Answer Capsule
Lifeline On the Go is a mixed fit for Real-Time GPS & Location Tracking. Three of seven platforms named it during ranking discovery (anthropic, kimi, perplexity), at an average listed rank of 8.0 and a best rank of 6. Its strongest case is emergency-oriented location assistance: GPS-assisted locating, two-way voice, 24/7 response-center dispatch, caregiver app notifications, and up to four days of stated battery life [1]. The main limitation is that Lifeline does not publish a GPS refresh interval, geofencing, or continuous tracking, and independent reviews describe location as reactive — triggered by a button press or fall detection rather than passive monitoring (anthropic:46-1, anthropic:46-2, grok:3).
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 3 of 7 platforms (anthropic, kimi, perplexity) |
| Share of included platform responses | 42.9% |
| Average listed rank | 8.0 |
| Best listed rank | 6 (anthropic) |
| Relevant product/model/plan | Lifeline On the Go mobile medical alert system with optional fall detection; Lifeline Smartwatch as an alternative mobile device |
| Overall use-case fit | Mixed — good for emergency location assistance, not documented continuous tracking |
| Research date | 2026-09-26 |
Why Lifeline On the Go Qualified for This Study
Questions This Section Answers
- Is Lifeline On the Go a good choice for Real-Time GPS & Location Tracking?
- How many AI platforms ranked Lifeline On the Go for GPS tracking, and where did it place?
Lifeline On the Go qualified because three of seven platforms named it during ranking discovery, clearing the two-mention threshold. It did not lead the category: its average listed rank was 8.0, its best was 6 (anthropic), and its final rank was 7. Kimi placed it 10th and perplexity 8th [2].
The entity is a company-level entry, and platforms evaluated it as a GPS device model plus service provider. Platform fit ratings split: openai and perplexity rated it a good fit, anthropic, deepseek, google, and grok rated it mixed, and kimi rated it uncertain after its official-site retrieval failed. That split is the central finding of this review — Lifeline On the Go is credible for emergency location assistance and unproven for continuous tracking.
This review covers only the Real-Time GPS & Location Tracking use case. It is not a broad company review, and it does not evaluate Lifeline's home-based systems, which are outside this category.
The Product, Model, Plan, or Service Most Relevant to Real-Time GPS & Location Tracking
Questions This Section Answers
- Which Lifeline On the Go model should a buyer choose for outdoor GPS location assistance?
- Does the Lifeline Smartwatch track location the same way as the On the Go pendant?
The relevant products are the Lifeline On the Go mobile medical alert system with optional fall detection, and the Lifeline Smartwatch as an alternative mobile device. Platforms also referenced the On the Go Mini and a Canada-only On the Go with Wandering variant (anthropic:38-2, anthropic:39-1).
On the Go is a wearable pendant with a help button, two-way voice, cellular connectivity, and GPS. Lifeline states it uses advanced GPS location technology, a waterproof all-in-one design, and up to four days of battery life, delivering 24/7 access to a trained care specialist at home and on the go (anthropic:5-1, anthropic:30-1). The user manual states that in good conditions location accuracy should be within 30 feet or less, while obstructions, structures, weather, and other conditions can reduce performance [4].
The Smartwatch is a GPS-enabled help button with heart rate monitoring and step tracking [5]. One platform reported Smartwatch plans starting at $34.95/month with an annual plan [5]; another reported $39.95/month base with a $159 one-time equipment fee [6]. That conflict is unresolved in the supplied evidence.
The On the Go with Wandering variant adds geofencing-style alerts: after leaving home proximity (typically around 60 metres), an Away trigger sends an SMS to the caregiver with a link to an online map (anthropic:38-2, anthropic:39-1). It appears in Canadian sources, and U.S. availability is not confirmed.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree Lifeline On the Go does well for GPS location tracking?
- Is Lifeline On the Go's caregiver app useful for checking a wearer's location?
Platforms agreed on four points.
First, emergency response is the core strength. Pressing the help button connects the user to a trained care specialist 24/7/365 through two-way voice, and the specialist assesses the situation and may dispatch a neighbor, caregiver, or emergency services [7].
Second, the caregiver app provides real-time push notifications, location checking for On the Go subscribers, multi-user monitoring, and battery-status visibility [9]. U.S. News reported that caregivers can track the wearer's location, view live battery status, and share notes, and that the app manages multiple users under one account (anthropic:32-5, anthropic:32-6).
Third, battery life is a stated advantage. The On the Go product page claims up to four days, with daily charging recommended [7]. Grok reported up to four days for standard On the Go and 24 hours for the Mini (grok:4, grok:5).
Fourth, fall detection is optional and does not detect every fall. Lifeline states that fall detection, including AutoAlert, does not detect 100% of falls and that users should press the button when able [7].
Agreement here reflects consistent platform reporting, not proof of product quality. Most of these claims trace to company-owned pages.
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Does Lifeline On the Go track location continuously, or only when the help button is pressed?
- Is Lifeline On the Go with Wandering geofencing available to buyers in the United States?
The sharpest disagreement concerns tracking mode. Medical Alert Buyers Guide stated that while On the Go features GPS locator services, tracking occurs only when the user presses the help button or a fall is automatically detected, and that unlike other mobile medical alerts it does not continuously track the wearer's location (anthropic:46-1, anthropic:46-2, grok:3). Google's summary reached the same conclusion, describing the app as locating the user at a single moment in time rather than streaming continuous breadcrumbs [11].
Against that, openai reported that caregivers can check connected On the Go subscriber locations through the app [12], and perplexity rated caregiver location visibility an advantage [13]. These are not fully contradictory — an on-demand location check and continuous tracking are different features — but the public record does not define which one the app delivers, or how often it refreshes.
GPS accuracy is also contested. Lifeline's manual states accuracy within 30 feet or less in good conditions [14]. SafeWise reported that the Lifeline On the Go Micron failed its GPS location tracking tests, that only one call went through during that portion of testing, and that the agent had the tester's location at the home across the street (anthropic:31-19, anthropic:31-20, grok:2). Google reported mixed GPS accuracy and poor cellular connectivity on tested mobile systems, with dropped calls outdoors [15].
Geofencing is unresolved. No reviewed U.S. source documents configurable safe zones or boundary alerts for On the Go. The Wandering variant with roughly 60-metre proximity alerts appears in Canadian sources [16], and U.S. availability is not confirmed.
Pricing conflicts exist too. Lifeline's page lists $39.95/month with an annual plan [17], while an independent 2026 review listed $44.95/month for On the Go [19]. Google reported On the Go starting at approximately $34.95 to $44.95 per month [20].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- How accurate is Lifeline On the Go's GPS, and what happens if the location is wrong during an emergency?
- Does Lifeline On the Go support geofencing or wandering alerts for a caregiver monitoring a wanderer?
GPS accuracy. Lifeline states On the Go uses advanced GPS and that the response center can pinpoint device location [21]. The manual states accuracy should be within 30 feet or less in good conditions, with obstructions, structures, and weather reducing performance [22]. Independent testing contradicts consistent accuracy (anthropic:31-19, anthropic:31-20). One platform noted Lifeline uses up to five locating technologies, including GPS, cellular triangulation, and Wi-Fi [23].
Location refresh rate. Unclear. Public materials describe location snapshots or breadcrumbs and caregiver access to system location but do not specify a guaranteed refresh interval, continuous live tracking mode, or maximum reporting delay [25]. Deepseek reported no published refresh rate [27].
Geofencing. Not documented for U.S. products in the reviewed materials. The Canada-only Wandering variant sends an SMS with an online map link when the wearer leaves roughly 60 metres from home (anthropic:38-2, anthropic:39-1).
Caregiver app integration. The My Lifeline app provides real-time push notifications for emergencies, system tests, and low battery signals, plus account setup for connected users and devices [26]. Caregivers can check location for On the Go subscribers and monitor multiple users (anthropic:29-12, anthropic:32-6).
Cellular signal strength. On the Go uses cellular technology and requires adequate coverage; Lifeline states coverage depends on device location, environment, equipment, and facility conditions, and its terms disclaim responsibility for delays or failures caused by third-party wireless networks [21]. Grok reported the device uses the AT&T network (grok:2).
Emergency SOS response. Pressing the button connects the user to a trained specialist 24/7/365 through two-way voice, with escalation to a neighbor, caregiver, or emergency services [21].
Battery life. Up to four days stated, with daily charging recommended [21]. Deepseek reported approximately one day for the mobile unit and smartwatch [27] — a direct conflict with the four-day claim. The Smartwatch quick-start guide shows network and signal-strength display, rechargeable battery, and IPX7 rating, but no published runtime [31].
Water resistance. Lifeline states help buttons, mobile systems, and smartwatches are waterproof up to one meter for 30 minutes (official:C1). One independent review described the standard On the Go pendant as water-resistant and shower-safe but not for submersion (anthropic:34-20).
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Lifeline On the Go cost per month, and what setup fees apply?
- Is fall detection worth the extra monthly cost on Lifeline On the Go?
On the Go service starts at $39.95/month with an annual plan, according to Lifeline's product page [32]. Month-to-month pricing was reported at $49.95 (anthropic:13-2). An independent 2026 review listed $44.95/month [34], and Google reported a $34.95 to $44.95 range [35]. Buyers should treat the exact rate as unconfirmed until checkout.
Setup fees include a $50 activation fee and a $49.95 programming fee, per Lifeline's disclaimer (official:C1). Anthropic reported a combined $99.95 setup/programming fee for On the Go and Mini and $159 for the Smartwatch (anthropic:13-2). Shipping was reported at $29.95 unless an annual plan is purchased (anthropic:13-2, grok:5).
Fall detection costs an additional $15/month (anthropic:20-4, grok:5). One platform described this as the highest optional fall-detection fee in the industry, with competitors charging $5–10/month (anthropic:20-4). Fall detection adds roughly 34% to the monthly cost at the $44.95 rate.
Other reported fees: optional professional installation at $99 one-time [35]; CareCompass nurse access line at $15/month [35]; key lockbox at $2.95/month, free with annual plans [32]; optional protection plan (official:C1).
Contract terms are comparatively favorable. Lifeline states no long-term contracts and no cancellation fees [32]. Anthropic reported month-to-month plans with no cancellation fees, pro-rated refunds on annual plans canceled early, and a 15-day return window for unworn pendants with a possible $50 restocking fee (anthropic:13-2). Equipment remains Lifeline property unless stated otherwise in writing [36].
AARP members may receive 15% off monthly service plus free shipping and activation, per Lifeline's site (official:C1). One reviewer noted the discount was not offered on the company website, so eligibility should be verified at purchase (anthropic:1-1).
Best Suited For
Questions This Section Answers
- Who gets the most value from Lifeline On the Go for outdoor GPS location assistance?
Lifeline On the Go best suits active seniors who need a wearable SOS button and response-center assistance both indoors and outdoors [37]. It also fits caregivers who primarily need emergency alerts, device location during an incident, battery visibility, and basic multi-user monitoring [38].
It is a reasonable choice for users who prefer a dedicated medical-alert device over a general-purpose smartphone or smartwatch, and for AARP members who can verify the 15% discount (official:C1). Caregivers managing two at-risk seniors under one account also benefit from the app's multi-user support (anthropic:32-6).
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Lifeline On the Go for real-time GPS tracking?
Buyers who need documented continuous tracking, configurable geofences, route history, or frequent automatic location refreshes for wandering-risk management should look elsewhere (anthropic:46-1, anthropic:46-2, grok:3). The same applies to buyers in areas with unreliable cellular coverage, since On the Go requires adequate coverage to function [39].
Budget-conscious buyers should note the $15/month fall-detection add-on, described by one platform as the industry's highest (anthropic:20-4). Buyers who need transparent itemized pricing for fall detection, activation, equipment, or smartwatch service before checkout will also find the public record incomplete [39].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Lifeline On the Go for a caregiver who needs continuous live tracking?
- Is a dedicated GPS tracker cheaper than Lifeline On the Go for wandering prevention?
Choose a dedicated GPS tracker with explicit geofencing, continuous location intervals, route history, and wandering alerts when those functions are the primary requirement [41]. Kimi cited LandAirSea 54 at 3-second refresh rates with geofencing and one-year history (kimi:landairsea_54), Tracki at $9.95–$19.95/month with five-year history (kimi:tracki_2024), and Konnect GPS at $199 for the first year then $8.95/month (kimi:konnect_gps). Locate2u was cited for unlimited geofence zones with instant alerts (kimi:locate2u_geofence).
Choose a medical-alert provider that publishes refresh rates, geofence behavior, battery specifications, and itemized add-on pricing when procurement requires measurable tracking specifications [41]. Anthropic named Medical Guardian and Bay Alarm Medical as competitors offering continuous tracking and configurable geofencing, with lower fall-detection fees (anthropic:20-4, anthropic:46-1). Google named AngelSense for active geofencing and live location streams [42].
Consider a general-purpose cellular smartwatch or GPS senior tracker when the buyer needs broader location-sharing and daily activity features, provided emergency medical-alert response is also adequate [41].
For buyers comparing across the full field, the Real-Time GPS & Location Tracking consensus index ranks all finalists on the same criteria. Buyers who want to browse the wider medical alert systems category directory can compare adjacent use cases.
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Lifeline before signing up for On the Go?
Ask Lifeline: What is the normal and worst-case location refresh interval in the My Lifeline app when the device is moving [43]? Does the caregiver app show live location continuously, or only the latest snapshot, emergency location, or manually requested location [44]? Are geofences, safe zones, wandering alerts, and route history supported, and if not, is there another Lifeline product that provides them (anthropic:38-2)?
Also confirm: which cellular networks the specific device uses in the buyer's ZIP codes and whether Lifeline performs a coverage check before purchase [43]; the exact monthly price for On the Go plus fall detection including activation, programming, taxes, equipment, and annual-plan obligations (official:C1, anthropic:20-4); expected battery duration with frequent GPS use, weak signal, cold weather, or repeated emergency calls [43]; how caregivers are notified when the device loses service, has low battery, or has not reported a location [46]; the documented process and timing for SOS calls, fall alerts, failed voice contact, and dispatch [47]; whether GPS, cellular coverage, caregiver notifications, and battery alerts can be tested during a trial or return period (anthropic:13-2); and whether Lifeline recommends On the Go, On the Go Mini, or Smartwatch for a wandering-risk senior, and what tracking limits apply to each (anthropic:38-2).
Final AI Consensus Verdict
Lifeline On the Go is a mixed fit for Real-Time GPS & Location Tracking. Three of seven platforms named it during ranking discovery, at an average listed rank of 8.0 and a best rank of 6. Two platforms rated it a good fit, four rated it mixed, and one rated it uncertain.
Its defensible strengths are emergency-oriented: GPS-assisted locating, two-way voice, 24/7 response-center dispatch, caregiver app notifications, location checking, battery visibility, and up to four days of stated battery life [48]. Its defensible limitations are equally clear: no published GPS refresh interval, no documented U.S. geofencing, no confirmed continuous tracking, contested GPS accuracy in independent testing, and a $15/month fall-detection add-on (anthropic:31-19, anthropic:46-1, anthropic:20-4).
Buyers whose priority is emergency response with location-assisted dispatch will find a credible, established option. Buyers whose priority is proactive wandering management should verify capabilities in writing or consider a provider with documented continuous tracking and geofencing.
How This Review Was Produced
This review synthesizes seven platform fit-research responses collected for the Real-Time GPS & Location Tracking use case under the Best Medical Alert Systems With GPS Tracking topic. Platforms evaluated Lifeline On the Go against seven criteria: GPS accuracy, location refresh rate, geofencing options, caregiver app integration, cellular signal strength, emergency SOS button response, and battery life.
Ranking statistics reflect how many platforms named the entity during ranking discovery, not how many evaluated it. All seven platforms produced fit assessments; three named Lifeline On the Go in their rankings. Fit ratings were assigned by each platform independently.
No hands-on testing, customer interviews, or independent verification was performed for this review. All factual claims trace to the supplied platform citations, which are platform-reported evidence.
Methodology Limitations
Several limitations apply. Company-owned citations materially outnumber independent citations in the supplied evidence, so company claims should not be read as independently verified. Platform-reported research dates differ from the authoritative run date of 2026-09-26; deepseek's response is dated 2026-06-11, and platform-reported dates are provenance metadata that do not independently prove freshness.
