Free Interactive Tool

Predictive dialer abandon-rate estimator

Predictive dialing keeps agents busy by placing more calls than there are free agents — but push too hard and connected calls get abandoned. Model the trade-off between agent utilization and abandonment risk, and see how your pacing compares to the commonly-cited 3% cap.

Quick answer

What causes predictive dialer call abandonment? A predictive dialer over-dials to keep agents talking, so when live connections arrive faster than agents free up, the extra connected calls are abandoned. The more aggressively you pace (higher offered load relative to agent capacity), the higher both agent utilization and the abandonment rate. US telemarketing safe-harbor guidance is commonly cited as a 3% abandonment cap. This tool estimates the abandonment rate from your agent count and pacing intensity using the Erlang B model.

Your campaign

Estimated abandonment rate

4.2%

Commonly-cited safe-harbor cap: 3%

Agent utilization 82%
Agent idle time18%
Live connects / hour306
Dials placed / hour1,063

To stay under 3% abandonment

Keep pacing intensity at or below 85%.

How DialerBee manages this

How this estimator works

The abandonment estimate uses the Erlang B model, treating your agents as servers and the offered load of live connections as traffic. Pacing intensity sets the offered load as a percentage of agent capacity; the model returns the probability that a connection arrives with no free agent (an abandoned call). Utilization is the carried load per agent; connects and dials per hour are derived from your handle time and connect rate.

This is an illustrative steady-state model, not a measurement or guarantee. Real predictive dialers use look-ahead pacing, answering machine detection, and live feedback that this simplified model does not capture, so actual abandonment varies. The 3% figure is commonly cited from US telemarketing safe-harbor guidance and is provided as general information, not legal advice — confirm the rules that apply to you. See our predictive dialer and the abandon-rate guide.

FAQ

Abandon-rate questions

What is a call abandonment rate?
In predictive dialing, an abandoned call is one where a person answers but no agent is available to talk to them within the allowed time, so the call is dropped. The abandonment rate is abandoned connections divided by total live connections. US telemarketing safe-harbor guidance is commonly cited as a 3% cap, but you should confirm the rules that apply to your calls.
How do I lower my abandonment rate?
Reduce pacing intensity so live connections don't outrun free agents, add agents to the campaign, or improve prediction so the dialer places calls more precisely. There is a trade-off: pacing more conservatively lowers abandonment but raises agent idle time. This estimator helps you find a balance.
Why is there a trade-off between utilization and abandonment?
Keeping every agent constantly talking requires supplying connections at or above agent capacity, which guarantees that some connections arrive with no free agent. Backing off to protect against abandonment necessarily leaves some agents briefly idle. The Erlang B model quantifies this relationship.
Is this the exact abandonment rate my dialer will produce?
No. It is an illustrative steady-state estimate. Real systems use look-ahead algorithms, answering machine detection, and continuous feedback that a simplified model can't fully represent. Use it for planning and intuition, not as a compliance measurement.