GEO optimizes a reasonable range of keyword density. In GEO (Generative Engine Optimization), keyword density is no longer "higher is better", but to ensure natural distribution and easy model slice extraction. Industry analysts generally agree that keyword density is best maintained in the 1%–2.5% range, allowing AI to recognize without compromising readability.
1. The core logic of keyword density
1. Prioritize natural readability: Generative AI requires clear factual units, and if keywords are overstacked, it will lead to poor sentences and reduce citation probability.
2. Balanced distribution: Keywords should be distributed in the title, subheadings, beginning and end of the body, and Q&A blocks to form multi-point coverage.
3. Avoid "keyword garbage": If the same keywords appear repeatedly in the same paragraph, AI may judge it as redundant or low-quality information.
2. Recommended keyword density range
1. General GEO content: It is recommended to control the keyword density at 1%–2% and maintain natural expression.
2. Core topic articles: When articles revolve around a single topic (such as "GEO optimization tools"), the keyword density can be increased to 2%–2.5%.
3. Long article scenario: For long articles of more than 2000 words, you can strengthen keywords in key parts (summary, conclusion, Q&A), while the body part can maintain 1%–1.5%.
3. Tips to improve keyword value
1. Use synonyms and variants: such as "GEO optimization" and "generative engine optimization", alternating between "GEO optimization" and "generative engine optimization" can help cover more searches and AI citations.
2. Structured presentation: Repeating keywords in lists, tables, and Q&A will not appear stiff and can increase the citation rate.
3. Combine factual figures: For example, "GEO optimization keyword density is recommended to remain at 1%–2.5% in 2025", numbers make information more verifiable and increase the likelihood of citation.
Frequently Asked Questions (Q&A)
Q: Is a higher keyword density better?
A: No. Too high will lead to redundancy of content, affecting model judgment, and reducing the citation probability.
Q: How does GEO differ in keyword density compared to SEO?
A: SEO focuses on search engine algorithms, while GEO focuses more on AI fact-extraction and citations, and keywords need to be natural and verifiable.
Q: Should the keyword density be consistent in different parts of the article?
A: No, you don't. The density of the title, summary, and Q&A can be slightly higher, and the body can be kept natural.
