AI Overview Report for "What is a large language model (LLM)?"

Comprehensive analysis of AI Overview performance, volatility, and citation patterns

Last Updated: Aug 08, 2025 at 1:08 AM

Volatility Score

6.97/10

Medium

AI Trust Score

N/A

Answer Format

Step-by-Step

Total Citations

65

All snapshots combined

Ghost Citation Alert

This keyword has a significant number of "Ghost Citations" - sources that are cited in AI Overview but don't appear in the first 100 organic search results.

22
Lifetime Ghost Citations
Out of 65 total
33.8%
Ghost Citation Rate
Across all snapshots

What this means: These sources have strong topical authority that Google's AI recognizes, but they may not be optimizing for traditional SEO metrics. This presents both opportunities and challenges for content strategy.

Top 3 Cited Sources

The most prominently featured sources in AI Overview for this keyword

#1
cloudflare.com

What is a large language model (LLM)? | Cloudflare

cloudflare.com

5
Citations for "What is a large language model (LLM)?"

Page Performance Across All Keywords ℹ️

180
Total Citations
All Keywords
#10.0
Avg Citation Rank
In AI Overview
32
Ghost Citations
All Keywords
17.8%
Ghost Rate
All Keywords
View Source
#1
aws.amazon.com

What is LLM? - Large Language Models Explained - AWS

aws.amazon.com

5
Citations for "What is a large language model (LLM)?"

Page Performance Across All Keywords ℹ️

422
Total Citations
All Keywords
#6.7
Avg Citation Rank
In AI Overview
32
Ghost Citations
All Keywords
7.6%
Ghost Rate
All Keywords
View Source
#3
ask.library.arizona.edu

What is a large language model (LLM)? - University of Arizona Libraries

Ghost Source

ask.library.arizona.edu

4
Citations for "What is a large language model (LLM)?"

Page Performance Across All Keywords ℹ️

4
Total Citations
All Keywords
#5.7
Avg Citation Rank
In AI Overview
1
Ghost Citations
All Keywords
25.0%
Ghost Rate
All Keywords
View Source

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