Revenue generation creates income through commercial activity. For conversational AI, it means connecting user interactions to business outcomes such as increased conversion rates, higher average order value, and greater customer lifetime value. section 3.3.1
Measure revenue generation through outcomes that connect conversational performance with business value:
- Track conversion rates to see whether more users complete purchases or other valuable actions. section 3.3.1
- Track average order value and customer lifetime value to assess the quality and longer-term value of revenue. section 3.3.1
- Translate business goals into measurable metrics so performance and return on investment can be evaluated continuously. section 3.3.1
Automated appointment scheduling
A conversational system can support revenue generation while reducing costs when it automates appointment scheduling. Linking the interaction to measurable business outcomes shows whether the system creates value rather than merely answering questions. section 3.3.1
Table 3.4 Sample metrics derived from business goals in various industries
|
Business goal
|
Resulting metrics
|
Bot type
|
|---|---|---|
|
Increase online sales, and reduce customer service costs.
|
Percentage of checkouts completed by the chatbot without human intervention: Achieving 75% of automated checkouts, leading to a reduction of 100,000 customer service inquiries per day, resulting in a daily cost savings of $500,000.
|
Question answering
|
|
Improve customer support efficiency, and minimize service disruptions.
|
Percentage of inquiries successfully routed to the appropriate department or specialist: 90% of inquiries directed to the relevant support team without the need for manual intervention, leading to a decrease of 40,000 support tickets per day, resulting in a daily cost savings of $700,000.
|
Routing agent
|
|
Enhance booking experience, and decrease support costs.
|
Percentage of automated booking confirmations without agent intervention: Achieving 70% of automated booking confirmations, reducing 80,000 support inquiries per day, resulting in a daily cost savings of $640,000.
|
Process- oriented
|
|
Improve patient engagement, and optimize appointment scheduling.
|
Percentage of appointments scheduled autonomously by the virtual assistant: 90% of appointments are booked autonomously, reducing 30,000 manual scheduling tasks per day, resulting in a daily cost savings of $700,000.
|
Process- oriented
|
Use the metrics table to compare business goals with measurable outcomes, including increased sales, completed checkouts, and customer-service cost reductions. section 3.3.1
