Session-Based Billing vs. Per-Message Markup: What You Save
Comparing 8-turn session units with traditional per-message SaaS charges across 100,000 monthly customer interactions.
Many customer service platforms charge a base fee plus $0.05 - $0.10 per AI message sent. As conversational depth grows, marketing and support budgets face catastrophic unpredictability.
1. Why Per-Message Pricing Punishes Engagement
If an agent asks clarifying questions ("What model number?", "Could you send a screenshot?"), per-message platforms charge the customer for every single token exchange.
This incentivizes businesses to configure overly terse, unhelpful bots that rush to end conversations.
2. The Flowk 8-Turn Session Architecture
Flowk utilizes structured Session Units. 1 Session Credit covers up to 8 conversation turns or 60 minutes of inactivity.
Furthermore, our 2-session hard ceiling ensures no single continuous issue can ever consume more than 2 credits, shielding finance teams from infinite loops or malicious scraper attacks.
Conclusion
Session-based billing aligns platform pricing with actual customer issue resolution, rather than artificial chat verbosity.
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