Verify
Specs, prices, affiliate paths, and availability are checked against primary or retailer sources and stored with last_verified dates.
Trust
Spec-verified now. Hands-on testing as the database matures.
MowScout starts with primary manufacturer and retailer sources, tracks verification dates, and clearly separates data-driven guidance from future owned testing.
Score
The score is computed from structured fields rather than hand-written verdicts, so refreshes affect rankings consistently.
Test
Hands-on testing will add measured setup friction, slope performance, cut quality, app reliability, and photo/video evidence.
Verification workflow
How a mower gets into the database
01
Source
Start with manufacturer manuals/spec pages, retailer listings, support docs, and reputable third-party reviews where available.
02
Normalize
Convert acreage, slope, drive, navigation, cut height, zones, warranty, connectivity, and price into comparable structured fields.
03
Score
Run the same MowScout Score weights across every model, then let hard yard filters remove bad fits before any recommendation appears.
04
Disclose
Label spec-verified guidance separately from hands-on testing and keep affiliate disclosure close to commercial links.
05
Refresh
Recheck prices, availability, image status, and new model releases as the category changes.
What spec-verified means
Spec-verified means the recommendation is built from sourced claims and normalized data, not from a unit we personally ran in a yard. It is still useful because robot mower failure is usually predictable from acreage, slope, navigation, cut height, and layout constraints. It is not the same as measured hands-on performance, and we do not blur that line.
What hands-on testing will add
Owned testing will add install time, mapping friction, slope confidence, edge strip measurement, wet-grass behavior, docking reliability, app stability, noise checks, cut quality photos, and rescue-count logs. When that evidence exists, the page will say exactly what was tested and when.