One of the features often linked with non-commodity content is proprietary data.
That phrase can sound quite intimidating.
When people hear “proprietary data,” they may imagine a huge research project, a professional survey, a large database, or a detailed industry report produced by a major company.
But it does not always need to be that complicated.
For a small website owner, blogger, affiliate marketer or niche publisher, proprietary data can start much smaller.
It might be a simple test.
It might be a price comparison.
It might be a review of patterns you have noticed in your own work.
It might be a small survey.
It might be a product comparison.
It might be a set of observations you recorded while trying to answer a real question.
The important point is this:
You have done something yourself, recorded what you found, and turned it into something useful for your audience.
That is very different from simply repeating information that already exists everywhere else.
Small Research Still Has Value
A lot of online content is very general.
For example:
“Compare prices before booking a holiday.”
“Choose energy-efficient appliances.”
“Pick a pushchair that suits your lifestyle.”
“Use fresh coffee beans.”
“Keep good accounting records.”
Those statements may be true, but they are also very easy to reproduce.
They do not usually tell the reader anything new.
Small research helps you move beyond that.
Instead of saying:
“Compare prices before booking a holiday,”
you can say:
“I compared flight prices to the same destination from five UK airports on the same day, and here is what I found.”
Instead of saying:
“Choose energy-efficient appliances,”
you can say:
“I measured how much electricity five common household items used in my own home over one week.”
Instead of saying:
“Keep good accounting records,”
an accountant can say:
“I reviewed common patterns across my own small business client base and noticed what tends to change once turnover passes a certain level.”
That is far more useful.
It gives the reader something specific.
It also gives the writer something original.
Why This Fits With Non-Commodity Content
Commodity content is content that could be produced by almost anyone.
It is usually broad, generic and easy to copy.
Non-commodity content has something more distinctive about it.
It may include personal experience, expert judgement, original examples, unique opinions, practical testing, professional insight or proprietary data.
Small research can contribute to this because it creates original evidence.
It gives your article something that was not already sitting there waiting to be copied.
You are not just saying what people usually say.
You are showing what you found.
That does not mean your small study proves something universally.
It does not need to.
If you are honest about the size and limits of the research, a small project can still be very useful.
You can say:
“This was a small test.”
“This was based on one week of measurements.”
“This was a snapshot of prices on one particular day.”
“This was based on anonymised patterns I have noticed in my own work.”
That honesty actually makes the content more trustworthy.
You are not pretending to have all the answers.
You are sharing a real observation that may help someone else think more clearly.
Example 1: Home Energy Saving Website
Imagine someone runs a website about saving money at home.
They could write a general article called:
“How to Reduce Your Electricity Bill”
That could be helpful, but it is also a very common topic.
A more original approach would be to run a small home energy test.
The writer could use a plug-in energy monitor and measure how much electricity different household items use.
For example, they could test:
- a tumble dryer
- a heated clothes airer
- a dehumidifier
- an electric heater
- a dishwasher
They could record the electricity used by each item and estimate the cost per hour, per cycle or per use.
The article could then become:
“I Tested 5 Household Items to See What They Really Cost to Run”
That is much more specific.
It gives the reader real numbers.
It also gives the writer something useful to learn from.
They may discover that one appliance costs far more than expected. They may find that a cheaper-looking option is less practical in real life. They may learn that the lowest-cost method is not always the most convenient.
That creates a more helpful article because the writer can explain the trade-off between cost, convenience and real household use.
The research could be shared with the audience using:
- a simple results table
- photos of the items tested
- cost-per-use examples
- a “what surprised me” section
- a “what I would do differently” section
- recommendations for different households
For example:
“If you dry clothes indoors every week, a heated airer may cost less than a tumble dryer, but you may also need to think about damp, drying time and room ventilation.”
That is much more useful than simply saying:
“Use less electricity.”
Example 2: Home Coffee Website
Now imagine someone runs a website about making better coffee at home.
A generic article might say:
“Use fresh beans, grind your coffee properly and adjust your brew time.”
That advice may be true, but it is also very common.
A small research project could make the content much stronger.
The writer could make 20 cups of coffee and change one variable at a time.
They could test:
- grind size
- coffee dose
- brew time
- bean freshness
- water temperature
They could keep notes on taste, strength, bitterness, aroma and consistency.
The article could become:
“I Made 20 Cups of Coffee to Find Out What Actually Improved the Taste”
That is much more engaging than a standard tips article.
It is useful to the writer because they learn from the process themselves.
They may discover that grind size makes a bigger difference than the coffee machine. They may find that fresh beans matter, but only if the grind is reasonably consistent. They may realise that beginners do not need to obsess over every detail at once.
That insight can then be shared with readers in a very practical way.
The article could include:
- the exact test setup
- the coffee used
- the grinder used
- the variables changed
- a simple scoring table
- taste notes
- beginner takeaways
- a recommended starting recipe
For example:
“The biggest improvement came when I adjusted the grind size, not when I changed the coffee dose. For a beginner, that suggests it may be worth learning how grind size affects flavour before buying lots of extra accessories.”
That is useful because it helps the reader avoid confusion.
It also makes any product recommendation feel more natural.
If the writer recommends a grinder, they can explain why based on what they tested.
Example 3: Baby Equipment Website
A baby equipment website could also use small research very effectively.
A generic article might say:
“Choose a lightweight pushchair that is easy to fold.”
But what does “easy to fold” actually mean?
Easy in a shop?
Easy with two hands?
Easy while holding a baby?
Easy when trying to get it into a small car boot?
A small test could make the article much more useful.
The writer could compare three compact pushchairs and test them in everyday situations.
