Lead Scoring and Marketing-to-Sales Handoff
Define lead scores, owner routing, and sales handoff rules with measurable SLAs, exception handling, and calibration checks.
Before & after
Same prompt, same agent — the only difference is the skill.
A lead handoff process is important for alignment between marketing and sales. Basically, marketing generates leads and sales closes them, but you need clear rules about when that handoff happens. You'll want to agree on what makes a good lead, set up some kind of scoring system, and then communicate about it. There are different ways to approach this—some companies use behavioral scoring, others use firmographic data. What's your sales cycle length and average deal size? That would help shape the approach.
LEAD LIFECYCLE AND HANDOFF LEAD SCORING MODEL (0-100 scale) Firmographic factors: • Company size: 25 points max (enterprise = 25, mid = 15, SMB = 5) • Industry fit: 15 points (target verticals only) • Technology stack: 10 points (uses our integration partners) Behavioral factors: • Email opens: 5 points (3+ in 7 days) • Landing page visit: 8 points (high-intent pages: pricing, demo) • Webinar attendance: 12 points (stays for 75%+ of event) • Content download: 6 points (competitive analysis or case study) • Website return visits: 4 points (3+ sessions in 14 days) HANDOFF TRIGGER Marketing → Sales Qualified Lead when score reaches 65+ OR when lead explicitly requests demo/sales contact OR after 3 weeks in nurture without engagement SALES QUALIFICATION RULES • Sales responds within 24 hours with personalized outreach • Re-assign to nurture if disqualified or gone silent 30 days • Marketing tracks handoff completion rate (target: 95%) MONTHLY REPORTING MQL generation volume, handoff rate, sales conversion rate, feedback loop from sales on lead quality
About this skill
Your MQL count looks healthy, but sales rejects the leads or nobody follows up. This skill traces where qualification, ownership, and acceptance break, then turns the findings into explicit scoring and handoff rules your team can implement.
What it does
- Separates poor lead fit from weak buying intent, routing failures, and delayed follow-up.
- Builds or recalibrates scoring using mature historical cohorts without leaking later sales outcomes into qualification signals.
- Defines lifecycle transitions, required evidence, acceptance criteria, and rejection reasons.
- Resolves ownership through ordered routing rules, including existing accounts, duplicates, unavailable reps, and fallback queues.
- Specifies assignment, acceptance, and first-touch SLAs with separate clocks and escalation paths.
- Measures qualification yield, missed good leads, unowned leads, and handoff delays using explicit denominators.
What you get
A scoped diagnosis or implementation-ready lead qualification and handoff specification, including scoring logic, routing precedence, an SLA contract, and validation cases. Missing evidence is marked, and provisional rules are clearly separated from calibrated findings.
Best for
RevOps, demand generation, and sales operations teams whose MQLs are rejected, routed inconsistently, or left waiting between marketing and sales.
SKILL.md preview
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name: lead-scoring-and-marketing-to-sales-handoff
description: >-
Define and repair lead scoring, routing, and marketing-to-sales handoffs using mature conversion cohorts, separate fit and intent signals, deterministic ownership rules, and explicit acceptance and response clocks. Use when the user says "our MQLs aren't converting", "sales keeps rejecting our leads", "my leads keep sitting unassigned", "build a lead scoring model", "fix our lead routing", "define the marketing-to-sales handoff", or "recalibrate our qualification threshold".
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# Lead Scoring and Marketing-to-Sales Handoff
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