Use Case

Lead Scoring


Lead scoring helps sales reps determine the best time to reach out to a customer and enables them to focus their efforts on leads that are most likely to close. Through automation, sales organizations can assign a score to each lead based on where that lead is in the funnel, how much that lead may be worth, and how that lead was acquired.

Top-Line Growth

Focus on the highest value leads first

Efficiency Gains

Automate lead scoring daily

Automate lead scoring daily

Optimize customer journey through sales process


Business Problem

One of the main roles of marketing is to generate leads and send them to sales to close. But not all leads are equally ripe for closing and if sales receive too many poorly qualified leads too often, it leads to tension between the departments. Lead scoring helps defuse that tension by ranking leads according to criteria that indicate the prospect’s readiness to purchase. It reduces noise in the qualified leads (QL) pool and ensures that sales route the lead according to pipeline goals.

For lead scoring to work, marketing and sales must arrive at a model for defining a qualified lead, including agreement on the data points that go into the model. The problem is that data points such as demographics and number of website visits could come from multiple sources and their relative importance could be in constant flux. Marketing and sales can spend months or entire quarters trying to identify the most useful data points and even longer massaging the data in spreadsheets.

Alteryx Solution

A company with a medium to high volume of leads can’t process and score them all manually. Automated workflows perform the lead scoring by collecting signals from a variety of sources and ranking the signals according to the company’s criteria.

With Alteryx, you can:

  • Automatically pull in engagement and demographic lead data from multiple sources. More data sources mean more flexibility as lead scoring process matures and scales.
  • Apply a rules-based model directly within a workflow, eliminating need to outsource analytics to a third party. This dramatically reduces costs and improves turnaround for lead scoring process.
  • Once lead scoring rules are applied, you can automatically push leads back into database or Customer Relationship Management (CRM) platform to apply prioritization business rules, as well as provide daily reporting on generated leads.

Lead Scoring Designer Workflow

1- Prep/Blend:

Gather data from multiple input sources (MAP and CRM) related to lead engagement and demographics

2- Variable transformation:

Flatten and transform data to create relevant/impactful variables for lead scoring

3- Lead Scoring:

leverage machine learning models to determine which leads are most ready to enter the buying cycle

4- Output Reporting/Sharing:

Push lead score and supplemental information back into MAP and database to support lead SLA creation and follow-up as well as reporting of number of qualified leads generated each day


Recommended Resources

Nucleus Research – Alteryx Highlights AI and ROI at Inspire 2023
At Alteryx Inspire 2023, Alteryx announced various new and extended capabilities to improve its value proposition for certain users or use-cases. This includes expanded cloud platform experiences, cloud-based Location Intelligence for spatial analytics, integrated generative AI capabilities with Alteryx AiDIN, and the Alteryx Maveryx user community.
  • Analytics Maturity
  • Company
  • Analyst
Read Now
Customer Story
Health Care Program Advisors Builds Actionable Models with Snowflake, Alteryx, and Tableau
A boutique healthcare consulting firm uses modern analytics tools to provide advisory services to its clients.
  • Alteryx Designer
  • Alteryx Server
  • Healthcare & Insurance
Read Now
Enable Data and Analytics Innovation for an Era of Perpetual Uncertainty
Fueled by intense and rapid political, environmental, social, and technological change: organizations face a new era of perpetual uncertainty.
  • Analytics Leader
  • Risk Reduction
  • Workforce Upskilling
Read Now