A caller ID flagged as spam means a carrier’s call-analytics engine has attached a label — “Spam Likely,” “Scam,” or “Potential Fraud” — to an outbound number before the recipient even sees it ring. The fix requires a combination of STIR/SHAKEN authentication, caller ID rotation, reputation monitoring, and formal carrier remediation requests. Most outbound teams […]
Answering machine detection (AMD) accuracy depends almost entirely on which detection method is running underneath it. Legacy rule-based AMD is generally documented in the low-to-mid 80% range under real-world conditions, while machine-learning classifiers typically achieve accuracy in the mid-to-high 90% range. Modern AI-powered AMD typically reaches 95–99% accuracy, while legacy rule-based systems often top out […]
