Signals are behavioral and intent patterns that Chordia's Compass engine identifies across customer conversations. Each signal represents something specific that happened — or didn't happen — during an interaction. Unlike keyword matching or sentiment scores, signals are grounded in the structure of the conversation: what was said, in what context, and what it means for your operation.
sig.additional_service_recommended

Additional Service Recommended

Sales & Retention
  |  
Universal

What This Signal Detects

An additional service recommendation occurs when agents proactively suggest products, services, repairs, or upgrades that weren’t part of the customer’s original inquiry. This includes preventive maintenance suggestions, complementary services, equipment upgrades, or additional products that could benefit the customer based on their current situation or needs.

This signal identifies proactive recommendations rather than responses to direct customer questions. The agent took initiative to suggest something additional that could help the customer, moving beyond just addressing the immediate request to offering broader value.

Why It Matters

Additional service recommendations represent missed revenue when they don’t happen and customer value when they do. Customers often aren’t aware of all available solutions or preventive measures that could save them money, time, or future problems. Effective recommendations build customer relationships while growing revenue.

The skill differential is significant between agents who only respond to customer requests and those who proactively identify additional value opportunities. Top performers consistently recognize when customers could benefit from additional services and know how to present these recommendations in ways that feel helpful rather than pushy.

Tracking recommendation patterns reveals training opportunities and revenue optimization potential. Understanding which agents successfully make additional service recommendations — and which types of recommendations customers accept — enables systematic improvement in both customer value and business results.

How It Works

Compass identifies interactions where agents made proactive suggestions for additional products, services, or solutions beyond the customer’s original request. This includes maintenance recommendations, service upgrades, complementary products, or preventive measures that could benefit the customer.

The detection focuses on agent-initiated recommendations rather than customer-requested information. When agents recognize opportunities to provide additional value and proactively suggest solutions, it demonstrates consultative selling skills and customer advocacy.

What Teams Do With This

Sales managers track recommendation rates and acceptance rates to identify high-performing agents and successful recommendation strategies. Agents who consistently identify additional service opportunities and present them effectively drive both customer satisfaction and revenue growth.

Training teams use recommendation data to develop coaching programs that help more agents recognize value opportunities. The best performers can share techniques for identifying when customers would benefit from additional services and how to present recommendations persuasively.

Service managers analyze which types of recommendations customers accept most often. This intelligence helps refine service offerings and agent training to focus on the most valuable and customer-appreciated additional services.

This signal is part of Chordia’s Quality Monitoring capabilities.