What did the GEO study test about citations and statistics?
Quick answer
The GEO paper (KDD 2024) ran controlled experiments on how phrasing changes affected source visibility in generative answers. Adding citations, quotations, and statistics improved visibility in their lab setting. Results are not guaranteed for your domain, and it is not permission to invent numbers. Use it to justify sourcing real proof on first-hand pages.
What did the authors test?
They varied answer formatting in a generative engine setting and measured how often sources appeared. Citations and stats were among the winning formatting moves in the experiment.
What are the limits?
Your category, crawl access, and competitor proof matter more than any single paper. Do not cite informal “40% lift” claims; read the paper if you need numbers.
How should eco brands apply it?
Add footnotes to supplier PDFs, name interviewees, and date survey samples on your own proof pages. Skip stock statistics without a study you can link.
Frequently asked questions
Does GEO replace SEO?
No. It is research on answer formatting, not a platform policy.
Should we add statistics to every FAQ?
Only statistics you can substantiate and link.
Can agencies sell GEO packages with guaranteed lifts?
Treat guaranteed citation lifts as a red flag.
Need this applied to your brand?
Book a call with fisagency, or continue in Calculators, Prompts, and Skills.