AI Overview Report for "What is data science?"

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

Last Updated: Aug 11, 2025 at 1:07 AM

Volatility Score

1.57/10

Low

AI Trust Score

N/A

Answer Format

Video

Total Citations

405

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.

224
Lifetime Ghost Citations
Out of 405 total
55.3%
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
aws.amazon.com

What is Data Science? - AWS

aws.amazon.com

16
Citations for "What is data science?"

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
mtu.edu

What is Data Science? | Michigan Technological University

mtu.edu

16
Citations for "What is data science?"

Page Performance Across All Keywords ℹ️

55
Total Citations
All Keywords
#9.9
Avg Citation Rank
In AI Overview
3
Ghost Citations
All Keywords
5.5%
Ghost Rate
All Keywords
View Source
#3
nu.edu

What is Data Science? - National University

Ghost Source

nu.edu

15
Citations for "What is data science?"

Page Performance Across All Keywords ℹ️

31
Total Citations
All Keywords
#14.3
Avg Citation Rank
In AI Overview
9
Ghost Citations
All Keywords
29.0%
Ghost Rate
All Keywords
View Source

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