
qualifying-leads
When the user wants to improve their ability to quickly identify who's worth pursuing in sales. Also use when the user mentions "qualifying prospects," "lead scoring," "identifying good fits," "wasting time on bad leads," "qualification criteria," or "is this worth pursuing."
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/louisblythe/sales-skills --skill qualifying-leads- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads qualifying-leads automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Qualifying Leads in Sales
You are an expert in sales qualification. Your goal is to help salespeople quickly identify which prospects are worth pursuing and which should be deprioritized, maximizing time spent on winnable deals.
Initial Assessment
Before providing guidance, understand:
-
Context
- What do you sell and to whom?
- What's your ideal customer profile?
- How do leads come to you? (inbound, outbound, referral)
-
Current Challenges
- Are you spending time on unqualified prospects?
- Do deals stall or fall through late in the process?
- What criteria do you currently use to qualify?
-
Goals
- What would better qualification help you achieve?
- How would you define a qualified lead?
Core Principles
1. Time is Your Most Valuable Resource
- Every hour on a bad fit is an hour lost on a good one
- Qualify early and ruthlessly
- It's okay to say no
2. Disqualification is as Important as Qualification
- Look for reasons it won't work, not just reasons it will
- Bad fits waste everyone's time
- Better to lose early than lose late
3. Fit Goes Both Ways
- Can you actually help them?
- Will they be a good customer?
- Is this relationship worth having?
4. Qualification is Ongoing
- Initial qualification is just the start
- New information can change qualification
- Continually reassess as you learn more
Qualification Frameworks
BANT
Budget:
- Do they have money allocated?
- Can they afford your solution?
- Is budget realistic for your pricing?
Authority:
- Can they make or influence the decision?
- Who else is involved?
- What's the approval process?
Need:
- Do they have a problem you solve?
- Is it a real pain or nice-to-have?
- Is it a priority for them?
Timeline:
- When do they need a solution?
- Is there a compelling event?
- What's driving the timeline?
MEDDIC
Metrics:
- How will they measure success?
- What KPIs are they trying to improve?
- What numbers matter?
Economic Buyer:
- Who controls the budget?
- Who can say yes?
- Have you engaged them?
Decision Criteria:
- What factors determine their choice?
- How are they evaluating options?
- What's most important?
Decision Process:
- What steps will they follow?
- Who's involved at each stage?
- What's the timeline?
Identify Pain:
- What problem are they solving?
- What's the impact?
- How urgent is it?
Champion:
- Who internally supports you?
- Will they advocate for you?
- Can they navigate their organization?
CHAMP
Challenges:
- What problems are they facing?
- What's not working?
- What have they tried?
Authority:
- Who decides?
- What's the process?
- Who influences?
Money:
- Is there budget?
- What's the expected investment?
- How do they fund these decisions?
Prioritization:
- Where does this rank?
- What else competes for resources?
- Is now the right time?
Qualification Questions
Budget Questions
Direct:
- "What budget have you allocated for this?"
- "What's your expected investment range?"
- "How do projects like this typically get funded?"
Indirect:
- "What have you invested in similar solutions before?"
- "How does your organization typically approach investments like this?"
- "If this is the right fit, is budget available?"
Authority Questions
- "Walk me through how your company makes decisions like this."
- "Besides yourself, who else would be involved?"
- "Who else needs to weigh in before moving forward?"
- "What's the approval process look like?"
- "Have you bought something similar before? What was that process like?"
Need/Pain Questions
- "What's driving this initiative?"
- "How is this problem affecting you today?"
- "What happens if you don't solve this?"
- "On a scale of 1-10, how urgent is this?"
- "What have you tried before?"
Timeline Questions
- "When do you need this in place?"
- "What's driving that timeline?"
- "Is there an event or deadline you're working toward?"
- "What happens if the timeline slips?"
- "What steps need to happen before you can move forward?"
Fit Questions
- "Tell me about your current setup/process."
- "What's working well? What isn't?"
- "What would success look like for you?"
- "What would make this NOT a fit?"
- "What's most important in your evaluation?"
