Compare the sensor technology used in the Withings Sleep Tracking Mat against modern smartwatches for tracking heart rate variability overnight.
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The searches the AI actually ran for this prompt.
SEED QUERY
Compare the sensor technology used in the Withings Sleep Tracking Mat against modern smartwatches for tracking heart rate variability overnight.
3 real searches · 1 real-search pass
Withings Sleep Analyzer technology pneumatic sensor heart rate variability HRV officialGoogle ↗
OBSERVED
smartwatch overnight HRV PPG measurement RMSSD validation study wrist photoplethysmography sleepGoogle ↗
OBSERVED
Withings Sleep Analyzer HRV measurement validation ballistocardiography studyGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Withings Sleep Analyzer technology pneumatic sensor heart rate variability HRV official Google ↗
smartwatch overnight HRV PPG measurement RMSSD validation study wrist photoplethysmography sleep Google ↗
Withings Sleep Analyzer HRV measurement validation ballistocardiography study Google ↗
- A P P E N E E L A S THE TECH BEHIND Sleep Analyzer · support.withings.com
- Validation of the Withings Sleep Analyzer, an under-the-mattress device for the detection of moderate-severe sleep apnea syndrome · pmc.ncbi.nlm.nih.gov
- HRV Status · garmin.com
- A Validation of Six Wearable Devices for Estimating Sleep, Heart Rate and Heart Rate Variability in Healthy Adults · pmc.ncbi.nlm.nih.gov
- A Validation of Six Wearable Devices for Estimating Sleep, Heart Rate and Heart Rate Variability in Healthy Adults · pmc.ncbi.nlm.nih.gov
- Reliable Contactless Monitoring of Heart Rate, Breathing Rate, and Breathing Disturbance During Sleep in Aging: Digital Health Technology Evaluation Study · pubmed.ncbi.nlm.nih.gov
- Sleep (U.S.) - What is the Sleep Score? – Withings · support.withings.com
- SMART SLEEP TRACKING MAT AND SMART THERMOMETER · withingshealthsolutions.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Withings Sleep Analyzer technology pneumatic sensor heart rate variability HRV official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
smartwatch overnight HRV PPG measurement RMSSD validation study wrist photoplethysmography sleep OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Withings Sleep Analyzer HRV measurement validation ballistocardiography study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |