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Prompt Pack · 9 min read

The Complete Lead Qualification System for Service Businesses

AI prompts, scoring frameworks, and industry-specific techniques that help service businesses convert 3x more leads. Works with ChatGPT, Claude, and any AI assistant.

Why This Matters

Small service businesses that master lead qualification convert at 3x the rate of their competitors. The difference comes down to one insight: qualification isn't about finding reasons to say yes—it's about quickly identifying reasons to say no.

The data is clear:

  • Companies responding within 5 minutes are 21x more likely to qualify leads
  • 78% of customers buy from the first company that responds
  • Businesses using lead scoring achieve 138% ROI vs 79% without it
  • 80% of sales require 5-12 follow-ups, but 44% of salespeople give up after one

This guide gives you the frameworks, AI prompts, and industry-specific questions to separate qualified buyers from tire-kickers.


The 100-Point Scoring System

Before diving into prompts, you need a scoring framework. Use this 100-point scale:

ScoreClassificationResponse Time
70-100Hot Lead (SQL)Within 30 minutes
40-69Warm Lead (MQL)Within 24 hours
Below 40Cold LeadAutomated nurture only

Positive Scoring Criteria

SignalPointsWhy It Matters
Referral source+50Referrals convert at 25.56% vs 9.38% cold
Emergency/urgent need+40High motivation, less price sensitive
Specific problem description+30Shows they've thought about it
Timeline under 30 days+25Ready to act
Decision-maker on call+20No approval bottleneck
Homeowner (for home services)+20Has authority to approve work
Pre-approved (for real estate)+303-5x more likely to close

Negative Scoring (Most Companies Skip This)

SignalPointsWhy It Matters
"Just getting quotes" language-25Price shopper, low conversion
Vague problem description-15Not serious yet
Refuses to discuss budget-20Likely unqualified
Personal email for B2B inquiry-15Not a decision-maker
No activity in 60+ days-20Gone cold
Renter (for major home work)-15Often lacks authority

AI Prompts for Lead Analysis

1. Lead Scorer (Analyze Any Inquiry)

Copy this prompt and paste any lead message at the end:

Copyable text
Analyze this lead inquiry as an expert sales development representative. Score each element (0-25 points):

BUDGET: Look for price sensitivity, project scope, company size indicators
AUTHORITY: Decision-maker language, approval mentions, stakeholder references
NEED: Problem specificity, pain point clarity, fit requirements
TIMELINE: Urgency words, deadline mentions, project start dates

Provide:
- Total Score: _/100
- Classification: Hot (70+) / Warm (40-69) / Cold (Below 40)
- Urgency level (Hot/Warm/Cold)
- Key phrases indicating intent
- Red flags detected
- Recommended response time
- Three follow-up questions to ask

Lead Message: [PASTE MESSAGE HERE]

2. Urgency Detector

Use this to prioritize your inbox:

Copyable text
Review this customer inquiry and detect urgency level.

Look for:
1. Temporal markers: "urgent," "ASAP," "deadline," specific dates
2. Consequence language: "problem," "issue," "broken," "losing money"
3. Emotional indicators: exclamation marks, caps, repeated requests
4. Competition signals: "comparing," "also looking at," "getting quotes"
5. Emergency indicators: safety concerns, system failures, deadlines

Return:
- Urgency Score (1-10)
- Key urgency phrases detected
- Recommended response time (immediate / same day / within 24 hours)
- Suggested opening line for response

Message: [PASTE MESSAGE]

3. Follow-Up Email Generator

Generate personalized follow-ups based on lead temperature:

Copyable text
Write a follow-up email for a [HOT/WARM/COLD] lead.

Context:
- Their original inquiry: [PASTE THEIR MESSAGE]
- Days since inquiry: [X]
- Our service: [YOUR SERVICE]
- Previous touchpoints: [CALLS, EMAILS, ETC.]

Requirements:
- Keep under 100 words
- Lead with value, not "just checking in"
- Include one specific insight or case study reference
- End with a soft call-to-action (question, not demand)
- Tone: Professional but warm, not salesy

For COLD leads, use a "break-up" angle: acknowledge you've reached out several times and this will be your last email unless they're interested.

4. Objection Handler

Prepare responses for common objections:

Copyable text
The prospect said: "[THEIR OBJECTION]"

Context:
- Our service: [YOUR SERVICE]
- Price point: [PRICE]
- Their situation: [BRIEF CONTEXT]

Using the Feel-Felt-Found framework, write 3 response options:

1. **Empathy + Redirect**: Acknowledge concern, pivot to value
2. **Social Proof**: Reference similar clients who had same concern
3. **Reframe**: Help them see the objection differently

Keep each under 75 words. Sound human and consultative, not defensive or salesy.

