article thumbnail

Data-Driven Sales Forecasting Using Facts, Not Feelings [Part 1]

Zoominfo

Unlike meteorologists or economists, their industry doesn’t use data as the bedrock of forming their forecasts. Accurate sales forecasting is one of the most important skills sales leaders and sales organizations as a whole can have. Some 57% of sales reps do not accurately forecast their pipeline. This has to change.

article thumbnail

3 Common Data Quality Challenges That Undermine Sales Forecast Accuracy

Sales and Marketing Management

Author: Steve Rietberg and Craig Riley, Gartner In uncertain economic times accurate, timely, and actionable sales forecasts are more important than ever. A combination of real and perceived data quality issues often drive skepticism from sales leaders and sellers. Poor CRM Adoption and Discipline.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Optimizing Go-to-Market Modeling With AI and Clean Data

Zoominfo

With new developments surfacing at breakneck speed, it’s more important than ever to remember that diverse and accurate data serves as the backbone for effective AI models. That positions data leaders at the heart of this global transformation, ushering in the next era of AI-ready data. The good news?

Lead Rank 130
article thumbnail

Data-Driven Sales Forecasting Using Facts, Not Feelings

Zoominfo

Unlike meteorologists or economists, their industry doesn’t use data as the bedrock of forming their forecasts. Accurate sales forecasting is one of the most important skills sales leaders and sales organizations as a whole can have. Some 57% of sales reps do not accurately forecast their pipeline. This has to change.

article thumbnail

GTM Automation: Unlocking the Power of Data for Sales and Marketing Teams

Zoominfo

For years, go-to-market leaders lived by the laws of growth through sales capacity. What we’re seeing in the market is companies running with smaller teams and supplying them with more accurate and highly personalized datasets, to drive more revenue,” says Millie Beetham, director of ZI Labs & GTM innovation at ZoomInfo.

article thumbnail

How Machine Learning Can Help With Sales Forecasting

Hubspot Sales

Sales teams dedicate a lot of their time to forecasting. Yet, over 50% of sales leaders question the accuracy of their sales forecasting efforts. Since sales forecasting is a rather complex and time-consuming process, organizations seek ways to improve it, with many turning to machine learning.

article thumbnail

Sales Forecasting Techniques for the Year's Final Quarter

The Center for Sales Strategy

Sales forecasting involves predicting future sales patterns and identifying opportunities and risks within your market. Are you tired of missing out on your sales targets quarter after quarter?