Are aftermarket cabin air filters with activated carbon actually better at blocking wildfire smoke and city smog compared to the basic paper ones?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are aftermarket cabin air filters with activated carbon actually better at blocking wildfire smoke and city smog compared to the basic paper ones?
2 real searches · 1 real-search pass
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
automotive cabin air filter activated carbon wildfire smoke PM2.5 filtration study cabin filter efficiency Google ↗
EPA wildfire smoke PM2.5 activated carbon gas filtration particulate filters vehicle cabin air Google ↗
- The effect of portable air purifiers and cabin air filters on particulate matter and nitrogen oxides concentrations in vehicle cabins. · pubmed.ncbi.nlm.nih.gov
- The effect of portable air purifiers and cabin air filters on particulate matter and nitrogen oxides concentrations in vehicle cabins - Environmental Science: Processes & Impacts (RSC Publishing) · pubs.rsc.org
- Comparison of filtration performance of commercially available automotive cabin air filters against various airborne pollutants · sciencedirect.com
- Randomized Cross-Over Study of In-Vehicle Cabin Air Filtration, Air Pollution Exposure, and Acute Changes to Heart Rate Variability, Saliva Cortisol, and Cognitive Function · pmc.ncbi.nlm.nih.gov
- 02-15-04-0020: Real-Driving Measurement of Vehicle Interior Air Quality and Cabin Air Filtering Performance by Using Low-Cost Sensors · saemobilus.sae.org
- NIOSH Hazard Review: Wildland Fire Smoke Exposure Among Farmworkers and Other Outdoor Workers · cdc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
automotive cabin air filter activated carbon wildfire smoke PM2.5 filtration study cabin filter efficiency OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
EPA wildfire smoke PM2.5 activated carbon gas filtration particulate filters vehicle cabin air OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |