Database / Methodology
Methodology
Everything on RobotMatchup is built from manufacturer-published data. This page explains exactly what that means, what we do when data is missing, how prices are tracked, and how the ordering in buying guides is produced.
Where specification data comes from
One source type only: the manufacturer. Product pages, downloadable spec sheets, manuals and official support documentation. Where a manufacturer states a figure in more than one place and the values disagree, we use the product page as the current claim and note the conflict where it matters.
We do not use retailer listings, marketplace bullet points, press aggregators or other comparison sites. Those chains introduce transcription errors that cannot be verified, and a wrong number presented confidently is worse than no number.
What "Not published" means
It means we looked and the manufacturer does not state that figure — not that the figure is unknown to the world, and not that we ran out of time. Every attribute in a category grid is checked against the model's own manufacturer sources before it is left blank.
We never estimate, interpolate from a sibling model, convert an unrelated unit, or fill a gap with a category average. In comparison tables, an attribute no manufacturer publishes for any of the selected robots is labelled as published by none, so you can see the gap is the market's and not ours.
How price tracking works
Prices are manufacturer list prices, read from the manufacturer's own product page — from that page's structured product data where possible, with strict matching so an accessory or bundle price cannot be mistaken for the model's price. We show the current list price and, when that price has changed since tracking began, the date of the last change.
Checks run once a week, sequentially and slowly, with a capped number of pages per run. When a page cannot be fetched, or no price can be read confidently, we record the failed check with no price attached rather than re-stamping an old figure as freshly confirmed. A product page that returns a 404 flags the model for human review; it does not automatically flip availability to Discontinued.
The limits are worth stating plainly: this tracks list price, not the price you will pay. Retailer and marketplace pricing, sales, bundles and regional pricing are not tracked. Only models where we have a manufacturer product URL can be tracked at all. We do not show price charts; each product displays its current list price, and when that price has moved we show the change alongside the date it changed.
How we rank
Each guide declares the manufacturer-published metrics it ranks on — for example drawer capacity, supported cat weight, cleaning coverage, runtime, warranty length or price. Every qualifying model is scored on those metrics only, normalised across the candidate set, and ordered by the result. Models that do not publish the metrics a guide ranks on are placed last rather than being given an assumed value.
A model qualifies only if it is currently sold in the US market for that category and has enough published specifications to be compared at all. Nothing is paid, sponsored, or promoted. Commission relationships play no part in scoring or order.
Some guides are educational buying checklists rather than rankings; those say so at the top and do not order models.
How often data is refreshed
Manufacturer sources are checked when a model is added and whenever its record is updated — for example when a maker revises a spec sheet or a reader sends a source. List prices are re-checked on a recurring weekly schedule from manufacturer product pages, and when a list price moves we show the date it last changed. There is no lab or testing cadence, because there is no lab.
Affiliate links and money
Some outbound links earn a commission on qualifying purchases. That never affects which models are listed, how guides are ordered, or which figures are shown. Read the full affiliate disclosure for details.
Limitations
- No hands-on testing: we have not used, owned or measured any product listed.
- List price is not street price: we track the manufacturer's list price, not what retailers charge on a given day.
- Manufacturer silence stays visible: a figure the maker does not publish reads Not published, which limits what any comparison or ranking can say.
- Retailer and marketplace prices, sales and bundles are not tracked.
- Maker claims are claims: published figures are reported as stated and not independently verified.
No hands-on testing
RobotMatchup has not physically tested any product listed here, and no position in any list reflects hands-on use. There is no lab, no test protocol and no reviewer verdict on this site. What you get instead is the manufacturers' own claims, arranged so they can be compared honestly and so the silences are visible.
Corrections and updates
Data is revised whenever a manufacturer updates a published figure, and when readers send a source that contradicts ours. Corrections are made against the manufacturer source, not against opinion. Use the contact form and include the URL.
