Targeting controls
Look for flexible filters around niche, geography, resource type, campaign purpose and exclusions.
Source transparency
Reps should be able to see where important facts came from and when they were observed.
Deduplication
A platform should prevent the same business from repeatedly entering campaigns under slightly different names or URLs.
Actionability
The list should already contain enough context for a rep to understand the account and decide the next step.
Frequently asked questions
What should I prioritize when evaluating prospecting 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.