Fact Density Is the New Keyword Density

Summary

This insight frames 'fact density' as the GEO-era equivalent of keyword density. AI systems selecting sources for citation prioritize content rich in specific, verifiable claims over content that merely targets keywords. Original data, statistics, and concrete examples make content more quotable by generative engines.

In the old SEO world, we obsessed over keyword density. How many times does the target keyword appear? Is it in the title, the H1, the first paragraph, the meta description?

In the GEO world, the metric that matters is fact density: how many specific, verifiable, quotable claims your content contains per paragraph.

Why AI Systems Care About Facts

When a generative engine like Google’s AI Overviews synthesizes an answer, it’s doing something fundamentally different from traditional ranking. It’s not deciding which page to link to. It’s deciding which facts to include in its answer and which source to attribute them to.

Content that gives the AI more facts to work with (specific numbers, clear definitions, concrete examples, original data) gets cited more. Content that’s fluffy, generic, or opinion-heavy without evidence gets skipped.

What High Fact Density Looks Like

Low fact density: “Core Web Vitals are important metrics that affect your website’s performance and can influence search rankings.”

High fact density: “Core Web Vitals measures three metrics: LCP (loading speed, target: under 2.5 seconds), INP (responsiveness, target: under 200ms), and CLS (visual stability, target: under 0.1). As of March 2024, INP replaced FID as the responsiveness metric.”

Same topic. The second version gives an AI five distinct facts it can cite. The first gives zero.

How to Increase Fact Density

  • Include specific numbers: percentages, benchmarks, dates, measurements
  • Use original data: your own research, case studies, or analysis
  • Define terms precisely: don’t assume the reader (or AI) knows the jargon
  • Cite sources: external references increase your content’s credibility for both humans and AI
  • Structure atomically: one clear claim per paragraph, easy for AI to extract

The Takeaway

If you want AI to cite your content, give it something worth citing. Every paragraph should contain at least one specific, verifiable claim. Fact density is the GEO-era equivalent of keyword density, and it actually makes your content better for humans too.

Related: Lynx Align

Key Concepts
  • Fact Density
  • GEO
  • AI Citation
  • Content Quality
  • E-E-A-T
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