Real ChatGPT answer · index seedyloCZQYgAbwcompleteRetail and ecommerce · mattresses and beddinginformational
Is there any real consensus on whether side sleepers need a soft mattress or a medium-firm mattress with pressure-relieving foam layers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is there any real consensus on whether side sleepers need a soft mattress or a medium-firm mattress with pressure-relieving foam layers?
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
side sleeping mattress firmness pressure relief medium firm soft systematic review sleep quality spinal alignment study Google ↗
clinical guidance mattress firmness side sleepers pressure points shoulder hip medium firm mattress evidence Google ↗
- Effect of different mattress designs on promoting sleep quality, pain reduction, and spinal alignment in adults with or without back pain; systematic review of controlled trials · pubmed.ncbi.nlm.nih.gov
- Effect of different mattress designs on promoting sleep quality, pain reduction, and spinal alignment in adults with or without back pain; systematic review of controlled trials · sciencedirect.com
- What type of mattress should be chosen to avoid back pain and improve sleep quality? Review of the literature · pubmed.ncbi.nlm.nih.gov
- What type of mattress should be chosen to avoid back pain and improve sleep quality? Review of the literature · pmc.ncbi.nlm.nih.gov
- Therapeutic Mattresses for Chronic Pain · ncbi.nlm.nih.gov
- Mattress impact on lifestyle and back pain: a 25-year orthopedic literature review guideline · pmc.ncbi.nlm.nih.gov
- RECOMMENDATIONS · isass.org
- Mattress Shopping · sleepfoundation.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
side sleeping mattress firmness pressure relief medium firm soft systematic review sleep quality spinal alignment study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
clinical guidance mattress firmness side sleepers pressure points shoulder hip medium firm mattress evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |