Can sleeping on my side with specific pillows stop snoring naturally just as effectively as undergoing laser surgery for a soft palate?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can sleeping on my side with specific pillows stop snoring naturally just as effectively as undergoing laser surgery for a soft palate?
2 real searches · 1 real-search pass
positional therapy side sleeping snoring evidence randomized trial guideline soft palate laser surgery snoring laser assisted uvulopalatoplasty evidenceGoogle ↗
OBSERVEDReason
American Academy Sleep Medicine snoring positional therapy surgery laser palate snoring obstructive sleep apnea patient guidanceGoogle ↗
OBSERVEDInstruction
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
positional therapy side sleeping snoring evidence randomized trial guideline soft palate laser surgery snoring laser assisted uvulopalatoplasty evidence Google ↗
American Academy Sleep Medicine snoring positional therapy surgery laser palate snoring obstructive sleep apnea patient guidance Google ↗
- Australasian Sleep Association position statement on consensus and evidence based treatment for primary snoring · pmc.ncbi.nlm.nih.gov
- Practice Parameters for the Use of Laser-Assisted Uvulopalatoplasty: An Update for 2000 · aasm.org
- The Diagnosis and Treatment of Snoring in Adults · pmc.ncbi.nlm.nih.gov
- [S1 guideline on the "diagnosis and treatment of snoring in adults"]. · pubmed.ncbi.nlm.nih.gov
- Snoring and Obstructive Sleep Apnea: What's the Difference? · heart.org
- Snoring - Diagnosis and treatment · mayoclinic.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
positional therapy side sleeping snoring evidence randomized trial guideline soft palate laser surgery snoring laser assisted uvulopalatoplasty evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Sleep Medicine snoring positional therapy surgery laser palate snoring obstructive sleep apnea patient guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |