Funnel Physics: Traditional vs. AI-Enhanced Lead Qualification
TraditionalHigh volume, low conversion
AI-OptimizedPrecision filtering, high yield
Figure 2: AI-enhanced funnels typically see a lower volume of 'junk' leads at the top but a significantly higher conversion rate to closed-won deals. Note the drastic improvement in the Lead-to-Opportunity ratio.