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All case studiesData analytics SaaS · All major AI engines

Replacing generic SEO content with citation-ready expertise

Focused GEO content improved extractability, source quality, and product-category association.

Before

3 cited pages

After

19 cited pages

Period

Representative 90-day outcome

The visibility problem

Hundreds of blog posts generated traffic but rarely appeared in AI answers or explained the product's real differentiation.

The GEO work

  • Consolidated overlapping articles
  • Added definitions, evidence, and direct answers
  • Published focused category guides

Representative outcomes

More owned citations
Stronger category association
Lower content production waste

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