ICP-based deal scoring
Pipeline Scoring compares every opportunity against the patterns found in your best customers, giving you a fit score that predicts close probability.
ICP Fit Scores
Every deal gets a score based on how well it matches your validated ICP patterns.
Pipeline Segmentation
See your pipeline segmented by fit tier: high-fit, medium-fit, low-fit.
Score Explanations
Understand why each deal got its score—which attributes contributed positively or negatively.
Automatic Updates
Scores update as deal attributes change, so you always have current intelligence.
Beyond traditional lead scoring
Scoring Basis
Based on patterns from your actual closed-won deals
Based on generic benchmarks or gut feel
Pattern Depth
Multi-dimensional patterns (combinations of attributes)
Single-attribute scoring (just company size, etc.)
Transparency
See exactly why each deal got its score
Black-box scoring you can't explain
Validation
Statistically validated against win rates
Assumed to be accurate without validation
How scoring works
Pattern Matching
Each deal is compared against the multi-dimensional patterns found in your closed-won analysis.
Weighted Scoring
Attributes are weighted by their predictive power—stronger predictors have more influence on the score.
Confidence Intervals
Scores include confidence levels based on data completeness and pattern strength.
Real-time Updates
When deal attributes change in your CRM, scores recalculate automatically.
Why ICP-Based Scoring Matters
Traditional pipeline management treats all deals as equal. A $50K opportunity in Stage 3 is a $50K opportunity—regardless of whether it fits your ICP.
But fit matters enormously:
- High-fit deals close at 2x+ the rate of low-fit deals
- High-fit deals have shorter sales cycles
- High-fit customers have higher LTV and lower churn
ICP-based scoring gives you visibility into pipeline quality, not just quantity. You can prioritize deals that are likely to close, not just deals that are large.
How to Use Pipeline Scores
Pipeline scores are most valuable when integrated into your workflow:
- Deal prioritization: Focus rep time on high-fit deals first
- Forecast adjustment: Weight forecasts by ICP fit, not just stage
- Pipeline reviews: Review by fit tier to understand true pipeline health
- Coaching: Help reps with low-fit pipelines improve qualification
Frequently Asked Questions
How accurate are the scores?
Scores are based on patterns from your actual wins. Accuracy depends on your data quality and volume. We show confidence levels so you know how much to trust each score.
Can I customize what factors go into scoring?
Yes. You can specify which attributes matter most to your business, and we'll weight them accordingly in scoring.
Does this replace my existing lead scoring?
It complements it. Use engagement scoring for timing (who's ready now) and ICP scoring for fit (who's likely to close).
How do I see scores in my CRM?
Most teams use our dashboard for pipeline review. We can also push scores to your CRM if needed.
See which deals are actually closeable
Get your free ICP analysis for ICP-based pipeline scoring. Stop treating all pipeline as equal.
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