Is laser gum contouring better and less painful than traditional surgical methods for teenagers needing a gummy smile correction?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is laser gum contouring better and less painful than traditional surgical methods for teenagers needing a gummy smile correction?
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). 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
laser gingivectomy versus scalpel gingivectomy pain healing evidence systematic review adolescents gummy smile treatment growth periodontal Google ↗
AAPD gummy smile adolescent gingival contouring laser crown lengthening eruption growth recommendations Google ↗
- AAPD Reference Manual • 2025-2026 • Periodontal Conditions in Pediatric Dental Patients · digitaleditions.walsworth.com
- BEST PRACTICES: PERIODONTAL CONDITIONS · aapd.org
- AAPD Reference Manual • 2025-2026 • Use of Lasers for Pediatric Dental Patients · digitaleditions.walsworth.com
- Gingivectomy with Diode Laser Versus the Conventional Scalpel Surgery and Nonsurgical Periodontal Therapy in Treatment of Orthodontic Treatment-Induced Gingival Enlargement: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Clinical parameters in soft tissue adjunctive periodontal procedures for orthodontic patients: surgical laser vs scalpel -: A systematic review · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
laser gingivectomy versus scalpel gingivectomy pain healing evidence systematic review adolescents gummy smile treatment growth periodontal OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AAPD gummy smile adolescent gingival contouring laser crown lengthening eruption growth recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |