Looking for expert advice on whether charcoal whitening powders are safe for daily use or if they cause long term gum damage.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for expert advice on whether charcoal whitening powders are safe for daily use or if they cause long term gum damage.
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
activated charcoal toothpaste dental safety abrasion gum damage American Dental Association evidence Google ↗
systematic review charcoal toothpastes whitening abrasivity enamel clinical evidence Google ↗
- Is the whitening effect of charcoal-based dentifrices related to their abrasive potential or the ability of charcoal to adsorb dyes? · pubmed.ncbi.nlm.nih.gov
- Effectiveness and abrasiveness of activated charcoal as a whitening agent: A systematic review of in vitro studies. · pubmed.ncbi.nlm.nih.gov
- Whitening · ada.org
- Natural Teeth Whitening · mouthhealthy.org
- Toothpastes · ada.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
activated charcoal toothpaste dental safety abrasion gum damage American Dental Association evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
systematic review charcoal toothpastes whitening abrasivity enamel clinical evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |