Botanalytics provides conversational analytics specifically for AI-powered bots and assistants: automatic clustering categorizes unstructured text data by content similarity, Intent Enrichment generates sample utterances to improve a bot’s own NLP model training, and Pre-Deployment Testing validates AI models against historical conversation data before they go live, across 20-plus languages and platforms like Alexa, Google Assistant, and Microsoft Bot Framework.
Generating training data to improve a bot’s own NLP model, rather than just reporting on how the bot performed after the fact, is the feature that actually closes the improvement loop – most bot analytics tools tell you where a conversation broke down, while Intent Enrichment goes a step further by producing the additional training utterances needed to actually fix the gap. Pre-deployment testing against real historical conversation data also catches regressions before they reach live users, rather than discovering a broken intent after deployment.
Botanalytics also covers conversation flow visualization, user retention tracking, event and funnel analysis, and cohort/segment creation for personalization, with a reported 40,000-plus bots analyzed and 100 billion-plus messages processed across 6-plus major conversational AI platforms. A free signup is available to get started; further pricing details aren’t specified on the homepage.
