Generative Engine Optimization'. The image depicts a large, complex machine with numerous gears, digital displays.

What is generative engine optimization?

GEO focuses on optimizing content to improve its chances of being recognized and displayed by AI-driven search engines like Google’s SGE or Bing.

The Research Paper on Generative Engine Optimization

The research paper titled “GEO: Generative Engine Optimization” introduces a new concept that consists of methods to assist content creators in optimizing their articles for search engines to increase the likelihood of being featured in direct responses.

The researchers suggest a new metric called “Subjective Impression” to measure content engagement and clickability.

This metric measures the mind-blowing impact, unparalleled uniqueness, and irresistible clickability of the content once it has been supercharged with GEO methods.

They tested GEO methods on 10,000 queries, divided into training, validation, and testing groups.

Methods like adding citations, quotes, and statistics make content more credible and engaging.

These methods can improve content visibility in search engine responses by 30-40%.

The article also highlights how smaller websites can benefit the most from GEO, as it levels the playing field against more significant sites.

GEO Techniques

Here is a breakdown of the GEO techniques, each of which has its unique way of making content more engaging and easier to find in search results.

  1. Authoritative Tone: For a history article, instead of saying, “This event might have contributed to the war,” enhance authority by stating, “Historical evidence firmly establishes this event as a direct catalyst for the war.”
  2. Citation Inclusion: Instead of vaguely referencing studies in a science article, include specific citations like, “According to a 2022 study published in Nature, these findings reshape our understanding of the phenomenon.”
  3. Statistical Data: For an economic report, replace general statements with specific data, such as “In 2021, the technology sector saw a 25% increase in job growth, surpassing other industries.”
  4. Quotation Addition: In a social science piece, instead of general commentary, add a quote from an expert, like “As sociologist Dr. Jane Doe points out, ‘This trend reflects greater societal changes.'”
  5. Content Fluency: Transform a clunky sentence in a travel blog from “The city, known for history, attracts tourists” to “The city attracts tourists with its rich history.”
  6. Avoidance of Keyword Stuffing: In a gardening blog, ensure the content naturally discusses various plants and gardening techniques rather than repetitively using terms like “best gardening tips.”
  7. Visibility Improvement for Lower-Ranked Websites: For a small local news site, suggest adding a few insider local insights or unique perspectives to articles, making them more appealing and likely to be noticed.
  8. Domain-Specific Optimization: In a tech article, include the latest industry trends and technical terms like “machine learning algorithms” instead of general tech references.

These methods align with the criteria the new Search Generative Experience (SGE), prioritizing quality, , directness, credibility, and user engagement. Authoritative and well-supported content is more likely to be recognized as valuable by SGE algorithms, leading to higher visibility in search results in carousel or citation links.

Limitations of GEO

Although the study referenced still needs to complete its exploration in Google or Bing, the principles outlined provide a strong foundation for improving SGE rankings.

The focus on content quality, authenticity, and user-centered optimization will likely be well-received by search engine algorithms.


Generative Engine Optimization (GEO) provides strategies to improve web content for new AI-driven search engine experiences like SGE. These methods include emphasizing authoritative content, incorporating citations, statistics, and quotations, improving fluency, and avoiding keyword stuffing.

Implementing these strategies now will future-proof your website from an SEO perspective as we head into a new age of GEO.