Qualify leads with the evidence that made them relevant
A qualified lead is not simply a person who matches a title or used a keyword. Privly keeps source evidence, intent, fit, exclusions, and timing visible so a reviewer can understand why an opportunity belongs in the lead pipeline—and why another one does not.
The problem
What this page helps you fix
Firmographic fit is often mistaken for active demand.
Strong pain is mistaken for fit even when the company falls outside the offer or constraints.
Scores are hard to trust when the underlying evidence disappears.
Teams move leads to outreach before deciding what the evidence actually supports.
Privly workflow
How Privly helps
- Keep explicit pain, active search, switching language, recommendation requests, and other evidence attached.
- Check ICP, offer, use case, geography, company context, and exclusions separately from intent.
- Record the qualification reason and confidence instead of relying only on a score.
- Choose a next action that matches the evidence: public help, private outreach, nurture, monitor, or reject.
Comparison
Fit and intent are separate decisions
Treating them separately prevents both enthusiastic false positives and missed high-fit opportunities.
| Fit | Intent | Practical treatment |
|---|---|---|
| High | High | Prioritize for timely review |
| High | Low | Monitor or nurture; do not force outreach |
| Low | High | Usually reject or refer; the pain alone is not enough |
| Unclear | Unclear | Gather evidence before assigning a next action |
Execution workflow
How to put it into practice
Read the source
Identify the exact words or activity that created the candidate.
Classify intent
Separate active search, explicit pain, switching, research, and weak mentions.
Check fit
Compare the person or company with the reviewed ICP, offer, use case, and exclusions.
Review timing and confidence
Decide whether the evidence is current and strong enough for action.
Record the decision
Preserve the reason, lead status, and appropriate next action.
FAQ
Common questions
What is evidence-based lead qualification?
It is qualification where the source behavior, fit criteria, exclusions, timing, and decision reason remain available for a reviewer to verify.
Can AI make the final qualification decision?
AI can organize and explain evidence, but Privly keeps the profile and next action reviewable so users retain judgment.
What happens to a low-fit high-intent lead?
The usual decision is to reject, refer, or avoid outreach. Strong intent does not make an unsuitable customer a good lead.
Make every qualification decision explainable
Keep source evidence, fit reasoning, exclusions, and the next action together in Leads.