ScrollWorth: read what's worth it on LinkedIn

Know which LinkedIn posts are worth your time: every post scored read, skim or skip, personal to your role and goals.

Stop scrolling through noise. ScrollWorth tells you which LinkedIn posts are worth your time before you read them. As you scroll, every post in your feed gets a score from 0 to 100 and a clear verdict: READ, SKIM or SKIP. The score is personal: each post is rated against your role, your goals and the topics you care about. WHAT YOU GET • A score badge on every post, usually ready by the time you scroll to it • Warning flags for AI slop, engagement bait, clickbait, ads and topics you want to avoid • A hover panel with the post's key point and the reasons behind its score • A 💬 hint when a fresh post is a good place for your comment • Low-scoring posts fade out or collapse, so the good ones stand out • A session counter and weekly stats: posts rated, share skipped, reading time saved, API cost FOUR MODES 📚 Learn: posts worth reading 🎯 Leads: buying signals for what you sell 🧑‍💼 Hiring: people who fit your open roles 🤝 Network: people worth knowing Switching modes re-scores your feed instantly. IT LEARNS YOUR TASTE Vote 👍 or 👎 on any post. A small model inside your browser learns which signals match your taste, and new posts are compared with the ones you liked. ScrollWorth also remembers which authors are usually worth it. YOU'RE IN CONTROL Weights, penalties, threshold and display are all adjustable. The final score is calculated on your device, so changing a setting re-scores the feed without new API calls. PRIVACY • No account with us, no servers of our own, no analytics, no tracking • Post content and your reader profile go straight from your browser to the TypeSafe API (api.typesafe.ai) and nowhere else • Settings, votes and statistics stay in your browser Full privacy policy: https://snipki.de/scrollworth/privacy/ WHAT YOU NEED Your own TypeSafe API key from typesafe.ai. Usage is billed by TypeSafe to your account; the popup shows what you spent in the last 7 days. ScrollWorth is made by snipKI (snipki.de). It is an independent tool, not affiliated with, endorsed by or sponsored by LinkedIn Corporation or TypeSafe. LinkedIn is a trademark of LinkedIn Corporation.