Lead Qualification Scoring OS
Score every inbound lead in under 2 minutes. Route Hot, Warm, or Cold without running every triage decision yourself.
- Beginner-Friendly
- 1-2h Setup
- 8 Sections
- 6 AI Assist
Score every inbound lead in under 2 minutes. Route Hot, Warm, or Cold without running every triage decision yourself.
A complete operational system. Built to run immediately.
Score your first batch of 10-20 leads in 30 to 45 minutes. Test the system before full rollout.
Lock in what this SOP does, who it is for, and what success looks like before any work starts.
Process Owner, Executor, Sales Lead, and supporting roles assigned before Phase 1 begins.
Four phases from raw intake data to a live scoring system, with embedded AI prompts at every phase.
Primary and secondary metrics with concrete targets. 80% accuracy. Under 2-hour Hot lead response. Under 15-minute scoring time per lead.
Reusable prompts, tier routing rules, and an intake data checklist you can lift into any toolset.
The exact failure points operators hit, with specific fixes. Edge cases and override rules included.
Version tracking and update history so changes stay documented as your scoring criteria change.
Takes one lead record and returns a scored breakdown across every dimension, with justifications, weighted total, and tier assignment.
Turns the scored lead into a one-paragraph summary with tier, top score drivers, next action, and risk flag. Ready to paste into CRM or Slack.
Scores 5-10 leads in a single pass and returns a ranked tier table sorted Hot to Cold, with batch stats and missing data flags.
Compares AI tiers against your manual judgment on 15-20 test leads. Returns accuracy percentage, mismatch root causes, and one recommended adjustment.
Reviews the week's scored leads against actual outcomes. Returns one accuracy diagnosis, one specific criteria adjustment, expected impact, and red flags.
Takes mismatch data from your weekly review and returns a targeted criteria fix with a test plan. One variable changed per cycle.
BANT+ criteria with 1-5 scale anchors per dimension, weighted scoring, and Hot/Warm/Cold tier thresholds defined.
Scoring, lead summary, batch processing, QA validation, weekly review, and optimization. All written for Claude or ChatGPT, ready to run.
Hot routes to senior sales within 2 hours. Warm enters a 24-48 hour follow-up sequence. Cold gets a disqualification tag and archive.
CRM-triggered scoring via Zapier or Make. Auto-generated weekly accuracy report. Wire it up after scoring stabilizes for 2 weeks.
The 6 most common scoring failures with specific fixes, plus a field-by-field intake guide for closing data gaps.
Compare AI tier predictions against actual outcomes weekly. One weight or anchor adjusted per cycle, documented in the change log.
Without a scoring system, every lead looks equally important. Hot leads sit in the queue while reps burn hours on Cold ones. Top-of-funnel volume scales but conversion stays flat.
No scoring means no priority. Reps work whatever lands in the inbox, regardless of fit or urgency.
Without tiers, a Hot lead and a Cold lead get the same response. Discovery calls, follow-ups, and nurture sequences run on guesswork.
Win rates drop when response time stretches past a few hours. Without prioritization, your strongest leads wait the longest.
You qualify leads accurately by gut. Your team can't replicate it without a written framework. You stay the bottleneck.
Expected Outcomes
These targets come directly from the SOP. Realistic benchmarks, not aspirational claims.
ACCURACY
AI tier matches actual conversion outcome within 2 weeks of launch.
RESPONSE TIME
Hot leads get a personalized call or email within 2 hours of scoring.
CONVERSION
Hot-tier leads that book a discovery call or meeting.
System live across all intake sources. Test batch hits 80%+ accuracy against manual judgment.
First criteria adjustment shipped. Accuracy trends upward as anchors get refined.
Stable scoring with under 15% override rate. Weekly review routine in place and producing one adjustment per cycle.
Common Questions
QuickStart gets your first batch of 10-20 leads scored in 30 to 45 minutes. Full implementation across all intake sources runs 1-2 hours of setup, then 15 minutes per batch from there.
No. The SOP works with any CRM or even a Google Sheet. AI prompts are written for Claude and ChatGPT. The optional automation layer uses Zapier or Make if you want to wire it up.
Target accuracy is 80%+ alignment with actual conversion outcomes within 2 weeks of launch. The QA validation prompt (AI Assist 4) shows exactly where the AI and your judgment disagree, so you can tune the criteria fast.
BANT is the starting framework. The SOP shows you how to add 1-2 custom dimensions for your business and assign weights based on what predicts conversion in your pipeline.
Six copy-paste prompts: scoring, lead summary, batch processing, QA validation, weekly review, and weekly optimization. Each one is mapped to a specific step in the SOP and produces a structured output you can drop into your CRM or Slack.