Deal Scoring and Margin Analytics
Score open quotes against your historical won deals, surface at-risk deals with clear reasons, and analyze margin by dimension to find profit leaks.
The problem
Pipeline reviews run on gut feel: every rep believes their deals will close, and margin problems surface only after the quarter is booked. Managers need a way to compare open deals against what actually won in the past, not against optimism.
How it works in Neblex CPQ
Neblex CPQ scores open quotes against your historical won deals. The scoring model is transparent, so a score is something a manager can inspect and explain rather than a number from a black box.
The at-risk deals report gathers the open deals that need attention and attaches concrete reasons rather than a bare flag. Managers walk into pipeline reviews knowing which deals need intervention and why.
Margin analysis breaks profitability down by dimension, so you can see where discounting erodes margin. Rep performance reporting completes the picture by showing how individual sellers compare on the deals they close.
Step by step
Score against history
Open quotes are benchmarked against your historical won deals with a transparent scoring model you can inspect.
Review at-risk deals
The at-risk report lists open deals that need attention, with concrete reasons attached.
Break down margin
Margin analysis by dimension shows where discounting erodes profitability.
Compare rep performance
Rep performance reporting places individual results side by side.
Steer the pipeline
Use scores, risk reasons, and margin views in pipeline reviews to decide where to spend attention.
Platform capabilities used
- Deal scoring against historical wins
- Transparent scoring model
- At-risk deals report
- Margin analysis by dimension
- Rep performance reporting
Common questions
How are deal scores calculated?
Scores are benchmarked against your own historical won deals, and the scoring model is transparent by design. You can see how a score is produced instead of trusting an opaque prediction.
What does the at-risk report show?
It lists open deals that warrant attention and attaches concrete reasons. Managers know what to address rather than just which deals look weak.
Can margin be analyzed across the business?
Yes. Margin analysis works by dimension, and rep performance reporting adds a per-seller view. Profitability questions can be answered at more than one level.
Related use cases
Margin Protection
Cost and margin are visible per line and per quote, floors enforce a minimum during pricing, and low-margin deals route to approval automatically.
Sales OperationsTerritory and Quota Management
Build territories on a visual rule canvas, enforce access on quotes, track quota attainment in real time, and split credit across reps on won deals.
Approvals & GovernanceQuote Lifecycle Governance
Govern every quote with expression-gated stage transitions, revision snapshots with restore, required business outcomes, and a complete audit log.
See it on your own catalog
Bring your product model and pricing rules and we will walk this workflow with your data.