Profile / The lab
About the lab: one small niche, taken seriously
Research updated November 10, 2026 / Clean Litter Lab notes
Clean Litter Lab is a deliberately small publication. It covers automatic self-cleaning litter boxes - one product category - and it intends to stay that way. No expansion into cat food, furniture, toys or general pet advice is planned, because depth in one cabinet beats shallow coverage of a warehouse.
The site is written and maintained by the Clean Litter Lab research desk, the same small team behind a family of single-topic research publications. The byline is a desk, not a personality, because the work is record-keeping: catalog pulls, manual reading and owner-report analysis, repeated carefully.
Why so small
Broad review sites rank everything and verify little. The failure mode is visible across this category: roundups still recommending discontinued boxes, spec tables copied from other roundups, and star ratings nobody can trace. A small site can afford the slow work: one catalog, thirteen verified products, every image looked at by a person, every claim tied to a document.
Small also means honest about money. This site earns Amazon commissions through its product links. A niche this size will never be a fortune, and that is fine: the model works precisely because the running costs of honesty are low when the catalog is thirteen products instead of thirteen hundred.
Standing rules of the lab
- Amazon-only catalog, verified through the Creators API before anything is written
- No sponsored placements, no paid rankings, no free-unit coverage deals
- No invented testing, ratings or owner statistics
- A published safety standard that can remove a product from the picks
- Dates on every page, corrections in the open
- One niche. When a topic leaves automatic litter boxes, it leaves the site plan too
Contact
Corrections, manufacturer documentation updates and reader fault reports are welcome on the contact page. Reader reports genuinely feed the owner sections: a fault that repeats across enough inboxes becomes a theme we go and verify in public owner discourse before it is published.
The cabinet, in miniature
Spotted something out of date? The lab corrects the record in the open - see the contact and corrections page.