Answer Capsule
Theora Care is a good fit for dementia and wandering risk management, according to the AI platform consensus. Four of seven platforms named Theora Care in the ranking stage (57% platform share), with an average listed rank of 3.25 and a best rank of 3. The strongest reason to consider it is its purpose-built dementia design: cellular GPS tracking, customizable Safe Zones/geofencing, a free multi-caregiver app (Theora Link Pro), hands-free two-way voice communication, and an optional locking clasp to prevent watch removal. The main limitation is the 18–24 hour battery life requiring daily charging, which creates a predictable coverage gap, plus the absence of professional 24/7 monitoring or automatic 911 dispatch. Fit ratings ranged from "strong" (Google, Grok) to "uncertain" (Perplexity), with most platforms rating it "good."
Research Snapshot
| Metric | Value |
|---|---|
| Platform mentions in ranking stage | 4 of 7 platforms (Google, Grok, Kimi, OpenAI) |
| Share of included platform responses | 57.1% |
| Average listed rank | 3.25 |
| Best listed rank | 3 |
| Relevant product/model/plan | Theora Connect GPS Smartwatch with Theora Link Pro caregiver app; optional Smart Fall Detection and locking clasp |
| Overall use-case fit | Good (2 strong, 3 good, 1 mixed, 1 uncertain) |
| Research date | 2026-08-10 |
Why Theora Care Qualified for This Study
Theora Care qualified because it is a GPS-enabled wearable system designed specifically for dementia and wandering risk, not a generic smartwatch adaptation. The relevant product is the Theora Connect GPS Smartwatch paired with the Theora Link Pro caregiver app, with optional Smart Fall Detection service and a locking clasp accessory [1]. The company states the device was co-designed with people living with dementia, family caregivers, and older adults [4]. Independent sources describe it as a smartwatch "designed to be used by older adults — especially those with mild cognitive impairment or dementia" [4]. The product addresses the core wandering-risk criteria: GPS precision, geofencing alerts, caregiver app quality, wearable comfort, emergency call escalation, battery life, waterproofing, and location refresh rate.
What the AI Platforms Agreed About
Strong agreement: Theora Connect is a purpose-built dementia wandering device with strong core tracking and communication features. All seven platforms that evaluated fit recognized the product's relevance to dementia wandering management. The strongest consensus areas:
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GPS tracking and geofencing (Safe Zones): Theora claims GPS accuracy within 15 feet [6]. Caregivers can create virtual Safe Zones ranging from 650 to 1,968 square feet, with alerts triggered when the wearer exits [8]. Theora Link Pro supports drag-and-drop zone creation [10].
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Caregiver app quality: Theora Link Pro is free and supports multiple caregivers, location/activity monitoring, approved contacts, wellness checks, and two-way communication [10]. It provides 30-day location history, multi-contact management, and spam blocking [12].
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Hands-free two-way voice (Quik Connect): Multiple platforms highlighted auto-answer calling as a standout feature. Caregivers can call the watch and it auto-answers, allowing direct communication without the wearer pressing any buttons [13]. This is critical for disoriented wearers.
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Locking clasp for removal prevention: The optional locking clasp allows only the caregiver to remove the watch, addressing agitation-driven removal in middle-stage dementia [16]. A programmable lockdown mode prevents wearers from changing settings [19].
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Daily charging requirement: All platforms that addressed battery life agreed the watch requires daily charging, with 18–24 hours typical [20].
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No professional monitoring or 911 calling: The watch does not call 911. SOS and fall alerts go to programmed caregiver contacts only [25].
Where the AI Platforms Disagreed or Were Uncertain
Mixed agreement: Platforms disagreed on the severity of the location refresh rate limitation and overall fit strength.
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Location refresh rate: Kimi rated this a "limitation," stating the standard refresh is every 15 minutes with Safe Zone alerts delayed until the next update cycle, and real-time 3-minute updates require manual activation [29]. Google similarly noted the 15-minute default refresh and delayed geofence notifications [30]. However, Anthropic and OpenAI did not identify the 15-minute refresh as a limitation, instead highlighting the 3-minute emergency "Live Location" mode [31]. OpenAI noted the refresh rate was "unclear" from public materials [33].
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Fit rating: Ratings ranged from "strong" (Google, Grok) to "good" (OpenAI, Anthropic, DeepSeek) to "mixed" (Kimi) to "uncertain" (Perplexity). Perplexity could not verify product details from its checked sources and rated the fit "uncertain" [34].
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Waterproofing: Anthropic and Kimi cited IP67 water resistance, suitable for showering but not submersion [35]. OpenAI stated waterproofing was not clearly verified in reviewed materials [33]. Google described it as "splash-proof but not completely waterproof" [37]. DeepSeek said the IP rating was not specified [38].
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Battery life variance: Google cited 24–30 hours with optimized settings [37], while most sources cited 18–24 hours. One independent test reported battery ran low after ~12 hours when the beacon was in use [39].
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Fall detection accuracy: Theora claims ">95% accurate false-positive rating" for Smart Fall Detection [40], but the company also states it is "not 100% accurate, and sometimes false falls will be detected" [42]. No independent verification of the accuracy claim exists.
Use-Case-Specific Features and Capabilities
GPS Precision
Theora claims location accuracy within 15 feet [44]. Independent testing found GPS "generally usable" but with occasional errors of several houses [46]. Another independent review confirmed GPS accuracy remained strong during motion and through low-signal zones [47]. The company states GPS is "extremely accurate when within cell service" [48].
Geofencing and Wandering Alerts
Safe Zones are customizable from 650 to 1,968 square feet [49]. Caregivers receive notifications when the wearer exits or enters designated areas [51]. However, Safe Zone exit alerts are subject to delay due to the 15-minute default refresh interval [52].
Caregiver App Quality
Theora Link Pro is free and provides location tracking, notifications for falls/wandering/activity/battery, history logging with anomaly charting, and multi-caregiver access [54]. It supports 30-day location history, multi-contact management, and spam blocking [56]. iOS devices receive Critical Alerts that override silent mode; Android users do not receive sound alerts on silent [55]. User reviews indicate ease of use but some report minor app bugs [57].
Wearable Comfort and Retention
The watch weighs 2 ounces, is lightweight and low-profile, with 18 watch faces (digital and analog) in various colors [58]. The optional locking clasp requires a special magnetic key tool to remove [53]. The watch is IP67 water-resistant, suitable for showering but not submersion [59].
Emergency Call Escalation
The SOS button calls the primary caregiver directly (not 911) after a 5-second hold [60]. Smart Fall Detection, if enabled, calls the programmed SOS number and notifies caregivers if the wearer does not respond [61]. There is no 24/7 professional monitoring center or automatic emergency services dispatch [63].
Battery Life
Battery lasts 18–24 hours, requiring daily charging of 1–2 hours [64]. Independent testing found battery performance "less than ideal," sometimes lasting under a full day during extended outings [66]. Google cited 24–30 hours with optimized settings [67].
Location Refresh Rate
Standard refresh is every 15 minutes to conserve battery [52]. Emergency "Live Location" mode updates every 3 minutes but requires manual activation [68]. The standard refresh rate was not clearly disclosed in some reviewed materials [70].
Fall Detection
Smart Fall Detection is an optional paid service that claims to recognize soft and hard falls, initiate a dialogue, and contact caregivers if there is no response [61]. The company claims ">95% accurate false-positive rating" [71] but acknowledges it is not 100% accurate [72].
Pricing, Fees, Contracts, and Ongoing Costs
Pricing confidence is low due to conflicting public information. The current Theora shop lists the Theora Connect Wearable at $297.97 [73], while an independent 2026 review lists $247.97 plus a separate activation fee [75]. Google's sources list the wearable at $297.97 to $367.91 depending on configuration [76].
| Cost Item | Reported Amount | Source |
|---|---|---|
| Theora Connect Wearable | $297.97 (current shop) or $247.97 (independent review) | [73], [75] |
| Monthly cellular service | ~$29.97/month | [77], [76] |
| Activation fee | $39.97 one-time | [77], [78] |
| Smart Fall Detection | $10/month or $120/year | [79] |
| Locking clasp | ~$34.98–$49.97 | [76], [77] |
| Door alarm | ~$29.97 | [77] |
| Deluxe Bundle (watch + clasp + door alarm) | $447.85 | [76] |
Contract terms: No long-term contract required; month-to-month service with cancellation anytime [77]. A 30-day money-back guarantee exists, but the activation fee ($39.97), first month subscription, and shipping are non-refundable [77]. Some resellers advertise "no activation fee" [77]. Theora is not Medicare-covered as of 2026 [77].
Conflict to verify: The current shop lists $297.97 for the wearable, while independent reviews cite $247.97 plus activation. The exact checkout total, required standard service plan, and whether Smart Fall Detection is included or optional in bundles should be confirmed before purchase [81].
Best Suited For
- Family caregivers managing community-dwelling seniors who may leave home or become disoriented [82]
- Multi-caregiver households that benefit from shared app access and coordinated response [84]
- Wearers who may try to remove the watch — the locking clasp is a rare, dementia-specific feature [86]
- Seniors who cannot press buttons to answer calls — auto-answer Quik Connect enables hands-free communication [88]
- Caregivers prioritizing fall detection and prevention alongside wandering management [90]
- Situations emphasizing wearer autonomy and non-clinical appearance over 24/7 monitoring [83]
Probably Not Best Suited For
- Seniors living alone without reliable caregiver check-ins, since there is no professional monitoring backup [92]
- Buyers requiring 24/7 professional monitoring or automatic 911 dispatch [93]
- Care recipients who refuse wrist wearables or routinely forget to charge devices [96]
- High-risk wanderers needing instantaneous geofence breach alerts — the 15-minute refresh creates delay [98]
- Buyers requiring multi-day battery life without daily charging [92]
- Those needing Medicare-covered or insurance-reimbursable devices [92]
- Situations requiring swimming or full submersion — IP67 is splash/shower resistant only [101]
When Another Option May Be Better
- Professional monitoring with 911 escalation: Choose Bay Alarm Medical or Medical Guardian when caregivers cannot reliably respond to SOS or fall alerts [102].
- Multi-day battery life: Consider Tranquil Watch (~7 days) or Jiobit (~30 days) when daily charging is unlikely to be completed consistently [102].
- Real-time continuous tracking: Consider AngelSense or Jiobit when sub-minute location updates are medically necessary [104].
- Non-wrist or concealed tracking: Choose a sole-insert or pocket tracker when the person routinely removes watches or becomes distressed by wearables [105].
- Medicare coverage: Look for Medicare-covered or insurance-reimbursable medical alert devices [102].
- Secured-care settings: Consider memory-care or secured-care facilities when wandering risk exceeds what a wearable and family response system can safely manage [105].
Questions to Verify Before Buying
- What is the complete current checkout cost, including wearable, standard service, activation, shipping, taxes, and any required annual commitment? [107]
- Is the standard service plan mandatory, and what cellular network (AT&T/T-Mobile) coverage limitations apply in your area? [109]
- What is the normal and minimum GPS location-refresh interval while the wearer is moving? [111]
- How quickly are Safe Zone exit alerts delivered, and what happens if the watch loses GPS, cellular service, or battery power? [111]
- What is the device's formal IP or waterproof rating, and may it be worn while bathing or swimming? [113]
- Does the locking clasp reliably prevent removal, and can it be opened quickly by caregivers or emergency personnel? [114]
- Who is called after an SOS or unconfirmed fall, in what order, and how many contacts can be programmed? [115]
- Can caregivers receive alerts through SMS, push notification, or phone call if the app is closed or the phone is offline? [117]
- What are the refund, cancellation, replacement, warranty, and lost-device policies? [118]
- Can you test GPS precision and geofence performance at home, in tall buildings, indoors, and in rural or wooded areas before the return period ends? [119]
Final AI Consensus Verdict
Theora Care is a good, but not unequivocally strong, fit for dementia and wandering risk management. The AI platform consensus (4 of 7 platforms named it in ranking; fit ratings of strong, good, mixed, and uncertain) supports this as a purpose-built device for family caregivers managing community-dwelling seniors at wandering risk. Its core strengths — cellular GPS, Safe Zones, multi-caregiver app access, hands-free two-way communication, and the locking clasp — directly address wandering concerns. The main decision risks are daily charging (18–24 hour battery), lack of professional monitoring or 911 dispatch, unclear current pricing, and the 15-minute standard location refresh rate that delays geofence alerts. It is best for an actively managed family-caregiver setup with reliable daily charging and responsive caregivers, not for seniors living alone or situations requiring automatic emergency response.
For a broader comparison of options in this category, see the Dementia & Wandering Risk Management consensus index. You can also browse all medical alert systems in our directory.
How This Review Was Produced
This review was produced by aggregating fit-research responses from seven AI platforms (OpenAI, Anthropic, DeepSeek, Grok, Perplexity, Kimi, and Google) that evaluated Theora Care against the use case of Dementia & Wandering Risk Management. Each platform assessed the entity against criteria including GPS precision, geofencing alerts, caregiver app quality, wearable comfort, emergency call escalation, battery life, waterproofing, and location refresh rate. Platform responses were compiled on 2026-08-10, with one platform (DeepSeek) reporting a research date of 2024-11-26. The ranking statistics reflect how often and how highly each platform named Theora Care during the discovery/ranking stage. All citations reference the source materials supplied by each platform, which include company-owned pages (theoracare.com) and independent sources (reviews, directories, government announcements, and journalism).
Methodology Limitations
- Platform-reported research dates differ: DeepSeek reported a research date of 2024-11-26, while the authoritative run date is 2026-08-10. Pricing and product details from DeepSeek may be stale.
- Platform mentions vs. evaluations: All seven platforms evaluated fit, but only four named Theora Care during ranking discovery. The 57% platform share reflects ranking-stage mentions, not evaluation participation.
- Conflicting pricing: The current Theora shop lists $297.97 for the wearable, while independent reviews cite $247.97 plus activation. The applicable current price is unclear.
- Unverified company claims: Theora's claims of 15-foot GPS accuracy and ">95% accurate" fall detection are company-reported and not independently verified.
- Missing specifications: Precise location-refresh intervals, waterproofing ratings, and connectivity-failure behavior were not consistently documented across sources.
- Supplied URLs not independently validated: The URLs in the Sources section were collected from platform responses and were not independently verified by this review.
- No personal testing: This review does not reflect hands-on testing, customer experience, or independent verification of performance claims.
Explore more medical alert systems guidance in the category directory.
Sources
Company-Owned Sources
- Search results provided for this assessment: https://theoracare.com/
- Theora Care FAQs: https://theoracare.com/faqs/
- Theora Connect Smartwatch for Families: https://theoracare.com/pages/theora-connect
- Theora Care Pricing: https://theoracare.com/pricing/
- Theora Care Shop: https://theoracare.com/product-category/
- Deluxe Bundle: Theora Connect Wearable + Smart Fall Detection: https://theoracare.com/product/deluxe-bundle-bundle-theora-connect-wearable-smart-fall-detection-copy/
- Theora Connect Wearable - Theora Care: https://theoracare.com/product/single-product-theora-connect-wearable-charger/
- Smart Fall Detection - 1 Full Year: https://theoracare.com/product/smart-fall-detection-1year/
- Theora Connect Wearable - Theora Care: https://theoracare.com/product/theora-connect-wearable/
- Smartwatch for Older Adults | Theora Care™: https://theoracare.com/theora-connect/
- Technology for Family Caregivers: https://theoracare.com/theora-for-family-caregivers/
- Theora Link Pro Smartphone App for Caregivers: https://theoracare.com/theora-link-pro/
- Wandering Safety Technology: https://theoracare.com/wandering-safety-technology/
- Wearable Device for Alzheimer's and Dementia Care: https://theoracare.com/wearable-device-for-alzheimers-and-dementia-care/
Additional AI research evidence120 records
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record openai:c7
- AI research evidence record anthropic:c7
- AI research evidence record kimi:c2
- AI research evidence record openai:c1
- AI research evidence record grok:c1
- AI research evidence record anthropic:c4
- AI research evidence record google:1.1.7
- AI research evidence record openai:c3
- AI research evidence record anthropic:c6
- AI research evidence record kimi:c3
- AI research evidence record anthropic:c19
- AI research evidence record anthropic:c20
- AI research evidence record google:1.1.8
- AI research evidence record openai:c7
- AI research evidence record anthropic:c17
- AI research evidence record google:2.1.3
- AI research evidence record anthropic:c18
- AI research evidence record openai:c2
- AI research evidence record anthropic:c11
- AI research evidence record google:1.1.2
- AI research evidence record grok:c2
- AI research evidence record kimi:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:c9
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record google:2.1.3
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c15
- AI research evidence record openai:c9
