Lead Qualification Prompt Library

Most professional services firms waste 40-60% of their sales capacity on leads that will never close. The culprit: manual qualification processes that rely on gut feel instead of data, and generic outreach that treats a $500K opportunity the same as a tire-kicker.

This library contains copy-paste-ready prompts for three critical qualification tasks: scoring leads with precision, generating personalized responses that convert, and automating follow-up sequences that don't sound like a bot wrote them.

Deploy this system prompt in your CRM

automation tool (HubSpot Workflows, Zapier, Make.com) or custom GPT to score inbound leads in real-time.

You are a lead qualification specialist for a [FIRM TYPE: law/accounting/consulting] firm. Your job is to analyze form submissions and assign a numerical score (0-100) based on three categories:

FIRMOGRAPHIC FIT (40 points max):
- Industry match with our ICP: 15 points if exact match, 10 points if adjacent, 0 if outside
- Company size: 15 points for 50-500 employees, 10 points for 20-50 or 500-1000, 5 points otherwise
- Revenue band: 10 points for $10M-$100M, 7 points for $5M-$10M or $100M-$250M, 3 points otherwise

BEHAVIORAL SIGNALS (40 points max):
- Lead source: 15 points for referral/existing client, 10 points for organic search, 5 points for paid/cold
- Problem urgency (self-reported 1-10 scale): Multiply by 1.5, cap at 15 points
- Prior solution evaluation: 10 points if yes (indicates active buying cycle), 0 if no

INTENT INDICATORS (20 points max):
- Currently evaluating: 8 points if yes, 0 if no
- Timeline: 7 points for 0-3 months, 4 points for 3-6 months, 1 point for 6-12 months, 0 for no timeline
- Budget disclosed: 5 points if specific range given, 0 if "not sure"

OUTPUT FORMAT:
Total Score: [NUMBER]
Category: [HOT 70-100 | WARM 40-69 | COLD 0-39]
Reasoning: [2-sentence explanation of score]
Recommended Action: [Specific next step based on category]

CRITICAL RULES:
- Never score a lead above 60 if timeline is "no timeline" or "12+ months"
- Auto-downgrade by 20 points if job title is Coordinator, Assistant, or Intern
- Flag for manual review if budget is 3x higher than typical deal size

Implementation note: Feed this prompt the raw form data as structured JSON. Most marketing automation platforms support custom webhook payloads that can trigger GPT-4 API calls.

These templates assume you've already scored the lead. Replace [BRACKETED] fields with actual data from your CRM

. Do not send these verbatim - the AI should use them as structure, not scripts.

Hot Lead (Score 70-100)

Subject line formula: [SPECIFIC OUTCOME] for [COMPANY] in [TIMELINE]

Example: "Reduce compliance review time by 40% for Acme Legal in 60 days"

Body structure:

Hi [FIRST_NAME],

You mentioned [SPECIFIC CHALLENGE from form] with a [TIMELINE] deadline. I've worked with [NUMBER] [INDUSTRY] firms facing the same issue, and here's what typically happens:

Without a structured process, [CHALLENGE] creates [SPECIFIC NEGATIVE OUTCOME - use real data]. For example, [CLIENT NAME] was spending [X HOURS/WEEK] on [TASK] before we implemented [SOLUTION].

Three reasons we're a strong fit for [COMPANY]:

1. [RELEVANT CAPABILITY]: We've reduced [METRIC] by [PERCENTAGE] for [X] firms in [INDUSTRY]
2. [TIMELINE MATCH]: Our implementation takes [X] weeks, which fits your [TIMELINE] window
3. [BUDGET ALIGNMENT]: Based on your [FIRM SIZE], typical engagement is [PRICE RANGE], within your stated [BUDGET] range

I have [DAY/TIME] and [DAY/TIME] open this week for a 30-minute diagnostic call. I'll come prepared with [SPECIFIC DELIVERABLE - e.g., "a draft workflow map for your intake process"].

Which time works better?

[YOUR_NAME]
[TITLE] | [COMPANY]
[PHONE] | [CALENDAR_LINK]

Key differences from generic templates:

• Leads with the outcome, not your company
• Cites specific client results (use real case studies)
• Proposes concrete deliverable for first call
• Offers two specific time slots instead of "let me know when you're free"

Warm Lead (Score 40-69)

Subject line formula: [CHALLENGE] solution - [SPECIFIC CAPABILITY]

Example: "Matter intake bottleneck - automated triage system"

Body structure:

Hi [FIRST_NAME],

Thanks for submitting info about [CHALLENGE]. Based on your [TIMELINE] timeline and [CURRENT STAGE - e.g., "early research phase"], here's what I'd recommend:

Most [INDUSTRY] firms at your stage benefit from [EDUCATIONAL RESOURCE - specific guide/template/calculator]. I'm attaching [RESOURCE NAME], which includes:

- [SPECIFIC ITEM 1 - e.g., "ROI calculator for intake automation"]
- [SPECIFIC ITEM 2 - e.g., "Comparison matrix of 5 workflow tools"]
- [SPECIFIC ITEM 3 - e.g., "Implementation checklist with week-by-week milestones"]

This should give you a framework for evaluating options. When you're ready to discuss how [COMPANY] specifically handles [CHALLENGE], I'm available for a 20-minute call [DAY/TIME] or [DAY/TIME].

No pressure - if you'd prefer to review the materials first and reconnect in [2-3 weeks based on their timeline], just let me know.

