ATD Data Analytics for Sales Teams 3

Question 1

Which of the following is an example of a lagging indicator in sales analytics?

Accepted Answer

Closed revenue for the quarter

Answer

Closed revenue is a lagging indicator because it reflects outcomes that have already occurred rather than predicting future performance.

Question 2

A sales ops analyst is building a report to show 'time to first response' for inbound leads. What business problem does this metric address?

Accepted Answer

Speed of follow-up and its impact on conversion

Answer

Time to first response is critical because research shows faster follow-up dramatically improves the odds of converting inbound leads.

Question 3

What does a high 'churn rate' in customer data signal to a sales enablement team?

Accepted Answer

Existing customers are canceling or not renewing at a high rate

Answer

High churn means customers are leaving, indicating potential issues with product fit, onboarding, or customer success handoff.

Question 4

When building a sales analytics dashboard for frontline reps, which design principle should take priority?

Accepted Answer

Display only actionable metrics relevant to daily rep activities

Answer

Dashboards for reps should surface only the metrics they can act on daily, reducing noise and increasing adoption.

Question 5

A sales team wants to understand which content assets accelerate deal closure. What type of analysis should they run?

Accepted Answer

Content attribution analysis tied to deal outcomes

Answer

Content attribution analysis links specific assets to deal stages and outcomes, revealing which content drives faster closes.

(ATD) ATD Sales Enablement Certification Practice Test