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:c14
- AI research evidence record kimi:c2
- AI research evidence record google:1.2.4
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c23
- AI research evidence record grok:c1
- AI research evidence record openai:c10
- AI research evidence record anthropic:c24
- AI research evidence record openai:c1
- AI research evidence record grok:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c4
- AI research evidence record google:1.1.7
- AI research evidence record openai:c4
- AI research evidence record kimi:c1
- AI research evidence record google:2.1.3
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c6
- AI research evidence record kimi:c3
- AI research evidence record deepseek:c2
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c14
- AI research evidence record anthropic:c9
- AI research evidence record openai:c6
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c1
- AI research evidence record openai:c5
- AI research evidence record anthropic:c11
- AI research evidence record anthropic:c12
- AI research evidence record google:1.2.4
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c15
- AI research evidence record openai:c9
- AI research evidence record anthropic:c23
- AI research evidence record openai:c10
- AI research evidence record openai:c11
- AI research evidence record kimi:c1
- AI research evidence record openai:c12
- AI research evidence record google:1.1.9
- AI research evidence record anthropic:c11
- AI research evidence record google:1.2.9
- AI research evidence record openai:c6
- AI research evidence record grok:c2
- AI research evidence record openai:c9
- AI research evidence record openai:c1
- AI research evidence record anthropic:c7
- AI research evidence record openai:c3
- AI research evidence record anthropic:c6
- AI research evidence record openai:c7
- AI research evidence record anthropic:c17
- AI research evidence record anthropic:c19
- AI research evidence record anthropic:c20
- AI research evidence record kimi:c2
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c11
- AI research evidence record openai:c5
- AI research evidence record anthropic:c9
- AI research evidence record deepseek:c1
- AI research evidence record openai:c7
- AI research evidence record google:1.1.2
- AI research evidence record kimi:c1
- AI research evidence record google:2.1.3
- AI research evidence record grok:c2
- AI research evidence record anthropic:c14
- AI research evidence record anthropic:c11
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record openai:c9
- AI research evidence record openai:c11
- AI research evidence record anthropic:c21
- AI research evidence record anthropic:c22
- AI research evidence record kimi:c1
- AI research evidence record google:2.1.3
- AI research evidence record anthropic:c14
- AI research evidence record openai:c7
- AI research evidence record openai:c5
- AI research evidence record anthropic:c10
- AI research evidence record openai:c3
- AI research evidence record anthropic:c11
- AI research evidence record openai:c1
- AI research evidence record openai:c2
Independent Sources
- 5 Best GPS Tracker Smartwatches for Elderly In 2026: https://gpstracker247.com/blogs/gps-trackers/best-gps-tracker-smartwatches-for-elderly
- L.A. County Launches New GPS Smartwatch to Protect Alzheimer's and Autism Communities: https://lacounty.gov/2025/10/15/l-a-county-launches-new-gps-smartwatch-to-protect-alzheimers-and-autism-communities/
- Theora Care GPS tracking system: https://projectlifesaver.org/locating-technology/theora/
- 8 Best Wearable Tracking Devices for Dementia Patients: https://seniorsite.org/resource/8-best-wearable-tracking-devices-for-dementia-patients-in-2025
- GPS Tracker Watch | Tracking Device for the Elderly | GPS Locator Watch for Alzheimer's w/ Locking Clasp Option | Fall Detection | No Contract or Activation Fee: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHLhTbgT-z62gxQJ7QPKGEuJeSlMNaZqwOUtkT1ks8f72UNuUuHC676vPEaePfDjO5A_ioyw0fcSklJ5baWYDUaCHrszi4i0cL_U4ag08uxVmXj6plAh5ww27qRX254DVBORCqhJ9N6gFkLTatgbDMWkwqy
- GPS Tracking Watch | Tracking Device for Seniors | GPS Locator Watch for Alzheimer's Wandering | Optional Locking Clasp Wrist Band + Quik Alert Sensors: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHrIGgPER9gm8dtfZtH5rr-KALoXDOaOeNl73iG525AAh5A2eUpSoC-T9Fi_XrNC7_lz7qq22iWR9b9cnH4A-BnNA4LuPjeWBU3ID9CptnEHrEIP5YVsx2bS34A9GvbztRA1lVL-wA15O1HiFXTTFVU_0LfdFs_VlU8wY09ulPb
- Theora Care GPS tracking system - Project Lifesaver International: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHSBNghaM9jB7HV4P6JEj0ITyPdmM-KckkeNLS0otf-b15Ww7slcpshhs4mhIn9LcIbqc38EPFkmSziSvW-BybgOEF8pw-ADYbW4wbOYby6rWAjDPj_zEngdUZV4V27HJRLLXLwKavRkHzZdHsbEA==
- Advanced wearable technology improves support for people with dementia and their caregivers: https://vitalrecord.tamu.edu/advanced-wearable-technology-improves-support-for-people-with-dementia-and-their-caregivers/
