AI Overview Report for "How to write code"

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

Last Updated: Aug 11, 2025 at 1:05 AM

Volatility Score

6.98/10

Medium

AI Trust Score

N/A

Answer Format

Video

Total Citations

770

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.

632
Lifetime Ghost Citations
Out of 770 total
82.1%
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
codeop.tech

How to Code: A Beginner's Guide - CodeOp

codeop.tech

21
Citations for "How to write code"

Page Performance Across All Keywords ℹ️

59
Total Citations
All Keywords
#16.4
Avg Citation Rank
In AI Overview
17
Ghost Citations
All Keywords
28.8%
Ghost Rate
All Keywords
View Source
#3
sitepoint.com

How to Write Good Code: 10 Beginner-friendly Techniques for ...

sitepoint.com

18
Citations for "How to write code"

Page Performance Across All Keywords ℹ️

49
Total Citations
All Keywords
#15.7
Avg Citation Rank
In AI Overview
5
Ghost Citations
All Keywords
10.2%
Ghost Rate
All Keywords
View Source
#2
indeed.com

How To Write Computer Code in 6 Steps (And Improve Skills ...

indeed.com

15
Citations for "How to write code"

Page Performance Across All Keywords ℹ️

1981
Total Citations
All Keywords
#20.1
Avg Citation Rank
In AI Overview
1082
Ghost Citations
All Keywords
54.6%
Ghost Rate
All Keywords
View Source

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