Social Media Health Shield

Social media platforms become noisy and overwhelming with spam and low-signal content. A browser extension that filters spam, ranks creators by influence, and provides cleaner feed digests. Target users: power users and professionals tired of algorithm noise.

Platform algorithm fatigue is real and measurable — X's chaotic post-Musk moderation and LinkedIn's engagement-bait explosion have pushed professionals toward third-party filtering tools in numbers that weren't there three years ago. The closest substitute is SocialFocus, a browser extension that hides distracting UI elements, though it doesn't do content ranking or spam filtering at the semantic level. The $1k–5k/mo revenue band is plausible but tight: browser extensions convert poorly to paid, and the ceiling gets hit fast unless there's a clear upsell path to teams or a API-tier product. The biggest risk is platform breakage — X, LinkedIn, and others actively fight DOM-scraping extensions, and a single API policy change or aggressive CSS obfuscation can kill functionality overnight with no warning.