# Sales Readiness Assessment: Why Demo Scores Don't Predict Quota Attainment
The average B2B SaaS company spends $15,000-$24,000 per rep on sales enablement annually. The primary assessment is demo certification. But analysis of 2,400 reps across 14 SaaS companies found demo quality scores explained only 18% of quota attainment variance.
The Demo Certification Trap
The highest-performing reps did not deliver the best demos — they asked the best discovery questions, qualified opportunities most accurately, and handled objections with specificity rather than scripts.
Five Dimensions of Sales Readiness
**Discovery skill**: Diagnose business problems, quantify impact, connect to product value.
**Qualification judgment**: Accurately assess opportunity viability. Both over- and under-qualification cost revenue.
**Objection handling depth**: Address underlying concerns with specific evidence, not memorized scripts.
**Competitive positioning**: Articulate differentiation based on buyer-specific priorities.
**Deal management**: Accurately assess stage, identify risks, forecast close dates.
Adaptive Advantage
Adaptive engines adjust scenario complexity based on response quality, identifying precise competency levels in 25-35 items (~30 minutes). Domain-level reports enable precision coaching:
Correlation With Revenue
**QLM's adaptive assessment engine provides sales competency measurement with real-scenario items, IRT-based proficiency tracking, and CRM-integrated coaching recommendations.** Learn more at [quantumlearningmachines.com](https://quantumlearningmachines.com).