- Theora Connect GPS tracking smartwatch | Eugeria: https://www.eugeria.ca/en/products/theora-connect-montre-intelligente-avec-suivi-gps
- 4 Best GPS Trackers for Dementia Patients (2026 Review): https://www.safewise.com/best-gps-trackers-dementia-patients/
- 4 Best GPS Trackers for Dementia Patients: https://www.safewise.com/senior-safety/gps-trackers-dementia/
- Theora Care, Theora Connect Review: https://www.techenhancedlife.com/reviews/theora-care-theora-connect
- Theora Care Reviews on Trustpilot: https://www.trustpilot.com/review/theoracare.com
Additional AI research evidence120 records
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record openai:c7
- AI research evidence record anthropic:c7
- AI research evidence record kimi:c2
- AI research evidence record openai:c1
- AI research evidence record grok:c1
- AI research evidence record anthropic:c4
- AI research evidence record google:1.1.7
- AI research evidence record openai:c3
- AI research evidence record anthropic:c6
- AI research evidence record kimi:c3
- AI research evidence record anthropic:c19
- AI research evidence record anthropic:c20
- AI research evidence record google:1.1.8
- AI research evidence record openai:c7
- AI research evidence record anthropic:c17
- AI research evidence record google:2.1.3
- AI research evidence record anthropic:c18
- AI research evidence record openai:c2
- AI research evidence record anthropic:c11
- AI research evidence record google:1.1.2
- AI research evidence record grok:c2
- AI research evidence record kimi:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:c9
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record google:2.1.3
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c15
- AI research evidence record openai:c9
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:c14
- AI research evidence record kimi:c2
- AI research evidence record google:1.2.4
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c23
- AI research evidence record grok:c1
- AI research evidence record openai:c10
- AI research evidence record anthropic:c24
- AI research evidence record openai:c1
- AI research evidence record grok:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c4
- AI research evidence record google:1.1.7
- AI research evidence record openai:c4
- AI research evidence record kimi:c1
- AI research evidence record google:2.1.3
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c6
- AI research evidence record kimi:c3
- AI research evidence record deepseek:c2
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c14
- AI research evidence record anthropic:c9
- AI research evidence record openai:c6
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c1
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- AI research evidence record anthropic:c11
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- AI research evidence record google:1.2.4
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c15
- AI research evidence record openai:c9
- AI research evidence record anthropic:c23
- AI research evidence record openai:c10
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- AI research evidence record google:1.1.9
- AI research evidence record anthropic:c11
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- AI research evidence record openai:c6
- AI research evidence record grok:c2
- AI research evidence record openai:c9
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- AI research evidence record kimi:c2
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- AI research evidence record anthropic:c11
- AI research evidence record openai:c5
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- AI research evidence record google:1.1.2
- AI research evidence record kimi:c1
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- AI research evidence record grok:c2
- AI research evidence record anthropic:c14
- AI research evidence record anthropic:c11
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record openai:c9
- AI research evidence record openai:c11
- AI research evidence record anthropic:c21
- AI research evidence record anthropic:c22
- AI research evidence record kimi:c1
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- AI research evidence record anthropic:c14
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- AI research evidence record anthropic:c11
- AI research evidence record openai:c1
- AI research evidence record openai:c2
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- Study date
- Aug 10, 2026
- Platforms analyzed
- 7
- Source records
- 31
- Ranking mentions
- 4 of 7
- Platform share
- 57%
- Final consensus rank
- #2
Research trail and source mix
Platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
16 independent · 15 company-owned
Evidence support
26 direct · 5 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 263df106df59a63c5d44cdef5d101ef77ac93650c48d0365640b32af6385faf7
