Answer Capsule
Zemplee Sense is a good fit for Non-Intrusive Ambient Safety Monitoring, with material purchasing uncertainty. Two of seven platforms named it during the ranking stage (anthropic, kimi), at an average listed rank of 4.0 and a best rank of 3. The strongest reason to consider it: a camera-free, wearable-free sensor kit covering motion, doors, and bed or chair occupancy, paired with routine-anomaly alerting [1]. The main limitation: no publicly disclosed pricing, contract, or cancellation terms, and no independent validation of detection accuracy [1]. Buyers should obtain a written quote and confirm direct availability before committing.
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 2 of 7 platforms (anthropic, kimi) |
| Share of included platform responses | 28.6% |
| Average listed rank | 4.0 |
| Best listed rank | 3 |
| Relevant product/model/plan | Zemplee Sense Ambient Activity Monitoring Kit with CareSuite software |
| Overall use-case fit | Good, with material purchasing uncertainty |
| Research date | 2026-09-27 |
Why Zemplee Sense Qualified for This Study
Questions This Section Answers
- Is Zemplee Sense a good choice for Non-Intrusive Ambient Safety Monitoring for a long-distance caregiver?
- How many AI platforms named Zemplee Sense in the ranking stage for camera-free senior monitoring?
Zemplee Sense qualified because it was named by at least two platforms during ranking discovery, the study's minimum threshold. Only anthropic and kimi named it in the ranking stage, at ranks 5 and 3 respectively, producing an average listed rank of 4.0 and a best rank of 3. Its final rank in the study was 7.
Qualification reflects topical relevance rather than proven performance. All seven included platforms evaluated Zemplee Sense for fit, and their ratings ranged from "strong" (google, grok) to "good" (openai, anthropic, perplexity, kimi) to "uncertain" (deepseek). That spread is itself a finding: the product matches the use case on paper, but the evidence base is thin enough that one platform could not support a confident rating.
The study's category criteria were sensor variety (motion, door, bed), AI routine anomaly detection, caregiver app design, privacy protection, and monthly subscription pricing. Zemplee Sense drew favorable platform findings on sensor variety, camera-free operation, and routine anomaly detection, and unfavorable or unclear findings on pricing transparency and caregiver app documentation [4].
This review is part of a broader Non-Intrusive Ambient Safety Monitoring consensus study covering multiple sensor-suite packages and software platforms.
The Product, Model, Plan, or Service Most Relevant to Non-Intrusive Ambient Safety Monitoring
Questions This Section Answers
- Which Zemplee Sense kit and software combination should a buyer choose for camera-free ambient monitoring?
- Is Zemplee CareSuite required for Zemplee Sense, or can a family buy the Sense kit alone?
The directly relevant configuration is the Zemplee Sense Ambient Activity Monitoring Kit, optionally paired with Zemplee CareSuite software. Platforms consistently identified this combination as the unit under evaluation [6].
Zemplee Sense is described as a kit containing ambient motion sensors, door or open-close sensors, and bed or chair occupancy sensors. It operates without cameras, microphones, or wearables, and uses passive sensing to build a picture of daily activity [6].
CareSuite is a broader software layer that Zemplee describes as combining Sense with Pulse, a separate remote-vitals product. For the narrow camera-free ambient-monitoring need, Sense is the directly relevant component; CareSuite may add cost or complexity unless vitals monitoring or provider workflows are also required [8].
One platform noted a CareSuite Flex option described as having no large upfront commitment, but that page does not establish pricing for a Sense-plus-CareSuite bundle [10]. Whether CareSuite is mandatory or optional for a family buyer is not clearly stated in the reviewed public materials, and platforms flagged this as an open question [11].
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree Zemplee Sense does well for non-intrusive ambient safety monitoring?
- Does Zemplee Sense work without cameras, microphones, or wearables?
Agreement was strong on three points, though it rests almost entirely on company-owned sources.
First, camera-free and wearable-free operation. Every platform that evaluated the product described it as operating without cameras, microphones, or wearables, using passive ambient sensors instead [12]. This is the single most consistent finding across platforms and the clearest match to the use case.
Second, sensor variety. Platforms agreed the kit includes motion detectors, door or open-close sensors, and bed or chair occupancy sensors [12]. One platform described the motion sensing as passive infrared (PIR) (google:source_zemplee_pir).
Third, routine-based anomaly detection. Platforms agreed Zemplee markets an "Attentive AI" capability that tracks daily routines such as movement, sleep, room presence, and bathroom usage, and flags deviations including missed routines, unusual sleep, reduced mobility, and prolonged inactivity [12].
Platforms also agreed that public pricing is not disclosed. Six of seven platforms reported low pricing confidence, and none located a published monthly price for the Sense kit or a Sense-plus-CareSuite bundle [12]. Agreement here reflects a shared gap in the public record, not a shared conclusion about value.
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Why did AI platforms disagree about how well Zemplee Sense fits non-intrusive ambient safety monitoring?
- Is Zemplee Sense sold directly to families or only through home care agencies?
Platform fit ratings diverged. Google and grok rated the fit "strong." OpenAI, anthropic, perplexity, and kimi rated it "good." Deepseek rated it "uncertain," citing thin publicly verifiable evidence for sensor composition, anomaly-detection performance, and subscription pricing [17]. This is a genuine disagreement about evidence sufficiency, not about the product's stated design.
Direct-to-consumer availability is unresolved. Zemplee states that pricing is based on care needs and that the solution is offered through home-care agency partners [18]. One platform found that families may access the system through HCBS, Medicaid waiver providers, home care and home health agencies, PACE programs, or directly through Zemplee [19]. Another found consumer options for families and Seniors with possible Medicare billing under certain chronic-condition paths (google:source_zemplee_caregivers). These accounts do not fully reconcile, and buyers should confirm the purchase channel directly.
Fall detection is ambiguous. Marketing pages reference "unexpected falls," but platforms could not establish whether the system detects a fall event or infers risk from inactivity and routine change [20]. One platform noted a company-cited study reporting fewer unwitnessed falls in a Zemplee cohort, but said sample size, methodology, and causality were not independently confirmed (anthropic:cit-10).
Caregiver app design is undocumented. Platforms agreed that real-time notifications to caregivers and families are described, but that app screens, notification channels, escalation rules, and alert-customization controls are not publicly documented [21].
Pricing figures conflict. One platform cited an older independent article reporting roughly $80 to $100 per month for non-clinical settings (google:source_business_insider, grok:14). That figure dates to 2022 and does not appear on Zemplee's current site. Treat it as historical and unverified for 2026.
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- What sensors and AI features does Zemplee Sense include for routine anomaly detection?
- Does Zemplee Sense provide real-time caregiver alerts when a senior's routine changes?
Sensor coverage. The kit is described as including ambient motion sensors, door or open-close sensors, and bed or chair occupancy sensors, with references to room-presence monitoring and appliance interaction [23]. One platform noted the kit does not include thermal, radar, or acoustic sensors (kimi:zemplee-sense-1).
Routine and anomaly detection. Zemplee claims its AI analyzes movement, sleep, room presence, mobility, bathroom usage, hydration-related activity, missed routines, and unusual patterns to generate alerts or insights [23]. One platform described a behavioral baseline established during the first month, after which anomalies are flagged (anthropic:cit-3). That acclimation period means the system is not suited to immediate high-alert deployment.
Privacy design. Camera-free and microphone-free operation is the product's clearest advantage for this use case. Zemplee's privacy policy states that health, wellness, and personal information is stored and processed in the United States using AWS infrastructure, while also describing collection and processing of personal, health, device, and usage data [26]. One platform reported the system is HIPAA compliant and does not share data with third parties (google:source_business_insider); another said HIPAA compliance was not explicitly mentioned in the materials it reviewed (kimi:zemplee-sense-1). This conflict is unresolved.
Connectivity. One platform reported an integrated 5G cellular connection, meaning the system does not rely on home Wi-Fi (google:source_business_insider). Other platforms could not confirm connectivity requirements or whether cellular backup exists (anthropic:cit-9, kimi:zemplee-sense-1). Verify this directly.
Installation. One platform reported zero setup effort for the senior, with a Zemplee affiliate team dispatched for installation (anthropic:cit-9). Another noted installation requires an affiliate team visit (grok:9). Whether self-installation is an option is unclear.
Safety scope. Sense is positioned as a monitoring and alerting system for changes in activity and routines. Company statements about helping prevent falls or hospitalizations are not equivalent to guaranteed detection, emergency response, or medical supervision [23]. No platform found evidence of integration with 911, medical alert services, or third-party dispatch.
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Zemplee Sense cost per month, and are there setup or cancellation fees?
- Is Zemplee Sense free for Medicare patients with a chronic condition?
Public pricing is not disclosed, and this is the study's most consistent finding. Zemplee states that pricing is based on care needs and that the solution is offered through home-care agency partners, with installation assistance possibly available [27].
| Cost element | Status in reviewed sources |
|---|---|
| Hardware and sensor kit | Not disclosed [28] |
| Monthly Sense subscription | Not disclosed [30] |
| CareSuite software | Not disclosed; bundle structure unclear [31] |
| Installation or onboarding | Described as no cost to the patient in one FAQ, region-dependent (anthropic:cit-9) |
| Additional-user or caregiver access | Not disclosed [28] |
| Connectivity, replacement, support | Not disclosed (kimi:zemplee-sense-1) |
| Contract length, cancellation, refund | Not found in reviewed public sources [28] |
Medicare pathway. One platform reported that seniors without Medicare can purchase directly for a small monthly payment, while Medicare patients with a chronic condition may be eligible for zero cost through billing (anthropic:cit-7). Another reported billing possible through Medicare under certain chronic-condition paths (google:source_zemplee_caregivers). The exact amount for self-pay buyers is not published.
Historical figure. An older independent article reported roughly $80 to $100 per month for non-clinical settings (google:source_business_insider, grok:14). This is 2022 data, predates the current site, and should not be treated as a current quote.
Terms of use. Zemplee's terms describe the service as provided on an "as is" and "without any warranty" basis, disclaim liability for indirect or consequential damages, and require any lawsuit to be filed within one year of the event causing loss (official:C2). Buyers should read these terms before signing.
Best Suited For
Questions This Section Answers
- Who gets the most value from Zemplee Sense for camera-free monitoring of an older adult living alone?
Zemplee Sense is best suited to camera-averse families monitoring an older adult living alone, and to caregivers who want passive monitoring rather than emergency buttons or wearable compliance [33].
It fits situations where routine changes, inactivity, unusual sleep, wandering, or mobility changes matter more than continuous video [33]. It also fits buyers willing to purchase through a provider or schedule a sales consultation, since pricing is quote-based [34].
Seniors with Medicare and a qualifying chronic condition may find a reimbursement pathway that reduces or eliminates cost (anthropic:cit-7, google:source_zemplee_caregivers). Buyers who need bed or chair presence detection specifically included in the base kit are also a match (kimi:zemplee-sense-1).
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Zemplee Sense for non-intrusive ambient safety monitoring?
Buyers needing a transparent self-service monthly price should look elsewhere, because no public price list exists [35].
Buyers requiring verified two-way voice communication, guaranteed emergency response, or clinical vital-sign monitoring are not served by Sense alone; those needs point to a medical alert service or a clinical remote-patient-monitoring platform [35].
Caregivers who need a mature consumer app with publicly documented alert controls and independent product reviews will find the public documentation insufficient [37].
Homes where installation, connectivity, or sensor placement cannot be reliably supported are a poor fit, since the system depends on sensor placement, power, connectivity, and caregiver follow-up [35]. Buyers who need visual confirmation of a specific event should also look elsewhere, because the system is intentionally camera-free [35].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Zemplee Sense for a buyer who needs published pricing before purchase?
- When should a buyer choose a camera-based or emergency-response system instead of Zemplee Sense?
Choose a more consumer-oriented alternative when transparent hardware and monthly pricing, online ordering, and publicly documented cancellation terms are decisive [40].
Choose a system with a dedicated emergency-response service when the buyer needs professional dispatch or a formal response center rather than caregiver notification [40].
