Build a GEO scoring tool for Reddit thread AI citation

11/15

Strong Demand2-Week BuildWide Open

The Opportunity

Users want to know which Reddit threads AI systems cite. AI Overviews cause 58% CTR reduction. Nobody has built AI citation likelihood scoring per thread.

Original Signal

“GummySearch alternative that scores threads by AI impact”

Found on RedditView source →

Score Breakdown

11/15

Demand4.0/5

How urgently people need this solved and how willing they are to pay for it. Based on complaint frequency and spending signals across platforms.

Market Gap4/5

How open the market is. A high score means few or no direct competitors, or existing solutions are overpriced and underdeliver.

Build Effort3/5

How quickly a solo developer can ship an MVP. 5 = weekend project with standard tools. 1 = months of infrastructure work.

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