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Cold DM Calculator

Resource · Last updated July 14, 2026 · By the ColdDMCalculator team

Cold DM Lead Qualification Scorecard: Rate Each Prospect

Not every prospect deserves a personalized message. This scorecard rates each lead on fit, intent, timing, and accessibility — giving you a numerical score that tells you who to prioritize and who to skip.

Scoring criteria

Rate each prospect on four dimensions. Total score ranges from 0 to 10.

Fit (0–3 points)

Does this prospect match your ideal customer profile?

  • 1 pt: Role matches your target title
  • 1 pt: Industry matches your focus area
  • 1 pt: Company size is in your sweet spot

Intent (0–3 points)

Is there evidence this prospect needs your solution?

  • 1 pt: Recent activity signals a relevant need (job posting, funding, product launch)
  • 1 pt: Content they've shared aligns with your offer
  • 1 pt: Mutual connection or referral source

Timing (0–2 points)

Is now a good time to reach out?

  • 1 pt: No recent 'not now' or 'we just hired someone' signals
  • 1 pt: Seasonal or fiscal timing aligns (budget cycles, Q1 planning, etc.)

Accessibility (0–2 points)

Can you reach this person effectively?

  • 1 pt: Active on the platform you're using (posts, comments, activity)
  • 1 pt: Not behind paywalls, DM restrictions, or high-volume noise

Action matrix

Use the total score to decide how to handle each prospect.

ScoreActionDescription
8–10High priorityReach out first. Personalize heavily. Follow up within 3 days.
5–7Medium priorityReach out after high-priority batch. Use lighter personalization.
3–4Low prioritySkip for now. Revisit when you've exhausted higher-priority leads.
0–2DisqualifyDon't spend time here. Poor fit, no intent, or wrong timing.

Worked example

Prospect: Head of Growth at a 50-person B2B SaaS company. Posted about improving trial conversions last week. Active on LinkedIn. Referred by a mutual connection.

Score: Fit 3/3 (role, industry, size) + Intent 2/3 (recent activity, referral — no funding signal) + Timing 1/2 (active, no seasonal signal) + Accessibility 1/2 (active, but high DM volume) = 7/10 — Medium-high priority.

How to Use This Resource

  • Score each prospect during list building, not right before sending.
  • Prioritize Tier 1 prospects (8–10 points) for your first outreach batch.
  • Log scores in your lead tracker to measure conversion rates by tier.
  • Review scoring criteria quarterly — your ideal profile may shift as you learn from campaigns.

This resource is for educational planning purposes. Results vary based on execution, audience, and platform rules.

Related: All Resources · Lead Qualification Checklist · Lead Tracking Spreadsheet · Benchmarks

Frequently asked questions

How long should I spend qualifying each prospect?

2–5 minutes for high-value prospects (scoring 8–10). Under 1 minute for screening. The time investment pays off when you prioritize leads that are likely to convert instead of wasting sends on poor fits.

What if a prospect scores high on fit but low on intent?

Still worth reaching out, but with a softer approach. Lead with value (insight, resource, observation) rather than a direct ask. You're warming them up, not closing them.

Can I use this for list building?

Yes. Score prospects during list building, not just before sending. Build your list in tiers: Tier 1 (8–10 points) gets first outreach. Tier 2 (5–7) gets batched. Tier 3 (below 5) gets dropped.

Should I share this scorecard with my team?

Yes. Shared scoring criteria ensure everyone on the team qualifies prospects consistently. Without a shared framework, each person uses their own judgment, which leads to inconsistent targeting and results.

Prioritize your outreach.

Use the calculator to see how much a 1% reply rate improvement is worth.

Forecasts are estimates based on user-provided assumptions. Results are not guaranteed.