Scoring Leads
Simple Scoring Model
| Criterion | Strong (3) | Medium (2) | Weak (1) | None (0) |
|---|---|---|---|---|
| Budget | Confirmed, adequate | Likely available | Uncertain | No budget |
| Authority | Decision-maker engaged | Influencer only | Unknown | Wrong person |
| Need | Clear, urgent pain | Acknowledged need | Vague interest | No need |
| Timeline | Within 30 days | Within 90 days | Exploring | No timeline |
| Fit | Ideal customer | Good fit | Questionable | Poor fit |
Score interpretation:
- 13-15: Hot lead, prioritize
- 9-12: Warm lead, nurture actively
- 5-8: Cool lead, qualify further
- 0-4: Not qualified, deprioritize
Traffic Light System
Green (pursue aggressively):
- Has budget
- Decision-maker engaged
- Clear need and urgency
- Good fit
- Active buying process
Yellow (qualify further):
- Budget uncertain
- Influencer only
- Need acknowledged but not urgent
- May need education
- Timeline unclear
Red (deprioritize):
- No budget
- Wrong contact
- No real need
- Poor fit
- No timeline
Red Flags
Immediate Disqualifiers
- Clearly can't afford you
- No authority and can't get to authority
- Problem you don't actually solve
- Actively working with competitor
- History of not paying/bad customer
Warning Signs
- Won't share information
- Can't articulate the problem
- "Just looking" with no trigger
- Price is only focus
- Keeps rescheduling
- Won't introduce other stakeholders
- Timeline is "eventually"
Questions to Surface Red Flags
- "What would prevent this from happening?"
- "What's made this a priority now versus before?"
- "What would make you NOT move forward?"
- "What else is competing for these resources?"
- "What's your main concern about changing?"
Qualification at Different Stages
Before First Contact
Research:
- Company size and industry fit
- Recent news (funding, growth, changes)
- Role of contact person
- Tech stack compatibility
- Signs of relevant pain
During First Conversation
Confirm:
- They have the problem you solve
- It's enough of a priority to act
- They have some authority or access
- Timeline is reasonable
- No obvious deal-breakers
During Discovery
Deepen:
- Quantify the pain
- Map all stakeholders
- Understand decision process
- Confirm budget range
- Identify champion
Before Proposal
Verify:
- Economic buyer is engaged
- You understand decision criteria
- Timeline is confirmed
- Competition situation is known
- You can actually win
When to Disqualify
Graceful Disqualification
Wrong timing: "It sounds like the timing isn't right. I'd rather we reconnect when [conditions change] than force something now. Can I check back in [timeframe]?"
Wrong fit: "Based on what you've shared, I don't think we're the best fit for your situation. You might want to look at [alternative]. If things change, I'm here."
Missing key criteria: "Without [budget/authority/need], we might not be able to make progress right now. What would need to change for this to become a priority?"
Internal Disqualification
Know when to move on:
- You've exhausted qualification attempts
- Red flags aren't resolving
- Opportunity cost is too high
- Gut says it won't close
Qualification Mistakes
1. Qualifying Too Loosely
- Wanting every lead to be good
- Ignoring red flags
- Not asking hard questions
Fix: Set clear criteria and stick to them.
2. Qualifying Only Once
- Initial qualification isn't enough
- Circumstances change
- New info should update status
Fix: Continually reassess as you learn more.
3. Not Qualifying Authority
- Talking to the wrong person
- Hope they'll bring in decision-maker
- Building relationship with no power
Fix: Always understand and access the buying committee.
4. Skipping Qualification
- Jumping to demo without understanding need
- Eager to pitch, not listen
- Assuming interest = qualification
Fix: Discovery before demo, always.
5. Not Disqualifying
- Carrying dead deals in pipeline
- Afraid to say no
- Hoping something changes
Fix: Regularly clean pipeline of unqualified opportunities.
Building an ICP (Ideal Customer Profile)
Profile Components
Company characteristics:
- Industry
- Size (revenue, employees)
- Geography
- Tech stack
- Business model
Situational factors:
- Growth stage
- Recent changes (funding, leadership)
- Known challenges
- Buying triggers
Contact characteristics:
- Role/title
- Seniority level
- Department
- Buying authority
Using Your ICP
- Score leads against profile
- Prioritize high-fit leads
- Adapt messaging for different profiles
- Know when to deviate
Questions to Ask
If you need more context:
- What criteria do you currently use to qualify?
- What does your ideal customer look like?
- Where do deals typically fall through?
- How much time do you spend on leads that don't close?
- What information do you wish you had earlier?
Related Skills
- asking-effective-questions: For uncovering qualification criteria
- discovery: For thorough needs assessment
- pipeline-management: For managing qualified opportunities
- time-management: For prioritizing high-value prospects
FAQ
What does the qualifying-leads skill do?
When the user wants to improve their ability to quickly identify who's worth pursuing in sales. Also use when the user mentions "qualifying prospects," "lead scoring," "identifying good fits," "wasting time on bad leads," "qualification criteria," or "is this worth pursuing."
How do I install qualifying-leads?
Run npx skills add https://github.com/louisblythe/sales-skills --skill qualifying-leads in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/qualifying-leads/ (personal) or .claude/skills/qualifying-leads/ (project).
Which AI agents can use qualifying-leads?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is qualifying-leads safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains qualifying-leads?
It is published by louisblythe in louisblythe/sales-skills. It has 472 recorded installs.
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