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Score Leads Based on Fit & Intent: Know Which Leads Are Actually Worth Pursuing --- With Evidence, Not Guesswork

TL;DR: What this template does

This template analyzes qualification calls to score leads based on how well they match your ICP and how clearly they express buying intent.
Upload your sales conversations and receive a quote-backed lead scoring dashboard.

Why you need more than a checkbox ICP match

Not all “qualified” leads act like buyers.

This template helps you prioritize based on fit + urgency + voice, so you can stop chasing false positives.

Definition: Lead scoring via VOC is the process of using conversational signals — like pain, urgency, and fit — to score prospects more accurately than form-based scoring.

How does this template work?

Step 1: Upload Qualification Call Recordings
  • Use early-stage sales calls (SDR, AE, BDR)
  • Accepts audio, video, or transcript
  • Best with 10–25 leads across segments
Step 2: Evaluate — Lead Scoring Signals
  • AI detects fit signals (industry, use case, authority)
  • Evaluates intent tone: pain urgency, timeline cues, active searching
  • Flags hesitation, deflection, or passive behavior
Step 3: Output — Lead Scoring Dashboard
  • Scores based on ICP fit + buying intent + engagement ton
  • Includes justification quotes for each score
  • Exportable to CRM, RevOps dashboards, or deal reviews

What benefits does this template provide?

BenefitDescriptionImpact
Accurate PrioritizationFocus on leads most likely to closeImprove pipeline velocity
Real-Time Intent SignalMeasure urgency based on how they speakEnhance forecast accuracy
Enablement ClarityGive reps actionable next steps by lead tierBetter follow-up strategy
CRM Sync-ReadyPush qualified vs unqualified signals into your systemReduce manual data entry

How do different teams use this template?

RevOps — Automate voice-based lead scoring inside pipeline
Sales Managers — Review lead quality fast for triage or coaching
AEs/BDRs — Know where to focus energy and time
Founders — Improve early-stage ICP clarity based on real data

Frequently Asked Questions

Is this better than MQL scoring?
Yes. This is real conversation scoring — not based on clicks or form fills.
What if my reps forget to ask standard qualifying questions?
No problem. The system uses language signals to infer fit and interest.
Does this work for both inbound and outbound leads?
Yes — whether you’re qualifying someone after a demo or re-evaluating outbound prospects post-call, it brings evidence-based clarity to both.

What Teams Are Saying

“Insight7 helped us fix our lead quality problem. Our team used to chase ‘hot’ leads that never closed — now we have scoring that reflects real intent.”


— Joseph Snider, Researcher

Want to qualify leads using language --- not forms?