Original Research

Original research is proprietary data published by your organization that cannot be found elsewhere. In GEO, original research is the ultimate competitive advantage because when your website is the primary source of data, AI systems have no choice but to cite you. Every other GEO tactic can be replicated by competitors. Original research cannot, because the data is uniquely yours.

Why Original Research Dominates AI Citations

Original research achieves maximum information gain by definition: no other source contains the same data. When an AI system assembles an answer graph for a query and encounters a claim backed by your proprietary research, that claim cannot be sourced from any competing passage. Your content becomes the only node in the graph that provides that information, making citation mandatory rather than competitive.

This is why Dan Petrovic’s grounding budget research at DEJAN is cited in virtually every AI response about AI content limits. It is why Kevin Indig’s ChatGPT citation analysis appears in responses about entity density. They own the data. The AI has no alternative source.

Effective Research Formats for GEO

Annual industry surveys: Survey your customers or industry and publish aggregate findings. Annual cadence ensures the data stays fresh and becomes a recurring citation source.
Platform data analysis: If your product generates data, analyze and publish aggregate trends. Usage statistics, benchmark data, and performance metrics are highly citable.
Statistics pages: Curate 20 to 50 original data points on a single page with clear source attribution. Statistics pages earn disproportionate citations because they concentrate multiple atoms in one retrievable location.
Case studies with specific metrics: Generic case studies (“increased revenue”) have low citation value. Case studies with specific numbers (“reduced cost per acquisition from $47 to $23 over 90 days”) contain high-value atoms.

For the complete content strategy framework, see the Generative Engine Optimization guide.