Real ChatGPT answer · index seedMYa9FjumyikcompleteBeauty and personal care · salons and spascommercial
Which professional teeth whitening systems used in cosmetic dental offices offer the best longevity and least sensitivity for someone with receding gums?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which professional teeth whitening systems used in cosmetic dental offices offer the best longevity and least sensitivity for someone with receding gums?
2 real searches · 1 real-search pass
professional dental teeth whitening systems carbamide peroxide hydrogen peroxide sensitivity gum recession exposed root surfaces evidence ADAGoogle ↗
OBSERVEDReason
systematic review in-office versus at-home bleaching tooth sensitivity longevity carbamide peroxide hydrogen peroxide desensitizing agentsGoogle ↗
OBSERVEDComparison
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). 1 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
professional dental teeth whitening systems carbamide peroxide hydrogen peroxide sensitivity gum recession exposed root surfaces evidence ADA Google ↗
systematic review in-office versus at-home bleaching tooth sensitivity longevity carbamide peroxide hydrogen peroxide desensitizing agents Google ↗
- At-home vs In-office Bleaching: An Updated Systematic Review and Meta-analysis · pubmed.ncbi.nlm.nih.gov
- Comparison of in-office and at-home bleaching techniques: An umbrella review of efficacy and post-operative sensitivity · pmc.ncbi.nlm.nih.gov
- Whitening · ada.org
- In-office tooth bleaching protocols: an umbrella review of systematic reviews and meta-analyses on whitening efficacy and tooth sensitivity · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
professional dental teeth whitening systems carbamide peroxide hydrogen peroxide sensitivity gum recession exposed root surfaces evidence ADA OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
systematic review in-office versus at-home bleaching tooth sensitivity longevity carbamide peroxide hydrogen peroxide desensitizing agents OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |