is water-resistant and can be worn in the shower but is not designed for submersion (anthropic:citation_24). Fall detection is an optional add-on at $10 per month and must be worn around the neck for adequate sensing (anthropic:citation_28, anthropic:citation_30).
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Medical Guardian cost per month for a GPS device, and are there setup fees?
- What is the cancellation policy and minimum commitment for Medical Guardian?
Pricing is the least settled part of this research. The best-documented figure located was $149.95 for the MGMini device plus $39.95 per month on monthly billing, from Medical Guardian's 2025 pricing guide [25]. The current public pricing page instead emphasizes starting prices and customized pricing, so the live quote should be confirmed [26].
Reported monthly figures across platforms range from about $31.95 to $54.95 depending on model, billing cadence, and source [27]. Equipment fees are reported between $149.95 and $199.95, with the MGMove at the higher end [28]. One platform estimated first-year totals of roughly $485 to $775 before optional features (anthropic:citation_8).
Known add-ons include fall detection at $10 per month, an optional equipment-protection plan reported at $6.99 per month, and accessory button kits at $2.99 per month per kit [25]. Shipping was reported at $12.50, waived on some annual prepayment plans [32].
Contract terms conflict directly. Medical Guardian's marketing states it does not require long-term contracts and does not charge activation or cancellation fees (official:C2). Its legal terms state a 90-day minimum service commitment, automatic renewal by billing cycle, leased-equipment return obligations, and a possible $350 non-return fee [33]. One platform reported a restocking fee of up to $50 on leased-equipment returns (anthropic:citation_8). Where marketing and legal terms conflict, the order-specific terms should control — and buyers should read them before signing.
Best Suited For
Questions This Section Answers
- Who is Medical Guardian best suited for in a GPS tracking use case?
- Is Medical Guardian worth it for a caregiver monitoring an active senior outdoors?
Medical Guardian is best suited to caregivers who want a monitored outdoor emergency device with caregiver location visibility, rather than a dedicated tracking platform. The platforms converged on this framing even where their fit ratings differed.
The clearest fit is a caregiver monitoring an active senior who may become lost or need emergency assistance outdoors, where the priority is a one-button SOS device with professional monitoring and app-based location checks [34]. The MGMini's compact pendant form factor and longer battery life suit users who would not reliably charge a smartwatch daily [36].
It also suits buyers who value dual-carrier redundancy. The MGMini's OmniSIM access to both AT&T and Verizon improves the odds of a usable signal compared with single-network competitors (anthropic:citation_3, grok:2).
Finally, it suits households that want month-to-month billing flexibility rather than a long annual lock-in — subject to verifying the 90-day minimum in the legal terms [37].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Medical Guardian for Real-Time GPS & Location Tracking?
- Is Medical Guardian a poor fit for high-risk wandering or dementia monitoring?
Buyers who need verified continuous tracking should look elsewhere. If the requirement is published refresh intervals, breadcrumb history, or configurable geofences with automatic boundary alerts, the supplied research does not establish that Medical Guardian delivers them [38]. One platform noted that medical alert systems generally lack the constant updates of specialized trackers, which can offer updates as frequent as every 10 seconds but without professional dispatch [40].
Budget-focused buyers should also weigh alternatives. Multiple platforms flagged Medical Guardian as more expensive than average, with upfront equipment fees and monthly rates above budget-oriented competitors [41].
Buyers in weak AT&T or Verizon coverage areas face a structural limit: all mobile GPS models depend on cellular coverage to transmit location and emergency signals [42]. Medical Guardian does not publicly guarantee uninterrupted GPS or cellular availability in buildings, remote areas, or dense urban environments [43].
Finally, buyers who want a general-purpose smartwatch with broad health, navigation, and app ecosystems will find the MGMove narrower in scope than a consumer smartwatch [38].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Medical Guardian if geofencing is required?
- When should a buyer choose a dedicated GPS tracker instead of Medical Guardian?
Choose a different option when geofencing with automatic boundary alerts is a hard requirement. Platforms specifically named dedicated GPS trackers and specialized dementia-tracking devices as better fits for that need, because they offer documented zone alerts that Medical Guardian does not confirm [44].
Choose a different option when sub-minute location refresh is essential. One platform cited dedicated trackers offering updates as frequent as every three seconds, and another cited specialized trackers with 10-second updates — both far faster than any interval documented for Medical Guardian [44].
Choose a different option when cost is the primary constraint. Platforms named lower-cost medical alert providers with published pricing and free or lower-cost equipment leasing as alternatives for budget-conscious buyers [45].
Choose a different option when the wearer's location has poor AT&T and Verizon coverage, or when a materially lower total cost is required [46].
The tradeoff runs both ways. Dedicated trackers generally lack the 24/7 professional monitoring and two-way voice response that Medical Guardian provides, so a buyer who leaves Medical Guardian for faster tracking may give up emergency dispatch [44].
Questions to Verify Before Buying
The platforms collectively raised a consistent set of verification items. These are the questions to put to Medical Guardian directly, drawn from the supplied research.
- What exact current model will be supplied — MGMini, MGMini Lite, MGMove 2.0, or a successor — given the inconsistent product naming across materials? [47]
- How often does the caregiver app refresh location when the device is moving, stationary, indoors, or in a weak-signal area? [47]
- Does the current MyGuardian app support configurable geofences, entry/exit alerts, and location-history export? [49]
- Which cellular carrier will serve this specific device and address, and can coverage be verified along the wearer's common outdoor routes? [47]
- What location accuracy should be expected near buildings, inside stores, under tree cover, and in rural areas? [47]
- What is the real-world battery life under frequent location checks, emergency calls, weak signal, and fall-detection use? (anthropic:citation_19, anthropic:citation_21)
- Is the device purchased or leased, and what exact return, restocking, cancellation, and non-return charges apply? [50]
- What is the all-in monthly cost including monitoring, fall detection, caregiver features, taxes, shipping, and protection-plan options? [51]
- Is the MyGuardian caregiver app included in the base plan or an optional monthly upgrade? Sources conflict on this point. [52]
- Can caregivers receive low-battery, device-off, loss-of-connectivity, and emergency-event alerts without an additional subscription? [47]
Final AI Consensus Verdict
Medical Guardian is a good fit for monitored outdoor emergency assistance and caregiver location awareness, and a mixed fit for buyers whose primary need is continuous real-time tracking. All seven included platforms named it, with an average listed rank of 2.86 and a best rank of 2 — the strongest ranking-stage presence in this study.
The consensus case for it rests on the MGMini: independently tested outdoor location accuracy, sub-30-second average monitoring connection, dual AT&T/Verizon connectivity, a physical SOS button with two-way voice, and up to five days of stated battery life [53].
The consensus case against treating it as a tracking platform rests on documentation gaps. No platform verified a published location-refresh interval. Geofencing is unconfirmed by the company's own FAQ. Battery claims exceed independent test results. Pricing and contract terms conflict between marketing and legal sources. Platform agreement on these limitations does not prove the product is deficient — it means the evidence needed to confirm real-time tracking performance was not located in this research pass.
Buyers whose need is emergency response with caregiver location visibility should find Medical Guardian a reasonable choice. Buyers whose need is continuous, geofenced, high-frequency tracking should verify those specifics in writing before committing, or compare against dedicated trackers that document them.
How This Review Was Produced
This review evaluates Medical Guardian only for the Real-Time GPS & Location Tracking use case within medical alert systems. It is not a broad company review.
Seven AI platforms were queried on 2026-09-26: anthropic (claude-haiku-4-5-20251001), deepseek (deepseek-v4-flash), google (gemini-3.5-flash), grok (x-ai/grok-4.3), kimi (moonshotai/kimi-k2.6), openai (gpt-5.6-luna), and perplexity (perplexity/sonar). Each platform returned a fit assessment, use-case findings, pricing and terms, limitations, and verification questions. All seven named Medical Guardian during the ranking stage, so all seven contributed to the ranking statistics in the Research Snapshot.
The category criteria applied were GPS accuracy, location refresh rate, geofencing options, caregiver app integration, cellular signal strength, emergency SOS button response, and battery life. Fit ratings were recorded as supplied: strong (grok), good (anthropic, google, openai, perplexity), and mixed (deepseek, kimi).
Methodology Limitations
Several limitations qualify everything above.
Citations are platform-reported evidence, not independently verified facts. The supplied URLs were collected from platform responses and were not independently validated during writing. Company-owned sources are identified as such in the Sources section and should be read as vendor claims unless an independent source corroborates them.
Platform research dates differ from the authoritative run date. Six platforms reported 2026-09-26; deepseek reported 2026-01-15. Platform-reported dates are provenance metadata and do not independently prove freshness.
Deepseek ran without search enabled, so its findings rest on model knowledge rather than retrieved sources. Its conclusions should be treated as platform-reported rather than sourced.
Conflicting product names, pricing, and capabilities were not resolved by guessing. Where sources disagreed — geofencing, refresh rate, battery life, contract terms, app cost — the conflict is described and the buyer is directed to verify. Missing research was not interpreted as disagreement.
No personal testing, customer experience, medical benefit, or guaranteed performance is claimed anywhere in this review. Independent test results cited here are limited tests, not guarantees of accuracy or response time in every environment.
Sources
Company-Owned Sources
- Medical Guardian 2025 Buyers Guide With Pricing: https://cdn.medicalguardian.com/assets/downloads/pdf/2025-Buyers-Guide-With-Pricing-updated-compressed.pdf
- Buying Advice for Medical Alert Systems: https://www.medicalguardian.com/alert-system-pricing
- Caregivers: https://www.medicalguardian.com/caregivers
- Medical Guardian Coverage and Networks: https://www.medicalguardian.com/coverage
- Medical Emergency Response Device FAQs | Medical Guardian: https://www.medicalguardian.com/faq
- Legal Information About Medical Guardian Services: https://www.medicalguardian.com/legal/terms
- Legal Information About Medical Guardian Warranties: https://www.medicalguardian.com/legal/warranties
- Best Medical Alert Necklace | Fall Detection | Medical Guardian: https://www.medicalguardian.com/medical-alert-systems/gps-button-fall-detection
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- Medical Guardian MyGuardian App: https://www.medicalguardian.com/myguardian-app
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- Medical Guardian Fall Detection: https://www.medicalguardian.com/products/add-ons/fall-detection
- Medical Guardian Guardian Alert: https://www.medicalguardian.com/products/add-ons/guardian-alert
- Medical Guardian Device Specifications: https://www.medicalguardian.com/products/mobile-devices
- Medical Guardian MGMini GPS Medical Alert Device: https://www.medicalguardian.com/products/mobile-devices/mgmini
- Medical Guardian Support and FAQs: https://www.medicalguardian.com/support
- MGMini Support: https://www.medicalguardian.com/support/mgmini/
- Mini Guardian Support: https://www.medicalguardian.com/support/product-support/mini-guardian
- Your Online Portal | Medical Guardian Support: https://www.medicalguardian.com/support/your-online-portal/
- Medical Guardian Monitoring Center: https://www.medicalguardian.com/why-medical-guardian/monitoring-center
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Additional AI research evidence54 records
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record google:1.2.1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record google:1.2.1
- AI research evidence record google:2.3.3
- AI research evidence record google:2.3.9
- AI research evidence record google:1.1.4
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record google:2.3.5
- AI research evidence record perplexity:c5
- AI research evidence record perplexity:c4
- AI research evidence record google:2.2.5
- AI research evidence record google:3.1.6
- AI research evidence record openai:c3
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c4
- AI research evidence record google:2.1.2
- AI research evidence record google:2.2.1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record openai:c6
- AI research evidence record google:1.2.2
- AI research evidence record google:2.3.9
- AI research evidence record openai:c2
- AI research evidence record openai:c7
- AI research evidence record google:3.1.2
- AI research evidence record google:1.2.4
- AI research evidence record openai:c5
- AI research evidence record openai:c3
- AI research evidence record perplexity:c2
- AI research evidence record openai:c1
- AI research evidence record openai:c5
- AI research evidence record openai:c3
- AI research evidence record perplexity:c2
- AI research evidence record google:3.1.8
- AI research evidence record google:1.2.4
- AI research evidence record perplexity:c5
- AI research evidence record openai:c2
- AI research evidence record google:3.1.8
- AI research evidence record google:1.2.4
- AI research evidence record openai:c3
- AI research evidence record openai:c3
- AI research evidence record perplexity:c4
- AI research evidence record google:2.2.5
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record google:2.2.3
- AI research evidence record openai:c3
- AI research evidence record openai:c4
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- Medical Guardian MGMini Medical Alert Device User Manual: https://manuals.plus/asin/B0CHGXYM2X
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Additional AI research evidence54 records
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record google:1.2.1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record google:1.2.1
- AI research evidence record google:2.3.3
- AI research evidence record google:2.3.9
- AI research evidence record google:1.1.4
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record google:2.3.5
- AI research evidence record perplexity:c5
- AI research evidence record perplexity:c4
- AI research evidence record google:2.2.5
- AI research evidence record google:3.1.6
- AI research evidence record openai:c3
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c4
- AI research evidence record google:2.1.2
- AI research evidence record google:2.2.1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record openai:c6
- AI research evidence record google:1.2.2
- AI research evidence record google:2.3.9
- AI research evidence record openai:c2
- AI research evidence record openai:c7
- AI research evidence record google:3.1.2
- AI research evidence record google:1.2.4
- AI research evidence record openai:c5
- AI research evidence record openai:c3
- AI research evidence record perplexity:c2
- AI research evidence record openai:c1
- AI research evidence record openai:c5
- AI research evidence record openai:c3
- AI research evidence record perplexity:c2
- AI research evidence record google:3.1.8
- AI research evidence record google:1.2.4
- AI research evidence record perplexity:c5
- AI research evidence record openai:c2
- AI research evidence record google:3.1.8
- AI research evidence record google:1.2.4
- AI research evidence record openai:c3
- AI research evidence record openai:c3
- AI research evidence record perplexity:c4
- AI research evidence record google:2.2.5
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record google:2.2.3
- AI research evidence record openai:c3
- AI research evidence record openai:c4
Verify This Research
Review the study details behind this page or download the public machine-readable verification record.
- Study date
- September 26, 2026
- Platforms analyzed
- 7
- Source records
- 62
- Ranking mentions
- 7 of 7
- Platform share
- 100%
- Final consensus rank
- #2
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
38 independent · 24 company-owned
Evidence support
37 direct · 10 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 3b60ab40691b93fcc4db03b166e75a70dc2fb5c00c7c8ed52924b96c968e7b27
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