They could look at:
- how quickly each pushchair folds
- whether it fits in a small car boot
- how easy it is to lift one-handed
- how much storage space it has
- how it handles uneven pavements
- whether it feels practical on public transport
The article could become:
“I Tested 3 Compact Pushchairs to See Which Was Easiest for Everyday Use”
That kind of article is useful because parents are not just buying a product description.
They are buying something they will use when they are busy, tired, carrying bags, managing a child, or trying to get in and out of a car quickly.
The person doing the research benefits because they can see which product claims actually matter in real life.
A pushchair might be described as lightweight but still be awkward to lift.
Another might fold quickly but take up too much boot space.
Another might be slightly heavier but much better for public transport.
Those practical details are exactly what readers want.
The research could be shared through:
- a fold-time test
- a car boot test
- a one-handed lift test
- a storage basket comparison
- a pavement handling test
- a final “best for” table
For example:
- best for small cars
- best for public transport
- best for everyday errands
- best budget option
- best if storage space matters
That turns the article from a basic product roundup into a genuinely helpful buying guide.
Example 4: Accountancy Website
An accountant may already have years of practical experience from working with small business clients.
Used carefully, that experience can become very useful content.
For example, an accountant could review their own client base in an anonymised and aggregated way.
They might look at how many clients have turnover above £50,000 per year and then review what common issues appear once businesses reach that level.
They might notice patterns around:
- bookkeeping systems
- VAT planning
- cash flow
- payroll
- tax payment timing
- software choice
- management information
- business structure
The article could become:
“What I Notice When Small Businesses Pass £50,000 Turnover”
This is much more useful than a general article called:
“Accounting Tips for Small Businesses.”
The reason is that it is based on real professional observation.
The accountant is not just repeating generic advice.
They are saying:
“From the businesses I actually work with, these are the issues that tend to appear at this stage.”
That is useful to the accountant because it helps them explain the value of their service.
It shows potential clients that the accountant understands the real stages of small business growth.
It is useful to the reader because they may recognise themselves in the pattern.
A business owner might think:
“That is exactly where I am. I have grown beyond the very small start-up stage, but my bookkeeping, cash flow and tax planning have not caught up yet.”
The accountant does not need to name any clients.
They should not reveal private information.
The value comes from aggregated, anonymised insight.
For example:
“In my own small client base, I have noticed that businesses above this turnover level are much more likely to need regular bookkeeping routines, clearer cash flow planning and better management information.”
That is practical, experience-led content.
It is also difficult for someone else to copy exactly, because it comes from the accountant’s own work.
How to Share Small Research Clearly
A small research article does not need to be complicated.
A useful structure might be:
- What question were you trying to answer?
- Why does the question matter?
- What did you test, compare, review or measure?
- How did you collect the information?
- What did you find?
- What surprised you?
- What should the reader learn from it?
- What are the limits of the research?
- What would you recommend based on what you found?
That structure works across lots of niches.
It could be used for:
- testing gardening tools
- comparing travel prices
- analysing restaurant reviews
- reviewing common client issues
- measuring appliance costs
- comparing beginner products
- checking search results
- surveying a small audience
- tracking your own results over time
The format can also vary.
You could share your research as:
- a blog post
- a chart
- a table
- a checklist
- a downloadable guide
- a short video
- a Pinterest pin
- a case study
- a comparison page
- a “what I learned” article
The key is to make the research useful to the reader.
Do not just present the data.
Explain what it means.
Be Honest About the Size of the Research
Small research is valuable, but it should be presented honestly.
If you tested three products, say you tested three products.
If you compared prices on one day, say it was a price snapshot from that day.
If you reviewed your own client base, explain that the information is based on your own experience and has been anonymised.
You do not need to make the project sound bigger than it is.
In fact, being clear about the limits can make the content more trustworthy.
For example, you could say:
“This is not a scientific study. It is a practical comparison based on my own testing.”
Or:
“These prices may change, but this snapshot shows the kind of difference a buyer might find when comparing airports.”
Or:
“This is based on patterns I have noticed in my own client work, not every business everywhere.”
That kind of honesty helps the reader understand how to use the information.
Why This Helps Your Audience
Small research helps your audience because it gives them something concrete.
They are not just being told what to do.
They are being shown what happened when someone looked into the issue properly.
That can help them:
- make better buying decisions
- avoid common mistakes
- understand trade-offs
- see what matters in real life
- compare options more clearly
- feel more confident
- recognise their own situation
This is especially important in affiliate content.
If every article simply says “this product is great,” the reader has no reason to trust it.
But if the writer explains what they tested, what they found, what worked, what did not work, and who the product is best for, the recommendation becomes much more helpful.
Why This Helps the Website Owner
Small research also helps the person creating the content.
It gives them better ideas.
It helps them understand their niche more deeply.
It creates original examples.
It provides material for images, charts, tables and social posts.
It makes articles more memorable.
It gives them a more natural reason to recommend products or services.
It also helps them build authority over time.
A website that regularly includes small tests, observations, comparisons and real examples will usually feel more useful than a website that only repeats general advice.
The writer becomes more than someone summarising information.
They become someone investigating the topic on behalf of the reader.
That is a valuable position to occupy.
The Main Lesson
Proprietary data does not have to start with a huge research project.
It can start with a small question.
What could you test?
What could you compare?
What could you count?
What could you measure?
What could you review?
What patterns have you noticed from your own experience?
Those small projects can create useful and meaningful data.
They can help you learn more about your niche.
They can help your audience make better decisions.
And they can help your content become more distinctive, practical and difficult to copy.
That is why small research can be such a powerful route into non-commodity content.
You are not just writing another article.
You are adding something of your own.
And in a world full of generic content, that matters.