sdr-humanizer

What problem does it solve?

It prevents AI outreach from sounding robotic by turning generated sales copy into natural, culturally aware, trust-building conversations with realistic pacing.

Core Features & Use Cases

• Message pacing control: Breaks long outputs into 2-3 short messages and applies human-like delays between sends, including optional voice-message guidance where supported.
• Typing indicator timing: Simulates typing time based on reply length to reduce “instant send” unnaturalness.
• English-first conversation rules: Keeps replies in professional English, with an opt-in operator self-chat path for bilingual scenarios (triggered by identity settings).
• Conversation flow shaping: Ensures one question at a time, references prior context naturally, and supports proactive but relevant market insight.
• Cultural adaptation: Adjusts tone by region (Middle East, Southeast Asia, Latin America, Europe, Africa) to better match expectations.
• Anti-pattern prevention: Avoids AI disclosure, duplicate spammy copy, buzzwords, overpromising, and off-hours messaging.

Quick Start

Ask the AI to rewrite the draft reply for a B2B customer into a human-like WhatsApp message that follows realistic pacing, asks only one question, and matches the target region’s tone.