All examples for Feature Request Deduplicator

Revenue-Weighted Enterprise Prioritization

Demonstrates revenue-weighted analysis with 5 requests totaling $455K. Shows how SSO/SAML requests from enterprise customers ($350K combined) should be prioritized over webhooks ($30K) despite equal request counts. Includes strategic recommendations.

Input

What you provide to the skill

Prioritize: request_id,title,description,source,customer,revenue
1,SSO login,Single sign-on,email,EntCo,200000
2,SAML auth,SAML SSO,sales,BigCorp,150000
3,Bulk export,Export data,support,MidCo,50000
4,CSV download,CSV download,email,SmallBiz,25000
5,API webhooks,Webhooks,slack,DevShop,30000

Output

What the skill generates for you

Feature Request Deduplication Report

Analysis Date: 2025-12-03
Total Requests Analyzed: 5
Total Revenue Represented: $455,000


Executive Summary

Duplicate Clusters Identified: 2
Unique Feature Themes: 3
Consolidation Opportunity: 40% of requests are duplicates
Revenue Consolidated: $375,000 across 2 major themes


Duplicate Clusters

Cluster 1: Enterprise Authentication (SSO/SAML)

Combined Revenue Impact: $350,000
Priority: HIGH

Request ID Title Customer Revenue Source
1 SSO login EntCo $200,000 email
2 SAML auth BigCorp $150,000 sales

Consolidated Description:
Enterprise customers require single sign-on authentication capabilities, specifically SAML protocol support for seamless integration with their identity providers.

Recommended Action:
Create single feature: “Enterprise SSO with SAML Support”
Total Revenue at Stake: $350,000


Cluster 2: Data Export Functionality

Combined Revenue Impact: $75,000
Priority: MEDIUM

Request ID Title Customer Revenue Source
3 Bulk export MidCo $50,000 support
4 CSV download SmallBiz $25,000 email

Consolidated Description:
Customers need ability to export their data in bulk, with CSV format as the primary requirement for external analysis and record-keeping.

Recommended Action:
Create single feature: “Bulk Data Export (CSV)”
Total Revenue at Stake: $75,000


Unique Requests

Request 5: API webhooks

Revenue Impact: $30,000
Priority: LOW
Customer: DevShop
Source: slack

Description:
Webhook notifications for API events to enable real-time integrations.

Recommendation:
Keep as standalone feature request for API infrastructure roadmap.


Prioritization Recommendation

Priority 1: Enterprise SSO with SAML Support

  • Revenue: $350,000 (76.9% of total)
  • Customers: 2 enterprise accounts
  • Effort: HIGH (8-10 weeks)
  • Strategic Value: Enterprise market expansion

Priority 2: Bulk Data Export (CSV)

  • Revenue: $75,000 (16.5% of total)
  • Customers: 2 mid-market accounts
  • Effort: MEDIUM (3-4 weeks)
  • Strategic Value: Data portability, compliance

Priority 3: API Webhooks

  • Revenue: $30,000 (6.6% of total)
  • Customers: 1 developer-focused account
  • Effort: MEDIUM (4-5 weeks)
  • Strategic Value: Developer ecosystem enablement

Revenue-Weighted Insights

Top Revenue Driver:
Enterprise authentication represents 77% of revenue opportunity, driven by 2 high-value customers with similar technical requirements.

Quick Win Opportunity:
Data export functionality serves 2 customers for moderate effort, delivering strong ROI with 4-week estimated timeline.

Deduplication Savings:
By consolidating duplicate requests, engineering can focus on 3 features instead of 5, improving delivery efficiency by 40%.


Next Steps

  1. Validate technical scope for Enterprise SSO with both EntCo and BigCorp
  2. Confirm CSV export requirements with MidCo and SmallBiz
  3. Schedule discovery calls with top 2 revenue clusters
  4. Create consolidated tickets in product backlog with cross-references
  5. Notify requesters of consolidation and expected timelines

Methodology Notes

  • Clustering based on semantic similarity and technical implementation overlap
  • Revenue weighting applied to prioritization recommendations
  • Source channels tracked for feedback loop optimization
  • Duplicate detection threshold: >70% functional overlap