Editorial policy

Independence

• No paid placement. No brand can buy a position on a list here. Not for money, not for a better commission rate, not for access.
• No brand approval. No manufacturer or retailer sees a page before it publishes, and none has ever been given the opportunity to request a change.
• No free products.Nothing on this site was sent to us, and we don't accept review samples.
• No relationship we don't disclose. If that ever changes — if we take a sample, or join a program that changes what we earn — it goes on the disclosure page and on the affected page, before it affects a word of the copy.

How picks are chosen

We start from the question a reader is actually asking — not from the product catalogue. Then we shortlist against what manufacturers commit to in public (construction, materials, trial length, warranty terms), apply the material physics, and cite other publishers' lab testing where it's relevant and attributed to them.

Every pick carries a "skip this one if" block naming who should buy something else. A page where every product is right for everybody is a page that has stopped being useful. The full method is here, including the things we refuse to claim.

When picks change

A pick changes when the evidence changes, not on a marketing calendar:

• The product is discontinued or has been out of stock for a sustained period.
• The manufacturer reformulates it — same name, different bed. This happens more often than the industry admits, and it's why an old forum thread about a model can be actively misleading.
• The brand materially weakens its trial or warranty terms, which is a genuine downgrade even when the product is unchanged.
• Something better arrives at a comparable price.

We do not rotate picks to look active, and we don't bump the "last updated" date without a real change. A date on this site means something was actually revised.

Update cadence

• Prices: live, refreshed daily, and hidden entirely once the data is more than 48 hours old.
• Year-stamped roundups: reviewed quarterly and every January.
• All roundups: reviewed quarterly — picks go out of stock and new models land.
• Comparisons: twice yearly, or when a lineup refreshes.
• Reference guides:annually. They're evergreen by design.
• Trust pages:immediately, on any change to our method or how we're funded.

Corrections

We will get things wrong. Specs get misread, manufacturers change products quietly, and sometimes a sentence just overstates its case. When that happens:

• Report it to info@lightsoutbedding.com. Anyone can — reader, competitor, or the brand we got wrong.
• Factual errors are fixed within 48 hours of us accepting the report.
• Corrections are visible, not silent. If a fix changes the substance of a recommendation, the page says what changed and when. Quietly editing a mistake out of existence is how a site becomes untrustworthy while looking perfect.

Sources and citation

• Specs are attributed to the manufacturer or retailer listing they came from.
• Third-party testing is attributed to the third party, by name, with a link.If Sleep Foundation's lab measured something, we say Sleep Foundation measured it. Restating another publisher's finding as our own would imply we ran the test.
• Where a fact can't be sourced, we say it isn't stated rather than filling the gap.
• Every page carries a visible "last updated" date.

What we don't publish

• Medical content.No sleep disorders, no supplements, no treatment advice. Sites that do this properly retain doctors to review the copy; we don't have one, so we stay out of it rather than improvise. Where we discuss back or neck pain, we are discussing mattress support and pillow height — nothing more.
• Scores. No numbers out of ten. We measured nothing.
• Testimonials. This site is new and has no reviews. An empty space is correct; an invented quote is disqualifying.
• Fabricated authority.No invented credentials, no fake advisory board, no "as seen in" logos we haven't earned.

AI and how these pages are made

Research and drafting here use AI tooling. Every factual claim is checked against a real source — product data comes from live retailer APIs, not from a model's memory — and a human is accountable for what publishes. We mention it because a site that asks you to trust its method should describe the method accurately.