1 · Write your ICP as criteria
Turn the ideal customer into explicit signals: problem, company and role, size, timeline, budget. Vague criteria make vague qualification.
Playbook
The AI lead qualification playbook.
How to qualify every inbound against your ICP in seconds, consistently, so sales only ever talks to real buyers.
The problem
Manual qualification is slow and uneven.
A human can't reply to every lead instantly, ask the same questions every time, or work nights. So leads wait, qualification drifts with whoever is on, and sales burns hours on people who were never going to buy.
Web chat · NRMD agentLIVE
We're looking for help with paid ads.
Happy to help. Are you the one who owns that budget, and roughly how much are you spending a month?
Yes, I'm the marketing director. Around $20k a month.
Great fit. Let's book 20 minutes this week.
The method
Six steps to qualify with AI.
2 · Ask one question at a time
The agent qualifies conversationally, one question per turn, in your brand voice. It feels like a helpful rep, not a form.
3 · Score and tier every lead
Each lead is scored against the criteria and tiered hot, warm or cold, so the team knows where to spend its time.
4 · Set hard guardrails
The agent never invents prices or inventory, never overpromises, and escalates anything outside its scope to a human.
5 · Hand off with full context
Hot leads reach sales with the whole conversation attached, so the human starts where the agent left off, not from zero.
6 · Nurture or filter the rest
Warm leads go to nurture, cold ones are filtered out. Sales stops paying attention to people who were never a fit.
What good looks like
The numbers to watch.
Good qualification shows up as cleaner pipeline and less wasted sales time.
- Qualification rate, consistent day and night
- Sales acceptance of handed-off leads
- Time saved not chasing unqualified leads
Leads · scored and tiered
MD
Marketing Director · $20k/mo · decision-maker
Call booked
MG
Manager · evaluating options
In nurture
ST
Student · research project
Filtered
Try it
How much time is manual qualification costing?
An agent qualifies every inbound first. See the hours your team gets back and the junk it stops chasing.
Your inbound
Leads per month 400
Actually a fit 20%
Minutes to qualify each by hand 8 min
With an agent qualifying first
53 h
of sales time back every month, spent on buyers instead of sorting.
80Qualified handed to sales
320Filtered, never chased
Illustrative. The agent qualifies the full volume; your team only sees the fits.
The shortcut
NRMD runs this playbook for you.
The agents qualify every inbound against your ICP, tier it, and hand off only the real buyers with full context. Sales stops sorting and starts closing.