Most sites that publish buying guides don’t tell you how they decide what to recommend. We think that’s a problem. If you can’t see the process, you can’t judge whether the conclusion is trustworthy.
This page explains exactly how we work — including what we do, what we don’t do, and why we made those choices.
We Don’t Run a Testing Lab. Here’s What We Do Instead.
We don’t buy and physically test every product we recommend. We’re going to say that upfront because sites that imply otherwise without being clear about it are misleading you.
What we do instead is more systematic than most hands-on reviewers, and in some ways more honest.
Physical testing by a single reviewer captures one person’s experience, in one environment, over a short period. That’s useful but limited. A reviewer who tests a speaker for two weeks in a quiet apartment doesn’t know how it holds up after eight months of daily use, how it performs in a smaller room, or what breaks first.
We use a different source of truth: the aggregated experience of hundreds of real owners, over real time, in real conditions.
That means we read verified purchase reviews at volume. We track forum threads where owners return months later to update their opinion. We find the patterns that show up across dozens of buyers — because when 40 people independently mention the same problem with a product, that’s not an anecdote, that’s a signal.
The Research Process, Step by Step
We start with the search landscape
Before writing about any product category, we look at what people are actually asking. We review the questions appearing in Google’s “People Also Ask” results for every keyword we cover. We read the threads where real buyers are confused before a purchase and frustrated after one. This tells us what the article actually needs to answer, not what we assume people want to know.
We map the real competitive field
For every category, we identify which products are genuinely competing at each price tier — not just the ones with the most advertising spend. We look at what’s currently available on Amazon, what has a consistent sales history, and what the audio and tech communities are actually buying and discussing. A product with 4,000 verified reviews and a consistent complaint pattern tells us more than a product with 200 reviews and perfect scores.
We read the reviews that other sites skip
Five-star reviews tell you what the marketing copy already says. We focus on three-star and one-star verified purchase reviews, sorted by helpfulness. These are where real owners describe specific problems: “the bass distorts above 70% volume,” “the Bluetooth drops if you move more than 12 feet away,” “the power cable is too short for any reasonable desk setup.” We collect these across multiple retailers when available.
We also look at verified reviews that were updated — buyers who left a positive review and came back six months later to change their rating. Those updates are some of the most honest data points available.
We go where the real conversations happen
Manufacturer product pages and Amazon listings tell you what a company wants you to believe. Forums and communities tell you what owners actually experience. For audio specifically, communities like Reddit’s r/audiophile, r/hometheater, and r/Soundbars have years of accumulated owner experience across thousands of threads. AudioScienceReview publishes technical measurements for audio equipment that are independent of any manufacturer relationship. Head-Fi covers headphones and DACs with a level of technical depth that no affiliate site matches.
We read these sources systematically for every product we recommend. If a product has a known issue that the community has documented extensively and we don’t mention it, we’ve failed you.
We cross-check manufacturer claims against real data
Specs get misrepresented in the audio industry more than almost any other consumer tech category. Peak wattage gets listed where RMS should be. Frequency response ranges get published without specifying the tolerance level, making them nearly meaningless. Bluetooth codec support gets listed without clarifying which codecs are actually available on which devices.
We verify claims against independent technical sources where they exist. Where a spec can’t be verified, we say so. Where a manufacturer’s claim appears to conflict with consistent owner reports, we report the conflict — not just the claim.
We identify who should not buy a product
A good recommendation includes a clear reason to skip something. We make a deliberate effort to name the specific type of buyer who would be disappointed with each product we cover, because the right product for one person is the wrong product for another. “Skip this if you use it at a desk and care about adjusting volume without bending down to the floor” is more useful than “some users may find the control placement inconvenient.”
How We Handle Affiliate Links
We earn a commission when you buy through our links. That’s how 10Techy operates. We think it’s important that you know that before reading any recommendation.
We also think it’s important to explain why we believe that relationship doesn’t compromise our recommendations — and what we do to make sure it doesn’t.
We do not let commission rates influence rankings. Amazon’s affiliate commission rates across product categories are publicly known and largely uniform. We don’t favour products from certain manufacturers because they pay more. We don’t have sponsored placements — no brand pays to appear on our lists.
We recommend products we would genuinely suggest to someone we know. If a product is the right buy for a specific type of person, we say so. If it’s not, we say that too, even if the better-priced alternative earns a lower commission.
If that ever changes — if we take a sponsored placement or accept a product from a manufacturer in exchange for coverage — we will disclose it clearly on the relevant page, not buried in a footer.
What We Get Wrong and How We Fix It
No research process is perfect, and ours isn’t either.
Owner-reported data has limitations. People who had a terrible experience are more likely to write a review than people who had a fine one. Certain products attract technical enthusiasts who report problems with more precision than the average buyer. A product released two years ago has more accumulated owner data than one released last month, which means newer products carry more uncertainty in our assessments.
We flag these limitations when they’re relevant. A product we’ve assessed based on 30 reviews carries less confidence than one we’ve assessed based on 600. We try to say so.
When a reader points out that a recommendation is wrong, outdated, or missing important information, we update the article and note when it was last reviewed. Articles are not static documents. A product that was the right buy in 2024 may not be the right buy in 2026, and we treat keeping content accurate as part of the job, not an afterthought.
What This Process Is Not
We want to be clear about the boundaries of what we do.
We do not conduct acoustic measurements, frequency response testing, or technical bench tests. For that level of analysis, AudioScienceReview is the most rigorous independent source available, and we link to it where relevant.
We do not conduct long-term durability testing of products we purchase ourselves. Our durability assessments are based on the reported experiences of owners over time.
We do not cover every product in a category. We cover the products that have enough real-world owner data to assess responsibly. A product with 15 reviews is not one we can recommend or dismiss fairly, so we don’t.
The Standard We Hold Ourselves To
Before any article is published, we ask three questions. Does this actually help someone make a better decision than they would have made without reading it? Is every weakness we mention specific and documented — not vague? Is there anything in this article that we would have to walk back if the manufacturer read it?
If the answer to the third question is yes, we rewrite.
The goal is to be the site you’d want to exist when you’re about to spend $200 on something, and you don’t know who to trust.