Overview
SpringIQ: Fit Score is part of AwardSpring's SpringIQ intelligence suite. It allows administrators to evaluate applicants based on how well they align with the goals of a scholarship using a structured scoring rubric. Instead of only filtering applicants by qualifications, Fit Score helps rank and differentiate students based on qualitative and preference-based inputs.
Enabling Fit Score
To begin using Fit Score, you must enable it at the scholarship level.
Navigate to your scholarship tab
Select a scholarship you want to add a Fit Score to
Locate the SpringIQ: Fit Score tab option
Enable FIT Score
Once enabled, you can begin configuring the inputs that will contribute to the score.
Configuring Fit Score Inputs
FIT Score can pull from any application data point. This includes:
General application questions
Before apply additional requirement questions
That said, before apply questions are especially useful because they allow you to capture scholarship-specific identifiers early in the process.
Step 1: Identify What You Want to Measure
Start by defining what “fit” means for your scholarship.
Example (Unity Scholarship):
Community service involvement
Leadership
Unity and inclusion impact
Measurable outcomes
Step 2: Map Questions to Those Criteria
You can use a mix of:
Existing application questions (e.g., service hours from the general application)
Scholarship-specific questions (before-apply or supplemental)
Fir score is very effective for matching students based on preferences that are not hard qualification.
Step 3: Build a Scoring Rubric
Create a rubric with clearly defined criteria and scoring levels. Each criterion should:
Align directly with your questions
Include detailed descriptions for each score level
Use fixed point values are encouraged
Note: Scoring scale is set to 100 points
Example criteria:
Unity & Inclusion
Depth of Service
Leadership
Impact
Reflection
Reviewing FIT Scores
Once applications are submitted and scored, FIT Scores can be reviewed in the Award & Deny workflow.
Step 1: Navigate to Award & Deny
Go to your scholarship
Select the Award & Deny tab
Step 2: Expand an Applicant
Click on a student record
Expand the application details
Navigate to AI Summary
Adding FIT Score as a Column
To quickly compare applicants, you can display FIT Score directly in the Award & Deny table.
In the Award & Deny tab, click on the 'Edit Columns' button on the right
Search Fit Score and add the data point
Add FIT Score to the visible columns
Apply changes
This allows you to:
Sort applicants by FIT Score
Compare alignment at a glance
Note: Fit Score can also be added as a data point in Smart Reports
Frequently Asked Questions
Is Fit Score the same as Summary Score?
No. SpringIQ: Summary Score is score for each applicant based on their overall profile — the same score regardless of which scholarship you're viewing. SpringIQ: Fit Score is scholarship-specific: it evaluates how well that applicant fits the requirements of a particular scholarship and will differ across scholarships.
Can I enable Fit Score for some scholarships and not others?
Yes. Fit Score is activated per scholarship, giving you full control over which scholarships use it.
Will Fit Score automatically award or deny applicants?
No. Fit Score is purely informational. It provides a data point to help your team make more confident awarding decisions but does not take any automatic action on applications.
Will Fit Scores update if a student changes their application?
Yes. Fit scores automatically recalculate when a student's relevant responses are updated.