When shoppers ask AI what to buy, is your brand in the answer?
Every day, see which brands AI recommends for each shopper question, and which review sites shape those answers.
ChatGPT
Real answerOct 8, 2026
What is the best mattress?
Saatva named in
10 of 30 answers
ChatGPT6 of 10
AI Mode2 of 10
Gemini2 of 10See which shoppers AI sends elsewhere.
Every app sends shoppers who want a firm mattress to Saatva. For side sleepers, cooling, or a lower price, no app names Saatva at all.
All 3 apps1 of 10 questions
- What is the best firm mattress?
1 or 2 apps6 of 10 questions
- What is the best mattress?
- What is the best mattress for back pain?
- What is the best memory foam mattress?
- What is the best mattress for heavy people?
- What is the best mattress in a box?
- What is the best hybrid mattress?
No app3 of 10 questions
- What is the best mattress for side sleepers?
- What is the best affordable mattress?
- What is the best cooling mattress?
Earn the reviews AI trusts.
Sleep Foundation alone is cited in 16 of 30 mattress answers. Each cited review site is a review to earn or a list to join.
| Site AI cited | Share of answers | Answers | This week’s recommendation |
|---|---|---|---|
 sleepfoundation.org | 16 of 30 | Get tested by Sleep FoundationSend a review unit and your firmness and materials data. | |
 mattressnerd.com | 7 of 30 | Send a sample to Mattress NerdAsk them to test it for side sleepers. | |
 ncoa.org | 7 of 30 | Pitch NCOA’s guide for older sleepersShare your support and firmness data for back pain. | |
 naplab.com | 5 of 30 | Get a lab review from NapLabShare your cooling and pressure-relief claims. | |
 youtube.com | 5 of 30 | Send a unit to a YouTube reviewerPick reviewers who test for side sleepers. | |
 rtings.com | 4 of 30 | Send a sample to RTINGSAsk for lab tests on cooling and edge support. |