AI Overview Report for "What is the gig economy?"

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

Last Updated: Sep 06, 2025 at 1:09 AM

Volatility Score

4.17/10

Medium

AI Trust Score

N/A

Answer Format

Definition

Total Citations

709

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.

337
Lifetime Ghost Citations
Out of 709 total
47.5%
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
irs.gov

Gig economy tax center | Internal Revenue Service

irs.gov

42
Citations for "What is the gig economy?"

Page Performance Across All Keywords ℹ️

145
Total Citations
All Keywords
#5.7
Avg Citation Rank
In AI Overview
67
Ghost Citations
All Keywords
46.2%
Ghost Rate
All Keywords
View Source
#1
investopedia.com

Understanding the Gig Economy: Flexible Jobs Explained

investopedia.com

38
Citations for "What is the gig economy?"

Page Performance Across All Keywords ℹ️

2293
Total Citations
All Keywords
#13.1
Avg Citation Rank
In AI Overview
733
Ghost Citations
All Keywords
32.0%
Ghost Rate
All Keywords
View Source
#1
weforum.org

What is the gig economy and what's the deal for gig workers?

weforum.org

34
Citations for "What is the gig economy?"

Page Performance Across All Keywords ℹ️

157
Total Citations
All Keywords
#17.2
Avg Citation Rank
In AI Overview
26
Ghost Citations
All Keywords
16.6%
Ghost Rate
All Keywords
View Source

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