AI Overview Report for "How to write code"

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

Last Updated: Sep 06, 2025 at 1:05 AM

Volatility Score

6.21/10

Medium

AI Trust Score

N/A

Answer Format

Video

Total Citations

1330

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.

1031
Lifetime Ghost Citations
Out of 1330 total
77.5%
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
codeop.tech

How to Code: A Beginner's Guide - CodeOp

codeop.tech

47
Citations for "How to write code"

Page Performance Across All Keywords ℹ️

113
Total Citations
All Keywords
#11.3
Avg Citation Rank
In AI Overview
26
Ghost Citations
All Keywords
23.0%
Ghost Rate
All Keywords
View Source
#7
designgurus.io

What are the 7 steps of coding? - Design Gurus

Ghost Source

designgurus.io

31
Citations for "How to write code"

Page Performance Across All Keywords ℹ️

79
Total Citations
All Keywords
N/A
Avg Citation Rank
In AI Overview
79
Ghost Citations
All Keywords
100.0%
Ghost Rate
All Keywords
View Source
#1
saucelabs.com

11 Essential Tips to Write Better Code with Java Examples - Sauce Labs

saucelabs.com

30
Citations for "How to write code"

Page Performance Across All Keywords ℹ️

30
Total Citations
All Keywords
#8.0
Avg Citation Rank
In AI Overview
0
Ghost Citations
All Keywords
0.0%
Ghost Rate
All Keywords
View Source

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