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The 2026 data-quality audit: Why it matters for marketers Estimated reading time: 4 minutes
Blog

The 2026 data-quality audit: Why it matters for marketers

By: Epsilon Marketing | January 6, 2026
A man in a blue blazer reviews a laptop while holding a clipboard. Overlay graphics include a blue line leading to documents with a checkmark, and a logo.

Why data quality is important

What does your customer database look like? Are there multiple customers with variations on the same name (e.g., Jane D., Jane Doe, Jane S. Doe), plus a tangled mess of emails and incomplete addresses? Do you know how much money they make or how they spend across categories?

When you’re trying to improve marketing ROI, it’s only natural to focus on data quality first. After all, without high-quality data, your results won’t be nearly as impactful (and even more so when you’re building and implementing AI tools).

With high-quality data, you have a clearer understanding of who your customers are and can identify prospects who are more likely to convert, making it easier to reach them with relevant and engaging marketing messages. But how do you know if data is high-quality? We recommend considering the following 10 criteria to get started.

10 ways to evaluate data quality

  1. Privacy: Does your internal and third-party data comply with legislation? What does your privacy policies and opt-out language look like?
  2. Accuracy: How accurate is your first- and third-party data? Do you or your data platform utilize third-party validation methods like IAB Data Transparency label or Truthset scores?
  3. Coverage: How much of your target universe is covered and how complete are your files? Do you have more than just a name and address?
  4. Granularity: What level of detail do your first- and third-party data sets have? Do you know your customer’s ages or what types of cars are in their garages?
  5. Timeliness: How much time has passed since your first- or third-party data was collected? How often is it refreshed?
  6. Predictive power: Do you have a clear understanding of how your first- and third-party data can predict customer behaviors or outcomes (like purchases, churn or engagement) using historical data, statistical models or AI tools?
  7. Consistency: Is your first- and third-party data organized in the same way, and does it include consistent attributes?
  8. Transparency: Is it easy to know where your first- and third-party data is coming from? Third-party data providers should be able to show you details about the data source, how it was collected, segmentation criteria and data recency. 
  9. Omnichannel activation: Is your first- and third-party data available to use across channels like direct mail, email, advanced TVand digital platforms?
  10. Usefulness: Is your data helping you achieve business goals and delivering value?

You can learn more about each of these criteria and why they're important in our Data Buyer’s Guide.

“Data is becoming more and more important in all aspects of marketing. It’s the foundation needed to power results. Third-party data accurately linked to first-party data drives performance and differentiation in an AI-powered world,” says Gillian MacPherson, Epsilon’s Senior Vice President of Product Management. “Marketers need to be proficient in how to evaluate different data sets to ensure they partner with high-quality data providers that have a proven track record to meet their business objectives.”

The 2026 data-quality audit

Because of Epsilon’s commitment to high-quality, performance-driven data, we authorized an in-depth third-party audit of Epsilon’s National Consumer Database.

As a benchmark, the audit compared Epsilon with two leading competitors with similarly positioned multi-sourced consumer databases. Data purchases were made from all three vendors to test coverage and accuracy, and the auditor supplied a client sample file with emails to evaluate the address-append rate.

The audit conducted a deeper analysis of the following elements:

  • File size and completeness
  • Data coverage
  • Data accuracy
  • Data performance
  • Address-append rate

The third-party audit found that Epsilon has successfully sustained its position as an industry leader while achieving notable advancements in several critical areas. It found that Epsilon offers the most descriptive, accurate and predictive data; highly targeted and responsive audiences; and strong identification rates across channels.

Image of a table showing how Epsilon and two other vendors scored across overall data coverage, element coverage, element accuracy, data performance and email reverse append

“Data performance isn’t optional—it’s everything,” says Laura Griffith, Vice President, Product Management at Epsilon. “Epsilon’s ongoing third‑party audits prove our data outperforms other market‑leading datasets, giving marketers the confidence to hit their goals with precision. These audits also fuel continuous innovation, so we stay number one.”

Kick-start 2026 with a strategic data partner

Data quality is only the beginning—high-quality data is the foundation for better understanding who your customers are, what they buy and what they care about.

Epsilon's National Consumer Database outperformed the competition in this audit, meaning more data coverage and accuracy for marketers to personalize their marketing, acquire new customers and build meaningful connections with their current customers.

Learn more about choosing the right data partner for your business, including questions to ask in your RFP, top capabilities to consider (like predictability and coverage) and how Epsilon can help with our guide to choosing the right data solution for your business.

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