Real ChatGPT answer · index seedEgre9UhtnOIcompleteBeauty and personal care · oral careinformational
Does tongue scraping really help with chronic bad breath or is it just another useless beauty trend that doesn't actually work?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does tongue scraping really help with chronic bad breath or is it just another useless beauty trend that doesn't actually work?
1 real search · 1 real-search pass
tongue scraping tongue cleaning chronic halitosis evidence systematic review guideline oral malodorGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
tongue scraping tongue cleaning chronic halitosis evidence systematic review guideline oral malodor Google ↗
- Effectiveness of mechanical tongue cleaning on breath odour and tongue coating: a systematic review. · pubmed.ncbi.nlm.nih.gov
- A Cochrane systematic review finds tongue scrapers have short-term efficacy in controlling halitosis · pubmed.ncbi.nlm.nih.gov
- Interventions for managing halitosis · pmc.ncbi.nlm.nih.gov
- Interventions for managing halitosis - Kumbargere Nagraj, S - 2019 · doi.org
- Tongue Scrapers and Cleaners · mouthhealthy.org