One platform's official-site retrieval failed during research, and its findings rely on secondary sources or prior knowledge (kimi:web_retrieval_failed). Another platform ran without search enabled (deepseek). The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
Material conflicts remain unresolved: GPS accuracy claims versus independent test failures; four-day versus one-day battery reporting; $39.95 versus $44.95 versus $34.95–$44.95 monthly pricing; and whether the caregiver app shows continuous location or only on-demand snapshots. Missing research was not treated as disagreement, and no conflict was resolved by guessing.
Sources
Company-Owned Sources
- No Subscription OBD GPS Tracker for Fleet & Family: https://konnectgps.com/products/gps-tracker-no-monthly-fee
- LandAirSea 54 Real-Time GPS Tracker: https://landairsea.com/products/landairsea-54
- Tracki 2024 4G Model Mini Real time GPS Tracker: https://tracki.com/products/tracki-gps-tracker
- On the Go with Wandering | GPS Tracker for Seniors: https://victorialifeline.ca/products/on-the-go-with-wandering
- How Technology Can Ease the Caregiver Burden: https://www.connectamerica.com/how-technology-can-ease-the-caregiver-burden/
- Lifeline On the Go Product Announcement: https://www.facebook.com/LifelineMedicalAlertService/
- Medical Alert Technology Explained: How Help Gets to You Fast: https://www.lifeline.ca/en/blog/how-medical-alert-devices-work/
- On The Go with Wandering | GPS Tracker for Seniors | Lifeline: https://www.lifeline.ca/en/products/on-the-go-with-wandering/
- Medical Alert Systems for Seniors Who Wander or Get Disoriented | Lifeline Canada: https://www.lifeline.ca/en/resources/medical-alert-for-wandering/
- Lifeline Medical Alert Systems - On the Go and Smartwatch: https://www.lifeline.com/
- Lifeline Response Center: https://www.lifeline.com/about/response-center/
- Frequently Asked Questions (FAQs) - Lifeline: https://www.lifeline.com/buyers-guide/faq/
- Automatic Fall Detection - Medical Alert Systems - Lifeline: https://www.lifeline.com/medical-alert-systems/fall-detection/
- Lifeline Mobile App: https://www.lifeline.com/mobile-app/
- Lifeline Mobile Systems and Smartwatch Product Support: https://www.lifeline.com/on-the-go-support/
- Lifeline Pricing and Plans: https://www.lifeline.com/pricing/
- On the Go | Mobile Medical Alert for Seniors: https://www.lifeline.com/product/on-the-go/
- Medical Alert Smartwatch | Fall Detection & GPS - Lifeline: https://www.lifeline.com/product/smartwatch/
- My Lifeline Support: https://www.lifeline.com/support/my-lifeline/
- On the Go Technical Support | Lifeline: https://www.lifeline.com/support/on-the-go/
- Subscriber Terms and Conditions: https://www.lifeline.com/support/subscriber-terms-and-conditions/
- Wherever life goes, our support will be there: https://www.lifeline.com/wp-content/uploads/2022/05/LF_Digital_Core_Bro_8-5x11_LC.pdf
- Lifeline On-the-Go User Manual: https://www.lifeline.com/wp-content/uploads/2022/05/Lifeline-On-the-Go-User-Manual.pdf
- Lifeline Smartwatch Quick Start Guide: https://www.lifeline.com/wp-content/uploads/2024/06/Smartwatch-Quick-Start-Guide.pdf
- Real-Time GPS Tracking: https://www.locate2u.com/products/real-time-tracking/
- Official pricing and terms source: https://www.lifeline.com/terms-of-use/
Additional AI research evidence50 records
- AI research evidence record openai:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c3
- AI research evidence record openai:c2
- AI research evidence record perplexity:c2
- AI research evidence record google:1.3.8
- AI research evidence record openai:c1
- AI research evidence record openai:c7
- AI research evidence record openai:c4
- AI research evidence record perplexity:c3
- AI research evidence record google:2.3.4
- AI research evidence record openai:c4
- AI research evidence record perplexity:c3
- AI research evidence record openai:c2
- AI research evidence record google:1.1.3
- AI research evidence record google:2.4.1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c6
- AI research evidence record google:1.3.8
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record google:1.1.4
- AI research evidence record google:1.3.8
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record deepseek:c1
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c6
- AI research evidence record google:1.3.8
- AI research evidence record openai:c6
