Start with observable signals
Fit, location, category, contactability and verified opportunity can form a strong base.
Expose the reasons
A rep should be able to inspect the evidence behind a high or low score.
Separate fit from opportunity
A business may fit the ideal customer profile but show little verified need, or vice versa.
Recalculate as data changes
New replies, calls and verified evidence should update priority rather than leaving a static score forever.
Frequently asked questions
What should I prioritize when evaluating lead scoring software?
Prioritize verified data quality, workflow fit, clear ownership, measurable outcomes, and graceful handling of provider failures before comparing feature counts.
Can AI replace the human sales process?
AI can remove repetitive preparation and administration, but teams still benefit from human judgment for nuanced qualification, sensitive claims, exceptions, and relationship-building.