intermediateSales / BD

Analyze Lost Deals & Find Win Patterns

Use AI to extract insights from lost opportunities and identify systematic improvements for your sales process

Scenario

You have a list of lost deals from your CRM with notes about why they didn't close. You want to find patterns and actionable improvements.

4

Steps

25

Points

~180

Min saved

What You'll Practice

4 steps with hands-on AI practice using synthetic data.

1

Extract loss reasons from deal notes

Feed your lost deal notes into AI and ask it to categorize the reasons deals were lost

2

Identify the top 3 patterns

Ask AI to rank the loss categories by frequency and impact to find your biggest improvement opportunities

3

Generate specific improvements

For each major pattern, have AI suggest concrete actions your sales team can take to address it

4

Create a win-back playbook

Ask AI to draft follow-up templates for re-engaging lost deals once you've addressed their concerns

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Expected Outcome

A categorized analysis of why deals are lost, ranked improvement priorities, and actionable playbook for fixing gaps and winning back opportunities

salesdealsanalysiscrmimprovement

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