- AI research evidence record openai:c1
- AI research evidence record openai:c4
- AI research evidence record openai:c1
- AI research evidence record deepseek:c2
- AI research evidence record openai:c1
- AI research evidence record google:2.4.4
- AI research evidence record openai:c1
- AI research evidence record openai:c4
- AI research evidence record deepseek:c1
- AI research evidence record openai:c5
- AI research evidence record openai:c7
- AI research evidence record openai:c1
- AI research evidence record openai:c4
- AI research evidence record openai:c7
Independent Sources
- My Lifeline App Store Reviews: https://play.google.com/store/apps/details?id=com.philips.caregiverapp
- Lifeline Medical Alert System Review 2026 | U.S. News: https://realestate.usnews.com/home-services/medical-alert-system/lifeline
- Lifeline - Medical Alert Systems: https://top5-medicalalertsystems.com/reviews/lifeline/
- Locator devices for older people at risk of going missing: https://uwaterloo.ca/aging-innovation-research-program/locator-devices-older-people-risk-going-missing
- Expert Review: Best Mobile Medical Alert Systems: https://www.medicalalertbuyersguide.org/best-mobile-medical-alert-systems/
- Lifeline "On The Go" Mobile Medical Alert System Review: https://www.medicalalertbuyersguide.org/mobile-medical-alert-system/lifeline-on-the-go-mobile-medical-alert-system-review/
- Lifeline Medical Alert System Review 2026: https://www.ncoa.org/product-resources/medical-alert-systems/lifeline-review/
- Lifeline Medical Alert System Cost & Pricing in 2026: https://www.safehome.org/medical-alert-systems/philips-lifeline/
- Lifeline Medical Alert System Review | Hands-On Expert Insights: https://www.safewise.com/lifeline-medical-alert-review/
- Lifeline Medical Alert System Review | Hands-On Expert Insights | SafeWise: https://www.safewise.com/senior-safety/medical-alerts/lifeline/
- Lifeline Cost, Pricing, Packages & Plans in 2026: https://www.seniorliving.org/medical-alert-systems/philips-lifeline/
- Lifeline Medical Alert: Costs, Systems, and Plans in 2026: https://www.theseniorlist.com/medical-alert-systems/philips-lifeline/cost/
- Lifeline Medical Alert System Review 2026 | U.S. News: https://www.usnews.com/360-reviews/services/medical-alert-system/lifeline
Additional AI research evidence50 records
- AI research evidence record openai:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c3
- AI research evidence record openai:c2
- AI research evidence record perplexity:c2
- AI research evidence record google:1.3.8
- AI research evidence record openai:c1
- AI research evidence record openai:c7
- AI research evidence record openai:c4
- AI research evidence record perplexity:c3
- AI research evidence record google:2.3.4
- AI research evidence record openai:c4
- AI research evidence record perplexity:c3
- AI research evidence record openai:c2
- AI research evidence record google:1.1.3
- AI research evidence record google:2.4.1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c6
- AI research evidence record google:1.3.8
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record google:1.1.4
- AI research evidence record google:1.3.8
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record deepseek:c1
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record openai:c7
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c6
- AI research evidence record google:1.3.8
- AI research evidence record openai:c6
- AI research evidence record openai:c1
- AI research evidence record openai:c4
- AI research evidence record openai:c1
- AI research evidence record deepseek:c2
- AI research evidence record openai:c1
- AI research evidence record google:2.4.4
- AI research evidence record openai:c1
- AI research evidence record openai:c4
- AI research evidence record deepseek:c1
- AI research evidence record openai:c5
- AI research evidence record openai:c7
- AI research evidence record openai:c1
- AI research evidence record openai:c4
- 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
- September 26, 2026
- Platforms analyzed
- 7
- Source records
- 39
- Ranking mentions
- 3 of 7
- Platform share
- 43%
- Final consensus rank
- #7
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
13 independent · 26 company-owned
Evidence support
35 direct · 4 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 1ed336f537d91907b3da1dbda1ccd8f3f219fa89dc2e813a96c819a31f9987d4