Also provide:
- The likely root cause behind this objection
- A question to uncover the real concern
- When to walk away vs. push through

Industry-Specific Qualification

Real Estate Agents

The 4 questions that matter most:

  1. "Have you been pre-approved for a mortgage?" (Pre-approved buyers are 3-5x more likely to close)
  2. "What's driving your timeline?" (Uncovers motivation)
  3. "What neighborhoods are you focused on?" (Tests seriousness)
  4. "Who else will be involved in this decision?" (Identifies authority)

For sellers, ask: "On a scale of 1-10, how motivated are you to sell?" — Sellers rating below 8 rarely convert.

SignalPointsNotes
Pre-approved+30Most important qualifier
Referral+25High trust, high close rate
Timeline < 90 days+25Active buyer
Clear location preference+15Done research
Decision-maker present+20Can move fast
"Just looking" language-30Tire-kicker
Unrealistic price expectations-25Will waste time

Home Services (HVAC, Plumbing, Roofing, Contractors)

Speed wins: Companies responding within 5 minutes are 8x more likely to land the job.

The 3 questions that matter most:

  1. "Can you describe what's happening with your [system]?" (Tests problem clarity)
  2. "Is this an emergency situation?" (Determines priority)
  3. "Are you the homeowner?" (Confirms authority)

Emergency indicators (respond within 30 minutes):

  • "No heat" / "No AC" / "No hot water"
  • Water leak / flooding
  • Gas smell
  • Safety concerns
  • Vulnerable residents (elderly, infants, medical conditions)
SignalPointsNotes
Emergency situation+40Premium pricing justified
Homeowner confirmed+20Has authority
System replacement inquiry+25Higher ticket
Referral source+30Trust established
"Getting 8-10 bids"-25Price shopper
Renter-15May lack authority
DIY/how-to questions-20Not hiring

Professional Services (Lawyers, Accountants, Consultants)

87% of legal clients hire the first attorney they reach. Speed matters more than you think.

For legal practices:

  1. "When did this incident occur?" (Statute of limitations check)
  2. "What outcome are you hoping for?" (Realistic expectations)
  3. "Have you spoken with other attorneys?" (Shopping behavior)

For B2B consulting, use MEDDIC:

  • Metrics: How will success be measured?
  • Economic Buyer: Who controls the budget?
  • Decision Criteria: How will they evaluate options?
  • Decision Process: What are the steps to purchase?
  • Identify Pain: What's the core problem?
  • Champion: Who's your internal advocate?

Without a champion inside the organization, complex B2B deals rarely close.


The Follow-Up Sequence That Works

78% of customers buy from the first company that responds. Here's the sequence:

Hot Leads (Score 70+)

DayAction
0 (immediate)Phone call within 5 minutes
0 (if no answer)Voicemail + SMS: "Just tried reaching you about [inquiry]. When's good to chat?"
1Second call attempt, different time
2Email with relevant case study
3SMS check-in
4Phone call
7Email with value content
14"Break-up" email

SMS Templates (98% open rate vs 20% for email)

Initial follow-up:

Hi [Name], this is [Your Name] from [Company]. Just tried calling about your [inquiry]. When's a good time for a quick 5-min chat?

Day 3 check-in:

Hey [Name], still want to help with [their problem]. Free for a quick call today or tomorrow?

Break-up text:

[Name], I've reached out a few times but timing might not be right. No worries—I'll stop bugging you. Feel free to reach out when you're ready.


When to Walk Away

Not every lead deserves your time. Disqualify quickly when you see:

  • No budget AND no credit (true constraint, not negotiating)
  • Can't articulate the problem (no real need yet)
  • Repeated no-shows/rescheduling (you're not a priority)
  • Can't identify decision-maker (no authority)
  • Manufactured bidding war (manipulation for discounts)

Calculate the cost: If your time is worth $200/hour and you spend 5 hours on a lead that was never going to close, that's $1,000 lost. Fast disqualification is a competitive advantage.


30-Day Implementation Checklist

Week 1: Foundation

  • Choose 5-7 scoring criteria from this guide
  • Set up simple scoring (spreadsheet or CRM field)
  • Define three thresholds with response time rules
  • Add one disqualification question to your intake form

Week 2: Speed

  • Configure instant alerts for new leads (target <5 min response)
  • Set up SMS auto-response for after-hours leads
  • Test AI prompts on 10 historical leads to calibrate

Week 3: Sequences

  • Build your hot lead follow-up sequence
  • Create 3 email templates (initial, value-add, break-up)
  • Set up SMS follow-up capability

Week 4: Refinement

  • Analyze which scored leads actually converted
  • Adjust point values based on real data
  • Document your "anti-persona" (leads that never convert)
  • Train your team on disqualification criteria

The Bottom Line

Lead qualification is a competitive advantage that compounds. Every hour saved on unqualified leads becomes an hour invested in prospects who will actually buy. Every fast response captures business that slower competitors lose.

The frameworks exist. The AI prompts are above. The only variable is implementation.


Want help building a lead qualification system for your business? Book a call and we'll map out what makes sense for your situation.