Competitor Benchmarking
Independent competitor benchmarking that shows where your product really stands
d-labs designs and conducts comparative performance testing to help detergent and cleaning product companies understand how their products perform against relevant competitors, category leaders and agreed market benchmarks.
Benchmark studies are configured around the product, market and commercial question, with controlled test conditions and appropriate analysis used to identify meaningful differences rather than simply rank products.
What Benchmarking Can Answer
Turn competitor comparisons into useful product decisions
Competitor benchmarking is most valuable when it is designed around a clear question. d-labs structures comparative studies to show not only how products rank, but where meaningful differences occur and what those differences mean commercially.
How do we compare with the market leader?
Measure your product directly against the strongest relevant benchmark under equivalent test conditions.
Where are we underperforming?
Identify the specific stains, soils, conditions or performance measures where competitors have an advantage.
Where are we already competitive?
Determine where performance is statistically similar or effectively equivalent to relevant benchmark products.
Has our reformulation improved the product?
Compare revised formulations against the existing product and benchmark to confirm whether changes have delivered a genuine improvement.
Which benchmark should we target?
Evaluate multiple competitors to understand category performance and identify the most appropriate reference product for development.
Can we support our intended positioning?
Generate comparative evidence to help determine whether proposed performance positioning or claims are supported by the test results.
Benchmarking should answer a commercial question — not simply produce a ranking table.
Benchmark Study Design
A useful benchmark study starts with the decision you need to make
d-labs designs benchmark studies around the specific commercial or technical question, selecting the products, test conditions and analysis approach required to generate a meaningful comparison.
1. Define the question
Clarify what the client needs to understand — for example, market position, reformulation impact, competitor advantage or claim support.
2. Select the benchmarks
Choose the competitor products, market leaders, internal references or control formulations that provide the most relevant comparison.
3. Design the comparison
Define the appropriate test method, soils, substrates, dosage, water conditions, temperature, replication and other variables for the product category.
4. Analyse & interpret
Evaluate the resulting data to identify meaningful differences, areas of equivalence and the practical implications for the client.
The benchmark should be selected because it is relevant to the decision — not simply because it is the biggest brand in the category.
Controlled Comparison & Data Analytics
Fair comparisons require controlled conditions and meaningful analysis
Competitor benchmarking is only useful when products are tested under conditions that allow a fair and repeatable comparison.
d-labs controls the relevant variables across the study, including factors such as dosage, temperature, water hardness, soil or stain selection, substrate, equipment settings and test preparation.
Appropriate replication and statistical analysis can then be used to determine whether observed differences are likely to represent genuine performance differences rather than normal test variation.
Controlled test conditions
Apply the same relevant conditions across all products so differences can be attributed to product performance rather than inconsistent testing.
Appropriate replication
Repeat measurements where required to understand normal variation and improve confidence in the comparison.
Statistical significance
Use appropriate statistical analysis to identify meaningful differences, areas of equivalence and results where the evidence does not support a clear distinction.
A benchmark result is more useful when you know whether the difference is real — not just which bar on the chart is taller.
From Data to Decisions
Benchmarking should help you decide what to do next
A competitor benchmark study is most valuable when the results can be translated into clear product and commercial decisions.
d-labs interprets comparative performance data in the context of the client’s objective, helping identify where a product is already competitive, where genuine performance gaps exist and where further development may deliver the greatest benefit.
This can support decisions around formulation improvement, product positioning, benchmark selection, development priorities and claims strategy.
Identify priorities
Focus development effort on the areas where competitors demonstrate a meaningful performance advantage.
Protect strengths
Understand where the product already performs competitively so successful attributes are not unnecessarily changed during reformulation.
Guide product strategy
Use the evidence to support decisions around development targets, market positioning, benchmark selection and future testing.
The objective is not simply to know where your product ranks — it is to know what the result means for the next decision.
Start a Benchmarking Project
Need to know where your product really stands against the competition?
d-labs can design and conduct independent competitor benchmarking studies to compare detergent and cleaning products under controlled conditions, identify meaningful performance differences and support clearer product-development and commercial decisions.