AI Overview Report for "How to clean windows"

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

Last Updated: Aug 11, 2025 at 1:02 AM

Volatility Score

0.09/10

Low

AI Trust Score

N/A

Answer Format

Video

Total Citations

291

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.

147
Lifetime Ghost Citations
Out of 291 total
50.5%
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
marvin.com

The Best Way To Wash Windows (Like The Pros) | Marvin

marvin.com

20
Citations for "How to clean windows"

Page Performance Across All Keywords ℹ️

20
Total Citations
All Keywords
#5.9
Avg Citation Rank
In AI Overview
1
Ghost Citations
All Keywords
5.0%
Ghost Rate
All Keywords
View Source
#4
thisoldhouse.com

How To Clean Windows Like a Pro - This Old House

thisoldhouse.com

19
Citations for "How to clean windows"

Page Performance Across All Keywords ℹ️

232
Total Citations
All Keywords
#15.9
Avg Citation Rank
In AI Overview
103
Ghost Citations
All Keywords
44.4%
Ghost Rate
All Keywords
View Source
#6
quora.com

What is your best method of cleaning windows? - Quora

Ghost Source

quora.com

19
Citations for "How to clean windows"

Page Performance Across All Keywords ℹ️

4461
Total Citations
All Keywords
#12.7
Avg Citation Rank
In AI Overview
2701
Ghost Citations
All Keywords
60.5%
Ghost Rate
All Keywords
View Source

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