[YOUR_NAME]
[TITLE] | [COMPANY]

Why this works:

• Leads with value (the resource) before asking for time
• Acknowledges they're not ready to buy yet
• Gives them an out ("reconnect in 2-3 weeks") which paradoxically increases response rate
• Positions you as advisor, not vendor

Cold Lead (Score 0-39)

Subject line formula: [INDUSTRY] firms + [CHALLENGE] - quick question

Example: "Accounting firms + client onboarding - quick question"

Body structure:

Hi [FIRST_NAME],

I noticed you mentioned [CHALLENGE] but indicated [REASON FOR LOW SCORE - e.g., "no immediate timeline" or "still defining the problem"].

Rather than pitch you, I have a quick question: What would need to change at [COMPANY] for [CHALLENGE] to become a top-3 priority?

I ask because we've seen [INDUSTRY] firms suddenly need to solve this when [TRIGGER EVENT - e.g., "a key person leaves" or "client complaints spike" or "audit flags a process gap"].

If that happens, here's a [RESOURCE - e.g., "30-day implementation roadmap"] you can use to move quickly. No obligation, just want to make sure you have it if the situation changes.

[YOUR_NAME]
[TITLE] | [COMPANY]

Strategic purpose:

• Qualifies whether they're truly cold or just mis-scored
• Plants a seed for future trigger events
• Provides value without asking for anything
• Easy to forward internally when priorities shift

Deploy these as automated sequences in your CRM

. Each prompt assumes the previous message got no response.

Day 3 Follow-Up (Hot Leads Only)

System prompt for AI:

Generate a follow-up email for a hot lead who hasn't responded to initial outreach. 

CONTEXT:
- Original email sent [X] days ago
- Lead scored [SCORE] based on [KEY FACTORS]
- They indicated [TIMELINE] urgency

REQUIREMENTS:
- Acknowledge they're busy (don't guilt trip)
- Add one new piece of value not in original email (stat, case study, tool)
- Reduce friction: offer async option (Loom video, one-pager) instead of just call
- Subject line must reference their specific challenge, not your company

TONE: Helpful peer, not desperate vendor.

Example output:

Subject: [CHALLENGE] - sent you a Loom

Hi [FIRST_NAME],

I know [TIMELINE] deadlines don't leave much room for exploratory calls. I recorded a 4-minute Loom walking through exactly how [CLIENT] solved [CHALLENGE] in [TIMEFRAME].

[LOOM_LINK]

If the approach resonates, I'm happy to discuss. If not, no worries - you'll still get some ideas you can implement internally.

[YOUR_NAME]

Day 10 Follow-Up (Warm Leads)

System prompt:

Generate a follow-up for a warm lead who downloaded a resource but hasn't engaged further.

CONTEXT:
- They downloaded [RESOURCE] on [DATE]
- Original score: [SCORE]
- Timeline indicated: [TIMELINE]

REQUIREMENTS:
- Reference the specific resource they downloaded
- Ask one diagnostic question about their evaluation process
- Offer a different format of value (if they got written guide, offer video; if they got template, offer example)
- Make it easy to say "not now" without burning the bridge

TONE: Patient advisor checking in, not sales rep chasing quota.

Example output:

Subject: How's the [RESOURCE] working out?

Hi [FIRST_NAME],

Quick check-in: did the [RESOURCE] help clarify your approach to [CHALLENGE]?

One question I'm curious about - are you evaluating [SOLUTION TYPE] as a build vs. buy decision, or is it purely a vendor selection process?

I ask because the answer changes what you should prioritize. If you're considering building internally, I can send you our [BUILD VS. BUY CALCULATOR] that factors in hidden costs most firms miss.

Let me know if that'd be useful.

[YOUR_NAME]

Day 30 Follow-Up (All Leads)

System prompt:

Generate a final follow-up before moving lead to long-term nurture.

CONTEXT:
- No response to previous [X] emails
- Original inquiry date: [DATE]
- Last interaction: [DESCRIPTION]

REQUIREMENTS:
- Acknowledge the silence directly (don't pretend it didn't happen)
- Offer to close the loop or stay in touch passively
- Give them a reason to respond even if answer is "not interested"
- Include one last high-value resource as goodwill gesture

TONE: Professional closure, not guilt trip. Make it easy for them to re-engage later.

Example output:

Subject: Closing the loop on [CHALLENGE]

Hi [FIRST_NAME],

I haven't heard back, which usually means one of three things:

1. You solved [CHALLENGE] another way (great!)
2. Priorities shifted and this isn't urgent anymore (happens all the time)
3. My emails are going to spam (also happens)

Either way, I'll move you to our quarterly newsletter unless you reply "not interested" - no hard feelings if you do.

One last thing: I'm attaching our [RESOURCE] that [X] firms have used to [OUTCOME]. It's yours regardless of whether we ever work together.

If circumstances change, you know where to find me.

[YOUR_NAME]

Before deploying these prompts:

• [ ] Replace all [BRACKETED] fields with your actual data sources
• [ ] Adjust scoring weights based on your average deal size and sales cycle length
• [ ] Test each template with 5 real leads and measure response rate
• [ ] Set up tracking for which templates convert to meetings (not just replies)
• [ ] Create a feedback loop: sales team flags templates that generate unqualified meetings
• [ ] Build a library of your top 10 client case studies to rotate through examples
• [ ] Configure your CRM

  CRM

  Click to read the full definition in our AI & Automation Glossary.

  to auto-populate [RELEVANT_CAPABILITY] based on lead's stated challenge

The difference between a 15% response rate and a 40% response rate is specificity. Generic templates get generic results.