Turning Customer Refusals Into Measurable Sales Growth

Sales performance was declining quickly, even though contact volume remained stable.

• Total results dropped 39%, from peak performance to the lowest point
• “No Interest” became the dominant objection, increasing from 66.7% to 82.5% (+15.8 p.p.)
• Conversion losses concentrated in discovery and closing stages
• Sales teams struggled to:
  • Engage customers early
  • Understand real needs
  • Effectively handle objections

As a result, a large portion of opportunities was being lost before reaching a meaningful value conversation.

We implemented a BTO approach, augmented by AI and driven by people, combining advanced analytics with frontline enablement.

1. AI-Powered Insight Generation

• Analysis of 400 real customer interactions using AI Studio
• Identification of key refusal drivers and behavioral patterns

2. Deep Dive Into Customer Intent

• Focus on “No Interest” as the primary driver
• Root cause breakdown:
  • 42.4%: No clear reason for refusal
  • 31.8%: Already had similar products
  • 16.5%: Low affinity with credit products

3. Full Funnel Optimization

• Identification of where value was being lost:
  • Discovery and closing stages showed the highest inefficiency
• Redesign of key sales moments:
  • Stronger early engagement
  • Better needs exploration
  • Improved value communication

4. Sales Enablement and Process Improvement

• Targeted training on discovery and objection handling
• Improved scripts and conversation design
• Process adjustments to unlock closing opportunities

• 400 interactions analyzed with AI, enabling fast and scalable insights
• Clear identification of the biggest issue: over 80% of refusals driven by “No Interest”
• Quantified funnel inefficiencies, making improvement areas visible and actionable
• Combination of AI insights + human coaching + process redesign
• Implementation of a continuous improvement model

Sales Recovery and Growth

• Total performance increased +122% from the lowest point to the projected peak
• Sales volume grew +174%, showing strong recovery in conversion
• Activations increased +87%, indicating better execution across the funnel

Conversion Efficiency Improvements

• Closing stage losses reduced from 12% to 5% (-7 p.p.)
• Better balance across funnel stages improved overall conversion potential
• Increased ability to move customers beyond initial rejection

Customer Behavior Impact

• Addressable opportunity identified in:
  • 42.4% of unclear refusals (engagement gap)
  • 31.8% of customers with existing products (competitive repositioning opportunity)

Business Impact

• Shift from declining performance to consistent growth trajectory
• Clear roadmap to sustain improvements through AI-driven insights and continuous optimization