About Bot Sniffer

What is Bot Sniffer?

Bot Sniffer is a free online tool that helps you identify potential bot-like behavior in social media text. Simply paste any text (tweets, comments, posts) and our hybrid detection system will analyze it to generate a "bot score" from 0 to 100.

How Does It Work?

Our detection system uses a hybrid approach combining pattern matching with AI-powered analysis:

Pattern Matching (60% weight):

• Political Attack Language: Divisive rhetoric designed to create conflict
• Emotional Manipulation: Fear-mongering, outrage bait, and extreme emotions
• Conspiracy Keywords: Known disinformation narratives and unfounded claims
• Amplification Tactics: CAPS, urgency language, and viral manipulation
• Template Phrases: Common bot phrases used in coordinated campaigns
• Authenticity Scoring: Vocabulary diversity and natural language patterns

AI Analysis (40% weight):

• Nuanced Detection: AI evaluates context and sophistication
• Manipulation Tactics: Identifies specific persuasion techniques
• Narrative Detection: Recognizes coordinated messaging and agendas
• Authenticity Markers: Identifies signs of genuine human writing

Important Disclaimer

Bot Sniffer provides an estimate based on publicly available data and predefined rules. No detection tool is 100% accurate. Some legitimate accounts may score high due to unusual but genuine behavior, and sophisticated bots may evade detection. This tool is intended for informational and educational purposes only.

Contact

For questions, feedback, or concerns, please contact us at: contact@bot-sniffer.com