How to Use Conversation Flow Predictor
Use the Conversation Flow Predictor when a reply feels abrupt and you want a quick continuity check. Paste the previous message into the first field and the candidate reply into the second field. Then choose the current intent: question, answer, or topic pivot. The result indicates whether the next conversational move can be direct or needs a smoother transition.
A high score supports a focused follow-up because the two messages share enough wording and direction. A middle score suggests a bridge sentence, such as briefly acknowledging the previous point before moving forward. A low score means the reply may feel like a reset, so adding a summary or explicit topic change will usually make the exchange easier to follow.
Formula & Theory - Conversation Flow Predictor
The browser tokenizes both messages, removes punctuation boundaries, and compares keyword overlap. It then adds small signals for intent and question marks because questions often invite continuation. The continuity score is a lightweight blend of keyword similarity and interaction shape, normalized to 0-100.
This is not semantic embedding or AI completion. It is a transparent heuristic for local drafting. The goal is to expose when a message has enough shared context to continue naturally and when the writer should add a bridge. That makes it useful for prompt writing, support scripts, interview notes, and facilitation.
Use Cases for Conversation Flow Predictor
Use the Conversation Flow Predictor in these situations:
- Test chatbot conversation turns before implementing them.
- Improve customer support replies that need to feel coherent.
- Prepare interview follow-ups that stay connected to the previous answer.
- Edit meeting notes into smoother facilitation prompts.