Lead Scoring and Ranked Excel Handoff

Turn raw leads into a ranked Excel workbook with transparent scores, disqualifier flags, evidence, and sales priorities.

Saleslead-scoringsales-operations
by AgentVoltv1.0.0
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Before & after

Same prompt, same agent — the only difference is the skill.

Prompt“Score and rank my pipeline of 200 leads so sales knows who to call first”
Beforegeneric AI agent
Scoring 200 leads is definitely important for prioritizing your sales effort. To set up a good scoring model, I'd want to understand which factors predict a closed deal in your business. Things like company size, engagement level, and fit probably matter, but the exact weights depend on your product and sales cycle. Do you have historical data on deals you've won? That would help me reverse-engineer what characteristics your best customers had. Without that, I could suggest a generic scoring approach, but it might not be perfectly calibrated for your situation. What information do you have on each lead, and what's your typical deal size?
Afterwith Lead Scoring and Ranked Excel Handoff
LEAD SCORING REPORT: Excel Output Ready
TOTAL LEADS SCORED: 200
TOP QUARTILE FOR IMMEDIATE OUTREACH: 47 leads

SCORING MODEL: Weighted criteria
→ Company size match (25% weight)
→ Engagement history (30% weight)
→ Budget indicator (20% weight)
→ Industry fit (15% weight)
→ Timeline signal (10% weight)

TOP 10 LEADS TO CALL TODAY:
Rank 1: TechCorp Industries (score 92/100)
→ Fortune 500 category, 3 website visits this week, pricing page viewed, industry match

Rank 2: StartupX Ventures (score 89/100)
→ Early stage, high engagement (5 touches in 2 weeks), demo requested, budget available

Rank 3: Enterprise Solutions Inc (score 87/100)
→ 1000+ employees, viewed case study 4x, sales cycle 90+ days, proceed cautious

(Rankings 4-10 included with same detail level)

MIDDLE TIER: 102 leads scored 50-75 (follow-up sequence ready)
LOW PRIORITY: 51 leads scored below 50 (nurture track)

EXCEL FILE INCLUDES:
→ Sortable columns (score, company, engagement, industry, next action)
→ Conditional formatting (red/yellow/green by rank)
→ Sales team assignments by account type

NOTE: This is a predictive scoring model based on historical patterns, not a guarantee of conversion.

About this skill

Your reps have a lead list, but a job title, a booth scan, and a demo request keep getting treated as equally valuable. Turn that list into a ranked Excel workbook that shows who deserves attention, why they scored that way, and which records need qualification before outreach.

What it does

  • Applies your existing scoring model or builds a clearly labeled provisional model with separate fit and intent scores.
  • Scores every supplied record, preserves source fields, and reconciles input rows, duplicates, and output rows.
  • Separates missing information from confirmed poor fit so incomplete records do not acquire false certainty.
  • Applies explicit disqualifiers and contact restrictions before assigning sales priorities.
  • Prevents repeated opens, duplicate events, and overlapping signals from inflating scores.
  • Produces a sortable Excel workbook with score breakdowns, evidence, priority reasons, and the scoring configuration.

What you get

A formatted .xlsx workbook with Ranked Leads, Scoring Model, and QA Summary sheets, plus the original input data. The handoff includes processing counts and any unresolved assumptions; when file creation is unavailable, the response explicitly identifies the spreadsheet fallback.

Best for

Small sales teams, founders, and sales operations staff prioritizing trade-show lists, inbound inquiries, webinar attendees, or CRM exports before assigning rep effort.

SKILL.md preview

SKILL.md
---
name: lead-scoring-and-ranked-excel-handoff
description: Scores complete lead datasets using explicit fit and intent criteria, missing-data coverage, disqualifier overrides, and deterministic ranking, then produces an auditable Excel workbook. Use when the user says "score these leads", "rank this CRM export", "prioritize our trade-show list", "make a lead-scoring spreadsheet", "our reps keep chasing bad leads", "why are these leads scoring so high?", or "apply these scoring weights to every prospect".
---

# Lead Scoring and Ranked Excel Handoff

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