Product Transparency
Specifications and disclosure
Whether the product clearly identifies the specifications, ingredients or materials where relevant, directions, limitations, and enough detail to understand what is actually being sold.
LEAD RESEARCHER
Dylan Halberg
Lead Researcher · Top Research & Review Editorial
Dylan leads product research at Top Research & Review. He reviews product specifications and disclosures, compares marketing claims with available evidence, evaluates real-world usability and value, and maintains the framework used across category comparisons on the site.
THE WORK
What I do at Top Research & Review
Most product pages tell you what a brand wants you to notice first. My job is to start with a fixed comparison framework, then look at what the formula, directions, product information, and available evidence actually show.
For every category we cover, the work starts by defining what matters for that product type. The criteria can vary by category, but the process stays consistent: define the decision factors first, document the available evidence, and measure products against the same framework instead of changing the criteria to fit a preferred winner.
The goal is to make the trade-offs obvious: which products are easier to understand and use, where the evidence is strong or limited, where value actually comes from, and where marketing language goes further than the available support.
RESEARCH FOCUS
Where I spend my time
Six areas that matter across the consumer product categories we compare.
Evidence Quality
Claims vs. finished product
Separating evidence about individual components, technologies, or ingredients from evidence about the finished product being marketed.
Usability
Real-world fit
How practical the product is to set up, use, maintain, store, wear, clean, or integrate into normal life depending on the category.
Performance
What matters in use
We identify the category-specific performance factors that matter in normal use and compare products on those factors instead of headline claims alone.
Brand Transparency
Claims and policies
Clear product information, realistic claims, warranty or return policies, and obvious disclosure of advertising, ownership, or other commercial relationships.
Comparison Value
Cost in context
Looking beyond sticker price to expected use, specifications, quality, category-specific performance, and meaningful trade-offs between finalists.
THE PROCESS
How a ranking gets built
STEP 01
Framework first
Define the category, useful evidence, key product characteristics, and the criteria every product will be measured against.
STEP 02
Formula and claim audit
Review specifications, product documentation, directions, brand claims, policies, and available finished-product evidence.
STEP 03
Side-by-side comparison
Compare finalists against the same framework, document strengths and limitations, and revise rankings when material product information changes.
Editorial standards. Rankings are intended to be based on documented product information, consistent comparison criteria, and clearly disclosed commercial relationships. Content on Top Research & Review is editorial information, not medical advice.
GET IN TOUCH
Editorial inquiries
If you've found a product worth analyzing, spotted an error in a comparison, or want to suggest a category we haven't covered yet, send it to the editorial inbox.