AI Overview Report for "Manual vs Automatic"

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

Last Updated: Sep 06, 2025 at 1:07 AM

Volatility Score

4.64/10

Medium

AI Trust Score

N/A

Answer Format

Comparison

Total Citations

681

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.

398
Lifetime Ghost Citations
Out of 681 total
58.4%
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
fbfs.com

Automatic vs. Manual Cars — Costs to Consider

fbfs.com

31
Citations for "Manual vs Automatic"

Page Performance Across All Keywords ℹ️

98
Total Citations
All Keywords
#13.0
Avg Citation Rank
In AI Overview
5
Ghost Citations
All Keywords
5.1%
Ghost Rate
All Keywords
View Source
#2
nationaltransmission.ca

Pros & Cons of Manual & Automatic Transmissions

nationaltransmission.ca

31
Citations for "Manual vs Automatic"

Page Performance Across All Keywords ℹ️

44
Total Citations
All Keywords
#7.6
Avg Citation Rank
In AI Overview
13
Ghost Citations
All Keywords
29.5%
Ghost Rate
All Keywords
View Source
#1
edmunds.com

Manual vs. Automatic Transmission Pros and Cons: Which Is Better?

edmunds.com

29
Citations for "Manual vs Automatic"

Page Performance Across All Keywords ℹ️

95
Total Citations
All Keywords
#9.4
Avg Citation Rank
In AI Overview
39
Ghost Citations
All Keywords
41.1%
Ghost Rate
All Keywords
View Source

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