Lead Follow-Up
This pattern is built for speed-to-contact. It is typically used for new leads coming from:- Meta ads,
- website forms,
- CRM triggers,
- or other live enquiry sources.
Database Re-Engagement
This pattern is used for large batches of dormant leads, old enquiries, or previous customers. Instead of calling the full list at once, the workflow processes the data in daily batches. Each contact typically receives two attempts across different calling windows, such as morning and afternoon. Results are written back into the reporting system so the team can identify:- who is still interested,
- who needs a follow-up,
- who should be excluded,
- and who should be routed to a human.
Recurring Outreach
This pattern is designed for workflows where new contacts enter the system continuously. Examples include:- debt collection,
- payment reminders,
- appointment reminders,
- recurring customer outreach,
- and operational follow-up flows.
A/B Testing
This pattern is used to compare different agent versions in a structured way. Two versions of the same agent are created with one meaningful difference, such as:- prompt wording,
- voice choice,
- model selection,
- or call flow structure.
- conversion rate,
- answer rate,
- sentiment,
- average duration,
- and transfer rate.
Best practice
Choose the campaign pattern that matches the operational reality of your use case. Use:- Lead Follow-Up for fresh inbound leads,
- Database Re-Engagement for older lists,
- Recurring Outreach for ongoing operational queues,
- and A/B Testing when you want to improve performance systematically.
