Data-driven content from your own product data

Turn data only you hold into reports and posts competitors cannot copy.

Impact
Low
Effort
Low
Filed under
Content, Data, SEO
Updated

Data-driven content is content built on numbers only you have: what your customers do in your product, what they buy, what they search for on your site. It works when a competitor cannot copy it because the underlying data is yours. A post that restates what ten other blogs already say will not stand out, but a chart of your own aggregate customer behavior can.

How to do it

  1. List the data you hold that nobody else does. Usage logs, orders, support tickets, on-site search terms and survey answers all count. Ignore anything you would need a customer's permission to publish.
  2. Pick one question your audience actually argues about, then check whether your data can answer it. "When do people buy?" or "How long does setup really take?" beat "here is everything we track".
  3. Set a minimum sample before you look. Decide the smallest group you will report on and drop any slice below it. State the sample size and the date range next to every number.
  4. Aggregate and strip identity. Report totals, medians and ranges, never one customer's record.
  5. Publish the method with the result: where the data came from, what you excluded, and what it cannot show. Add a chart and, if you can, a downloadable table so others can check you.
  6. Put a date on it and re-run it on a schedule. A yearly or quarterly update gives people a reason to come back and link again.

Examples

  • Spotify, "Thanks 2016, it's been weird." Spotify used listener data for billboards and social posts. One London ad read "Dear 3,749 people who streamed 'It's the End of the World As We Know It' the day after the Brexit vote" (case study, Oct 2017).
  • Strava, Year in Sport. The 2025 report covers activity logged between 1 September 2024 and 30 August 2025 and adds a survey of a subset of users (BikeRadar, Dec 4, 2025). Note the mix: some figures come from activity data, some from survey answers, and the report says which.
  • Orbit Media, annual blogger survey. This is survey data rather than product data, but it shows the repeat-yearly format: the agency asks content marketers the same set of questions each year, and its latest edition reports on 1,042 respondents (Orbit Media).

When it backfires

  • Small or skewed samples. Your customers are not "the market". Say who is in the data ("our customers in 2025") and do not generalize past it.
  • Privacy. Data that can identify a person is personal data. GDPR Recital 26 applies to information about identifiable people, not to data "rendered anonymous in such a manner that the data subject is not or no longer identifiable" (GDPR Recital 26). Aggregate before you publish.
  • Customer secrets. B2B usage data can reveal a client's volumes or plans. Check contracts first.
  • Numbers you cannot reproduce. If someone asks how you got a figure and you cannot rerun it, cut it.
  • Nothing surprising in the data. A chart that confirms the obvious gets no links. Look for the result that goes against common advice.

Questions people ask

What is data-driven content? Content whose main claim comes from measured data, such as your own customer behavior or a survey you ran, instead of from opinion or other people's reports.

What is data-driven content marketing? Using that kind of content to attract readers and links: reports, benchmarks, year-in-review pages and original studies.

Sources

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