Your $10 Leads Actually Cost $16. Here's the Math.

Business impact of conditional logic (audience filtering)

• Goal: Use conditional logic to filter down to users more likely to qualify/convert.
• Tradeoff: Conditional logic generally increases upfront Cost per Lead (CPL), but improves overall efficiency and reduces wasted effort.

Key cost math / KPIs mentioned

• If current CPL = 10, after enabling conditional logic it becomes approximately CPL = 12 to 14 rupees.
• The “true” effective lead cost may be higher before filtering due to conversion leakage:
  • Example given: with an approval/conversion rate of 60%, the effective cost was effectively 16 rupees (because you were paying for leads that don’t convert).
  • With conditional logic, the effective cost becomes ~12 rupees, which is better than 16—even though the dashboard CPL rises from 10 to 12–14.

Short-term ramp

• Initially CPL may rise to ~20 rupees, then returns downward after ~1 week.
• Reason: the system learns which audiences don’t convert, so it stops showing the ads to them.

Operational / efficiency changes

Conditional logic:

• Reduces “leakage” (wasted spend on unqualified/non-converting leads).
• Reduces unnecessary follow-up calls, increasing work efficiency (less manual effort on low-approval leads).

Playbook / process recommendation

• Use conditional logic “forever” (called out as a non-negotiable / deal-breaker).
• Expect learning-phase behavior:
  • Week 1: Higher CPL possible (up to ~20).
  • After ~1 week: CPL improves as the system optimizes away from poor converters.

Frameworks / concepts referenced

• Performance marketing feedback loop / learning system
  • Ads are shown broadly initially, then optimized based on conversion/approval signals.
• Leakage reduction via audience qualification
  • Improves “effective CPL” versus the misleading/optimistic dashboard CPL.

Concrete example used

• Baseline: CPL 10
• Conditional logic effect: CPL 12–14
• If prior approval rate is 60%, “real” cost was 16
• Outcome: 12 is better than 16, plus reduced call effort and leakage.

Presenters / sources

• The subtitles reference the speaker as “you” and a second person answering; no names or organizations are explicitly stated.