Choose a clinical remote-patient-monitoring platform when continuous vital signs, clinician review, or reimbursement workflows are central [40].
Choose a camera-based or hybrid system only when visual verification is more important than camera-free privacy [40].
One platform named specific alternatives for buyers with different priorities: Alerta Home and IvedaCare for disclosed upfront pricing, Butlr Care for single-ceiling-sensor simplicity with a stated recall and latency commitment, nami for Wi-Fi sensing without physical sensor placement, and VirtuSense VSTAlert for HIPAA compliance with LiDAR fall detection (kimi:zemplee-sense-1). These comparisons are platform-reported and were not independently verified in this study.
Buyers who need month-to-month flexibility, a simple single-device deployment for rental housing, or immediate deployment without a baseline acclimation period should also consider other options (anthropic:cit-3, kimi:zemplee-sense-1).
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Zemplee before signing a contract for the Sense kit?
Ask for the complete upfront price for the Ambient Activity Monitoring Kit, including gateway, sensors, shipping, and installation [42].
Ask for the recurring monthly price for Sense-only monitoring and what the subscription includes, and whether CareSuite is required or optional [44].
Ask whether the product is available directly to an individual family in the United States or only through an agency or provider partner [46].
Ask which alert channels are supported: caregiver app, web dashboard, SMS, push, email, or phone [44].
Ask whether caregivers can customize alert thresholds, quiet hours, escalation contacts, and routine baselines [42].
Ask how false alarms, missed events, sensor outages, internet loss, and low battery conditions are reported [42].
Ask whether the system detects an actual fall or primarily infers risk from inactivity and routine changes [42].
Ask for documented detection accuracy, false-positive rate, alert latency, uptime, and any independent validation results [42].
Ask what data is collected from each sensor, how long it is retained, who can access it, and whether the buyer can export or delete it [49].
Ask about contract term, cancellation, refund, equipment-return, warranty, replacement, and support terms [42].
Ask what happens if the older adult does not respond to an alert, and whether Zemplee provides any emergency-response or dispatch service [42].
Ask whether the system requires home Wi-Fi, includes cellular backup, and what happens during a connectivity outage (google:source_business_insider, kimi:zemplee-sense-1).
Final AI Consensus Verdict
Zemplee Sense is a good fit for Non-Intrusive Ambient Safety Monitoring, with material purchasing uncertainty. It matches the core need unusually well: motion, door, and occupancy sensing with camera-free, wearable-free routine monitoring and anomaly alerting [51].
It should be shortlisted for privacy-sensitive long-distance caregiving. It should not be purchased without a written quote, confirmation of direct availability and caregiver-app workflows, and clarification of performance and response limitations [51].
The verdict rests on company-owned evidence. Independent validation of accuracy, false alerts, clinical outcomes, and caregiver satisfaction was not identified in the reviewed sources [51]. Platform agreement on the product's design does not establish that it performs as described.
How This Review Was Produced
This review evaluates Zemplee Sense only for Non-Intrusive Ambient Safety Monitoring. It is not a broad company review.
Seven AI platforms evaluated fit for this use case: openai, anthropic, deepseek, grok, perplexity, kimi, and google. Two platforms named Zemplee Sense during ranking discovery, which met the study's minimum-mention threshold of two. All seven then produced fit assessments, strengths, limitations, pricing findings, and verification questions.
Fit ratings were: strong (google, grok), good (openai, anthropic, perplexity, kimi), and uncertain (deepseek). The study date is 2026-09-27.
Methodology Limitations
Platform-reported research dates differ from the authoritative run date. Deepseek reported a research date of 2026-06-11; all other platforms reported 2026-09-27. Platform-reported dates are provenance metadata and do not independently prove freshness.
Platform mentions count only platforms that named the entity during ranking discovery, not all platforms that evaluated fit. Two of seven platforms named Zemplee Sense in the ranking stage.
Company-owned citations materially outnumber independent citations in the supplied evidence. Company claims are not independently verified and should not be described as such.
The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Citations are platform-reported evidence, not independently verified facts.
Deepseek ran without search enabled, so its findings rest on model knowledge rather than retrieved sources. Its "uncertain" rating should be read with that in mind.
No platform reported personal testing, hands-on use, or customer experience. No medical benefit, guaranteed performance, or independent verification is claimed in this review.
Explore more senior technology guidance in the category directory.
Sources
Company-Owned Sources
- How Zemplee Works: https://help.zemplee.com/
- Technology - Zemplee: https://wp.zemplee.com/technology-2-2/
- Ensure Safety & Independence | Monitor Elderly Parents: https://zemplee.com/2025/03/02/ensuring-safety-independence-monitoring-elderly-parents/
- PIR vs. mmWave, Radar, Lidar & Capacitive Sensors for Senior Care: https://zemplee.com/blog/motion-occupancy-sensing-senior-care
- Zemplee for Home Care Agencies: https://zemplee.com/for-home-care-agencies
- Zemplee for Seniors & Family Caregivers: https://zemplee.com/for-seniors-and-family-caregivers
- HCBS Technology for Aging in Place: https://zemplee.com/hcbs
- Home Care & Home Health Technology | Zemplee: https://zemplee.com/home-care
- Senior Living & Long-Term Care - Zemplee: https://zemplee.com/long-term-care
- Privacy: https://zemplee.com/privacy
- Zemplee CareSuite: https://zemplee.com/products/caresuite
- Zemplee CareSuite Flex: https://zemplee.com/products/caresuite-flex
- Zemplee Sense: https://zemplee.com/products/sense
- For Seniors & Family Caregivers - Zemplee: https://zemplee.com/solutions/family-caregivers
- PACE Program Technology for Aging in Place: https://zemplee.com/solutions/pace-programs
- Official pricing and terms source: https://zemplee.com/terms-and-conditions
Additional AI research evidence54 records
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c3
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c6
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c1
- AI research evidence record openai:c5
- AI research evidence record perplexity:c4
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c15
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c6
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c3
- AI research evidence record openai:c1
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c15
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record deepseek:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c3
- AI research evidence record openai:c5
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c15
- AI research evidence record openai:c4
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
Independent Sources
- Activity as the Sixth Vital Sign - Gravity Healthcare Consulting: https://gravityhealthcareconsulting.com/wp-content/uploads/2025/12/Zemplee-Gravity-Whitepaper-12-2025.pdf
- Zemplee Uses 5G and AI to Monitor Elderly People in Their Home: https://www.businessinsider.com/zemplee-monitors-elderly-people-well-being-from-their-home-5g-2022-11
- Zemplee Uses 5G and AI to Monitor Elderly People in Their Home: https://www.businessinsider.com/zemplee-uses-5g-and-ai-to-monitor-elderly-people-in-their-home-2022-11
- Zemplee — Company Profile | The Company Check: https://www.thecompanycheck.com/company/b/zemplee/7bemzje0t1scgwga7
Additional AI research evidence54 records
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c3
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c6
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c1
- AI research evidence record openai:c5
- AI research evidence record perplexity:c4
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c15
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c6
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c3
- AI research evidence record openai:c1
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c15
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record deepseek:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c3
- AI research evidence record openai:c5
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c15
- AI research evidence record openai:c4
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
Other Sources
- Zemplee Reviews and Pricing 2025 | F6S: https://www.f6s.com/software/zemplee
Additional AI research evidence54 records
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c3
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c6
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c1
- AI research evidence record openai:c5
- AI research evidence record perplexity:c4
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c15
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c6
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c3
- AI research evidence record openai:c1
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c15
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record deepseek:c1
- AI research evidence record openai:c2
- AI research evidence record perplexity:c3
- AI research evidence record openai:c5
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c15
- AI research evidence record openai:c4
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record deepseek:c1
- AI research evidence record deepseek:c2
Verify This Research
Review the study details behind this page or download the public machine-readable verification record.
- Study date
- September 27, 2026
- Platforms analyzed
- 7
- Source records
- 23
- Ranking mentions
- 2 of 7
- Platform share
- 29%
- Final consensus rank
- #7
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
5 independent · 17 company-owned · 1 unclear
Evidence support
15 direct · 7 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 e35512aa755bb6f7f84557557fd7bc539810872964ca3934c21810381356d83b