← Back to glossary
AI sludge
AI sludge is technically personalized outreach with weak underlying reasoning. It references real facts but still fails the legitimacy test.
Why it matters
For AI founders selling into tightly networked technical communities, sludge damages reputation faster than it creates meetings.
Key points
- It usually appears when tools optimize for sending velocity rather than for justification quality.
- Recipients recognise it because the signal is decorative, not causally connected to the message.
- SignalSharp is designed to reject sludge before draft generation begins.