Browser ExtensionAI DetectionSocialProductivity

AI Comment Blocker

Detect and hide bot-like AI comments on social platforms

Problem
Users complain that comment sections on X/Twitter and other tech communities are flooded with replies that 'smell like AI', from accounts whose profiles are packed with AI-related content, likely auto-generated. There is no practical way to filter them out, and they are polluting technical discussion.
Solution
A browser extension that scores each comment on the timeline for templated phrasing, hollow summaries, over-politeness, and abnormal account posting patterns, then collapses or flags those above a threshold. Users can customize keywords and block rules, and see an explainable reason for each judgment.
Users
Heavy users of X/Twitter, Reddit and similar communities: developers, open-source maintainers, content creators.
MVP
Browser extension; local rule-based template and phrasing detection; heuristic AI-content score for account profiles; one-click collapse/block; rule import/export.
Revenue
Free core rules plus a subscription for advanced rule packs and cloud model (around $5/mo), or a one-time purchase.
Why now
AI-generated comments have flooded platforms while moderation lags, users are highly sensitive to the 'AI smell', and small local models are enough for lightweight detection.

Source discussions · 1

  1. V2EX[问与答] 推特上怎么好多回复一股 AI 味0↑ 3
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