Indicators & Usage-Based Pricing
Indicators & Usage-Based Pricing
Indicators are the specific events or actions your AI agents perform. They form the foundation of usage-based pricing: activity-based and outcome-based models.
What are Indicators?
An indicator is a descriptive name for an action or outcome. For example:
- 📝
message-sent - ✅
ticket-resolved - 📊
report-generated - 🎯
meeting-booked
Activity-Based Pricing
Bill customers based on the AI activities they perform - tokens used, API calls made, or actions taken. This is the most common usage-based pricing model.
Scenario: Rachel runs ‘ContentAI’, a service that generates blog posts, social media content, and ad copy using GPT-4 and Claude. Different customers have vastly different needs: a solopreneur might generate 5 articles per month, while a marketing agency generates 500. Charging everyone the same monthly fee would be unfair to light users and leave money on the table with heavy users.
Solution: Rachel uses Paygent to track every content generation request and bill based on actual AI usage:
Activity Indicators Examples:
article-generatedimage-createdmessage-sentcode-reviewedtranslation-completedsummary-created
Result: Rachel’s customers love the fair pricing. Light users pay 800-1,500/month but get massive value. Rachel’s revenue scales perfectly with her AI costs - she’s never losing money on power users.
Outcome-Based Pricing
Charge based on successful outcomes or results achieved, not just activities performed. Customers only pay when they get real value.
Scenario: David built ‘MeetBot AI’, an AI sales assistant that helps B2B companies book qualified meetings. The AI sends personalized outreach emails, follows up with prospects, and books meetings on the calendar. David’s AI might send 100 emails to only book 5 meetings - but customers don’t care about emails sent, they care about meetings booked. How can David align his pricing with customer value?
Solution: David tracks both activities (emails sent) and outcomes (meetings booked), but only charges for successful outcomes:
Outcome Indicators Examples:
meeting-booked→ $50ticket-resolved→ $5sale-closed→ $200candidate-hired→ $1,000bug-fixed→ $25lead-qualified→ $15
Prices shown are examples - set yours based on customer value
Result: David’s customers absolutely love outcome-based pricing. They pay 10,000-50,000 deal. The ROI is crystal clear. David books 50,000 in total. Everyone wins.
Choosing the Right Indicator Strategy
Use Activity-Based When:
- The action itself provides value (content generation, translations, analysis)
- Outcomes are hard to measure objectively
- You need predictable cost-based pricing
Use Outcome-Based When:
- Results are clearly measurable (meetings booked, tickets resolved, sales closed)
- You want to align pricing with customer value
- Customers care about results, not the work done to achieve them
Pro Tip: Hybrid Approach — Many successful AI platforms use both: track activities for transparency and analytics, but charge based on outcomes for clear ROI.
Need property-based billing? By default, indicators bill on raw event count. To aggregate usage from event properties (tokens, hours, bytes, etc.) before pricing, create a Billable Metric and link it to your indicator on the agent setup page.
