Editorial Methodology: How We Form Recommendations
This page documents how recommendations on The Low-Maintenance Pool are formed. We publish it because the standard in this industry — vague “our experts tested” language with no test methodology — isn’t good enough.
The core statement
We do not hands-on test the products we cover. We don’t own a test pool, we don’t run products through standardized trials, and we won’t imply otherwise. Any product recommendation on this site is a research conclusion, not a test result.
What we do instead
- Published specifications. We start with manufacturer-published specs: coverage ratings, cycle times, battery runtimes, flow rates, filter capacities, dimensions, warranty terms. Specs are facts about what the manufacturer claims, not facts about performance — we treat them accordingly.
- Patterns in owner feedback. We read owner reviews and forum discussions in volume, looking for patterns rather than anecdotes: the failure mode that shows up fifty times is signal; the five-star review that says “works great!” is noise. We specifically look for longevity reports, customer-service experiences, and the gap between marketing claims and lived experience.
- Manufacturer claims, labeled as such. When we relay a manufacturer’s claim — a runtime figure, a coverage rating, a “smart” feature description — we attribute it. Unverified claims are presented with appropriate skepticism, especially battery runtimes (rated in ideal conditions) and coverage ratings (rated on rectangular pools).
- Domain fundamentals. Pump affinity laws, pool chemistry, plumbing order, electrical requirements — the physics and chemistry that don’t change by brand. This is where our most confident statements live, because they don’t depend on any manufacturer’s honesty.
- Installer and pricing data. Installed-cost ranges come from published installer pricing and service-industry data, presented as estimates and ranges, never as quotes.
What we never do
- Never fabricate testing. No “we ran it for 30 days,” no “in our backyard pool,” no lab-coat language.
- Never invent personal experience. No stories about our pool, our installer, or our summer.
- Never invent authors. The brand is the byline. There are no persona bios.
- Never invent data, quotes, or statistics. Every number is either a published spec (attributed), an estimate (labeled), or a worked example with stated assumptions.
- Never present affiliate relationships as editorial. Where affiliate programs exist, they’re disclosed per-page and in our affiliate disclosure. Rankings are formed before monetization is considered — and where a brand has no affiliate program (Maytronics, Pentair, Hayward), we say so and recommend them anyway when the research supports it.
Estimates and worked examples
Some of our most useful content is arithmetic: energy-savings math, salt-cell replacement economics, total-cost-of-ownership comparisons. These are built from typical specs and stated assumptions (utility rate, equipment draw, lifespan ranges). They’re labeled as estimates, and we show the assumptions so you can substitute your own numbers.
Corrections
We correct factual errors promptly. Significant corrections are noted on the affected page with the date. If you spot an error — a wrong spec, an outdated price, a discontinued product we missed — contact us and we’ll verify and fix it.
Updates
Pool equipment changes: products get discontinued (the original Dolphin Skimmi was discontinued in July 2026, and we updated our coverage), prices move, companies get acquired. We review guides periodically and update the “Published/Updated” date on each page when material changes are made.