AI Overview Report for "What is a data lake?"

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

Last Updated: Aug 11, 2025 at 1:08 AM

Volatility Score

6.65/10

Medium

AI Trust Score

N/A

Answer Format

Image

Total Citations

245

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.

113
Lifetime Ghost Citations
Out of 245 total
46.1%
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
cloud.google.com

What is a Data Lake? | Google Cloud

cloud.google.com

17
Citations for "What is a data lake?"

Page Performance Across All Keywords ℹ️

350
Total Citations
All Keywords
#6.5
Avg Citation Rank
In AI Overview
74
Ghost Citations
All Keywords
21.1%
Ghost Rate
All Keywords
View Source
#5
sas.com

What is a data lake & why does it matter? - SAS

Ghost Source

sas.com

17
Citations for "What is a data lake?"

Page Performance Across All Keywords ℹ️

142
Total Citations
All Keywords
#23.5
Avg Citation Rank
In AI Overview
125
Ghost Citations
All Keywords
88.0%
Ghost Rate
All Keywords
View Source
#1
ibm.com

What Is a Data Lake? | IBM

ibm.com

13
Citations for "What is a data lake?"

Page Performance Across All Keywords ℹ️

588
Total Citations
All Keywords
#6.6
Avg Citation Rank
In AI Overview
73
Ghost Citations
All Keywords
12.4%
Ghost Rate
All Keywords
View Source

Want Deeper Intelligence?

This is just a preview of our AI-SERP intelligence. Get access to historical trends, competitive analysis, content briefs, and track your own keywords with our full platform.

Start Free Trial