✨ 3 free runs per month • No credit card required

Stop guessing what to post.
Start betting on ideas that win.

SignalForge scans Reddit, X, and LinkedIn to find viral content in your niche. Get explainable virality scores and narrative clusters to fuel your next post.

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APIs + Scraping Fallback
Explainable Scores
Built for Creators

How SignalForge Works

From theme to insights in under 60 seconds

1

Enter Your Theme

Tell us what you want to post about. "AI tools for PMs", "Startup mistakes", or anything in your niche.

2

We Scan Everything

Our pipeline searches Reddit, X, and LinkedIn for viral content. APIs first, scraping fallback always.

3

Get Ranked Ideas

Receive narrative clusters with virality scores (0-100) and clear explanations of why each post performs.

Explainable Virality Scores

No black-box AI. Every score comes with clear reasons.

REDDIT • r/startups

"The biggest mistake I made raising my seed round"

87
Score
High Reddit engagement: 1.2K+ interactions
Posted in last 24 hours - high relevance
Story-driven format performs well

Ready to find your next viral idea?

3 free discovery runs per month. No credit card required.

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