Daubert Standard

Daubert & Expert Qualification

How Bill Hartzer's background and methodology are built to satisfy the reliability standards courts apply to expert testimony.

The Standard

What the Daubert Standard Requires

Under the Daubert standard (derived from Daubert v. Merrell Dow Pharmaceuticals and codified in Federal Rule of Evidence 702), a court acting as gatekeeper must determine that expert testimony is both relevant and reliable before it can be presented to a jury. Reliability is generally assessed by considering whether the expert's methodology can be and has been tested, whether it has been subject to peer review, whether there is a known or potential error rate, and whether the methodology is generally accepted within the relevant technical or scientific community.

For internet, SEO, and digital marketing disputes, this creates a specific challenge: the underlying "science" is a fast-moving, commercially driven technical field rather than an academic discipline with long-established peer-reviewed literature. An effective expert in this space needs a methodology that is transparent, testable, and grounded in documented industry practice, even where formal academic peer review does not exist in the traditional sense.

Qualification

Bill's Qualification as an Expert

Bill's qualification rests on more than 25 years of continuous, hands-on work inside the disciplines he testifies about — not secondhand study of them. He has built and optimized websites, managed domain portfolios, run PPC campaigns, and performed forensic investigations into the exact categories of disputes he is retained to analyze. That direct practitioner experience, combined with recognized industry standing as a conference speaker and brand ambassador for established SEO platforms, supports both his specialized knowledge and the general acceptance of his methods within the industry.

In Practice

How This Shows Up in His Reports

  • Every opinion is tied to specific, cited evidence — ranking data, DNS records, analytics logs, or platform data — rather than general impressions
  • Methodology is described in enough detail that another qualified analyst could test or replicate it
  • Industry-standard tools and practices are identified explicitly, with reference to how they are commonly used in the field
  • Limitations and alternative explanations are addressed directly rather than omitted
  • Conclusions are stated with appropriate confidence, avoiding overreach beyond what the evidence supports
Get in Touch

Discuss Your Expert Qualification Questions

Attorneys evaluating expert witnesses for internet, SEO, domain name, or digital marketing matters are welcome to discuss Bill's qualifications, methodology, and prior deposition and trial experience before retaining him.