Keyword-based content blocking for social media
A tool or feature that allows users to automatically filter, hide, or block posts and messages containing specific strings of text or keywords, to reduce exposure to spam, bot content, or unwanted material.
SOURCE TRANSMISSION
“The bots on Tumblr, man. I wish there was a feature that allowed you to block certain strings of text. It'd instantly kill a lot of this crap.”
CLASSIFIER RATIONALE
Clear expression of unmet demand for a content filtering feature. The author identifies a specific problem (bot spam on social media) and describes a concrete solution (keyword/string blocking) they believe would be valuable. While framed as a Tumblr-specific complaint, the underlying need—blocking content by text patterns—is a generalizable product category.
CAPTURED June 17, 2026 at 00:56 UTC · STAGE 1+2 CLASSIFIER