What We Do

Deep Research, Not Quick Takes

Most product guides online are thin summaries of spec sheets, written to rank in search results rather than to genuinely help someone make a well-reasoned purchase decision. We do something different.

For each product category we cover, we build a structured scoring framework — a set of weighted criteria grounded in how the equipment actually functions. Every score is derived from manufacturer-disclosed, measurable specifications. Categories and their weightings are explicitly justified, not arbitrary. The result is a rating you can interrogate, not just accept.

We also write the editorial content that explains why the criteria matter — so you can understand the tradeoffs, not just read a number.

The goal: to be the resource we wish existed when we were researching these purchases.

How We Score

A Weighted, Criteria-Based Framework

Every product we evaluate is scored across a defined set of categories. Each category carries a specific percentage weight, with the weights ordered by what we consider most consequential to real-world home office use. A product’s final score — on a 0–10 scale — is the weighted sum of its category scores.

As an example, here’s how we score UPS (uninterruptible power supply) systems:

Category weights → 30% Power Protection 20% Power Quality 20% Usability 15% Battery & Longevity 10% Value 5% Physical Design
30%
Power Protection
Topology, transfer time, AVR. The primary function — weighted highest by design.
20%
Power Quality
Waveform type (pure vs. simulated sine), THD, output cleanliness for sensitive electronics.
20%
Usability & Features
Outlet count & spacing, USB charging, LCD display, software monitoring support.
15%
Battery & Longevity
Runtime at full load, hot-swap capability, expected battery life, total cost of ownership.
10%
Value
Price-to-performance measured as $/W of rated capacity.
5%
Physical Design
Form factor, footprint, audible noise, and home office ergonomics.

Each product category we cover has its own framework, built from scratch for that domain. Scoring criteria and weights differ between, say, a standing desk and a UPS — because what matters is fundamentally different.

How This Content Is Produced

AI-Assisted Research, Human-Defined Judgment

Our research process combines AI-assisted analysis with human editorial direction. We use AI tools to gather and structure manufacturer specifications, organize large product datasets, and draft explanatory content. The scoring frameworks themselves — the categories, the weights, and the reasoning behind them — are defined by a person, and the editorial judgment about what to recommend stays with a person, not the AI.

We’re specific about this because our value depends on it. The frameworks, the weighting decisions, and the editorial reasoning are the product. AI lets us apply them consistently across far more products than manual research would allow — it does not decide what’s worth recommending, and it isn’t given an author byline pretending to be a person.

What this means in practice: our ratings reflect measurable, published specifications processed through a transparent framework — not hands-on lab testing, and not a reviewer’s personal impressions. Where a specification can’t be verified from manufacturer documentation, we don’t score it. Where hands-on testing would genuinely change the picture, we say so.

In plain terms: the method is the value, and the method is open. You can see how every score is built — and disagree with it on the merits.

Our Principles

What We’re Trying to Be

  • Defensible over confidentWe’d rather show our work and invite scrutiny than publish scores that can’t be explained. Every weighting has a rationale.
  • Specific over comprehensiveWe don’t try to cover every product on the market. We cover the products that meet a baseline threshold of quality and transparency, and explain why others don’t.
  • Honest about what we don’t testWe work from manufacturer specifications, not physical lab measurements. Where that introduces limitations, we say so.
  • Affiliate-funded, not affiliate-distortedLinks to products sold on Amazon are affiliate links that support this site at no cost to you. When the best product in a category isn’t sold on Amazon, we recommend it anyway and link directly to the manufacturer, earning nothing. Affiliate relationships do not affect scores or recommendations — products we don’t recommend still appear in our tables.

Affiliate & Commercial Disclosure

How This Site Is Supported

Home Office Research is supported by Amazon affiliate commissions. When you click a link to a product sold on Amazon and make a purchase, we may earn a small commission at no additional cost to you. Products not sold on Amazon link directly to the manufacturer, with no commission to us.

This commercial relationship does not influence our scoring, rankings, or editorial conclusions. Products receive the score the framework produces — favorable or not. We include products we actively recommend against specifically because a fair comparison requires it.

We are not affiliated with, sponsored by, or paid by any manufacturer whose products appear on this site, including APC, CyberPower, Tripp Lite, Amazon Basics, or others.

In plain terms: we make money if you buy something, but we don’t shape our recommendations around what pays more. The goal is a site worth trusting — and that requires keeping those things separate.

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