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Chatbot Software with A/B Testing (2026)

Last updated: February 2026

Key features of Chatbot Software

Based on GetApp's analysis of verified user reviews collected between July 2021 and August 2024.

Automated Responses: Reviewers appreciate automated responses for providing quick, consistent replies and reducing the need for manual intervention, enhancing customer satisfaction. 95% of reviewers rated this feature as important or highly important.
AI/Machine Learning: Users highlight AI/ML for its continuous learning, improving response accuracy, handling repetitive tasks, and reducing human dependency. 92% of reviewers rated this feature as important or highly important.
Natural Language Processing: Reviewers value NLP for understanding queries accurately, handling multiple languages, and providing human-like interactions. 91% of reviewers rated this feature as important or highly important.
Customer Support: Customers find the support teams responsive and helpful, providing prompt assistance and ensuring smooth user experiences. 91% of reviewers rated this feature as important or highly important.
Live Chat: Users enjoy live chat for real-time communication, immediate problem resolution, and enhancing customer engagement and satisfaction. 89% of reviewers rated this feature as important or highly important.
Transcripts/Chat History: Reviewers find chat history useful for tracking interactions, improving service quality, and maintaining detailed records for future reference. 84% of reviewers rated this feature as important or highly important.