Lesson 8/10 · 80%
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Sales Intelligence: Data-Driven Prospecting
1 The Data Stack for Prospecting 2 Intent Signals Explained 3 Building the Account Score 4 Technographic Targeting 5Hiring Signal Intelligence 6Visitor Intelligence Layer 7Dynamic Account Lists 8Prioritizing at Scale 9Coordinating with Marketing 10Measuring Prospecting ROI
Lesson 8 of 10

Prioritizing at Scale

The challenge at scale isn't finding accounts — it's deciding which ones to work today. When you have 200+ ICP-fit accounts with varying intent signals, priority decisions become the most important skill in your arsenal.

The Daily Queue System

Build a daily prioritized queue — a sorted list of accounts to contact each day, ranked by their current account score. Every morning, open the queue and work from the top. Don't cherry-pick interesting companies; trust the score and work the list in order. This eliminates the cognitive overhead of daily prioritization decisions.

SLA by Score Tier

Score 80+: Contact within 4 hours of scoring that high (often triggered by a real-time alert). Score 60-79: Contact within 24 hours. Score 40-59: Contact within 5 business days. Below 40: Monitor only — enter the queue only if the score increases.

Managing the Queue Volume

A well-configured ICP filter should produce 5–15 new Priority 1 accounts per day. If you're seeing more, tighten the filter or raise the score threshold. More than 20 per day means your team can't give each account proper attention — quality will drop. Fewer than 3 means you need to loosen the filter or expand the ICP.

The Weekly Pipeline Review

Every Monday: review the prior week's identified accounts, how many were contacted, how many replied, how many entered the pipeline. This weekly review catches patterns — accounts going unworked, response rate trends, filter adjustments needed — before they become month-long problems.

Key Takeaways
  • Build a daily scored queue and work from the top — don't cherry-pick
  • SLA: 80+ score = 4 hours, 60-79 = 24 hours, 40-59 = 5 days
  • Target 5-15 Priority 1 accounts per day — more than 20 degrades outreach quality
  • Weekly queue review catches filter problems and response trends before they compound
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