How we research

Sources, in order

1. Manufacturer specifications, manuals and maintenance pages from the brand's own site, then the product listing, with the date we read it.
2. Manufacturer replacement-part schedules (filters, brushes, bags, pads), quoted with a link.
3. The U.S. Consumer Product Safety Commission recall database for battery and appliance recalls.

Spec-based reviews

We do not run robots through test courses or score pickup. A review explains the published navigation type, suction rating, bin and dock, mop system, height and runtime, what those mean for your floors and pets, and how the robot compares with alternatives on the same specs. If a spec is missing or conflicts across a listing, we say so rather than guess.

Prices and ratings

We do not print prices, star ratings or review counts: they change daily and Amazon only allows them to be shown live from its own systems. Check the current price on the product page.

Dates and corrections

Each guide shows when it was last updated. Specs change; tell us at hello@robotvacuumbuyersguide.com and we fix it. See the corrections policy.

Images

Photos are freely licensed and credited, or used with the brand's permission. When no suitable photo exists we may use an AI-generated illustration of a generic scene. Illustrations never show a specific brand's product and are never used as evidence of a product's quality.

Money

See the disclosure: Amazon affiliate links and, on some products, a brand bonus commission through Amazon Creator Connections.